2021-08-16 22:52:56,968 - 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 ------------------------------------------------------------ 2021-08-16 22:52:56,969 - mmaction - INFO - Distributed training: True 2021-08-16 22:52:57,948 - mmaction - INFO - Config: model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='torchvision://resnet50', depth=50, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=174, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001), train_cfg=None, test_cfg=dict(average_clips=None)) optimizer = dict(type='SGD', lr=0.005, momentum=0.9, weight_decay=0.0005) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) lr_config = dict(policy='step', step=[20, 40]) total_epochs = 50 checkpoint_config = dict(interval=1, max_keep_ckpts=5) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/sthv2/rawframes' data_root_val = 'data/sthv2/rawframes' ann_file_train = 'data/sthv2/sthv2_train_list_rawframes.txt' ann_file_val = 'data/sthv2/sthv2_val_list_rawframes.txt' ann_file_test = 'data/sthv2/sthv2_val_list_rawframes.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'), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='TenCrop', 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=6, workers_per_gpu=4, val_dataloader=dict(videos_per_gpu=12), test_dataloader=dict(videos_per_gpu=1), train=dict( type='RawframeDataset', ann_file='data/sthv2/sthv2_train_list_rawframes.txt', data_prefix='data/sthv2/rawframes', filename_tmpl='{:06}.jpg', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16), dict(type='RawFrameDecode'), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1), dict(type='Resize', scale=(224, 224), keep_ratio=False), 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/sthv2/sthv2_val_list_rawframes.txt', data_prefix='data/sthv2/rawframes', filename_tmpl='{:06}.jpg', pipeline=[ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='RawframeDataset', ann_file='data/sthv2/sthv2_val_list_rawframes.txt', filename_tmpl='{:06}.jpg', data_prefix='data/sthv2/rawframes', 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='TenCrop', 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) work_dir = './work_dirs/tsn_r50_1x1x16_50e_sthv2_rgb_new/' gpu_ids = range(0, 8) omnisource = False module_hooks = [] 2021-08-16 22:53:04,215 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2021-08-16 22:53:06,660 - mmaction - INFO - Start running, host: linjintao@SH-IDC2-172-20-21-227, work_dir: /mnt/lustre/linjintao/try/mmaction2_dev/work_dirs/tsn_r50_1x1x16_50e_sthv2_rgb_new 2021-08-16 22:53:06,660 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2021-08-16 22:54:27,579 - mmaction - INFO - Epoch [1][20/3520] lr: 5.000e-03, eta: 8 days, 5:43:45, time: 4.045, data_time: 3.368, memory: 8335, top1_acc: 0.0135, top5_acc: 0.0677, loss_cls: 5.1012, loss: 5.1012, grad_norm: 4.7977 2021-08-16 22:54:39,081 - mmaction - INFO - Epoch [1][40/3520] lr: 5.000e-03, eta: 4 days, 16:53:21, time: 0.574, data_time: 0.006, memory: 8335, top1_acc: 0.0208, top5_acc: 0.0865, loss_cls: 5.0468, loss: 5.0468, grad_norm: 4.8723 2021-08-16 22:54:50,547 - mmaction - INFO - Epoch [1][60/3520] lr: 5.000e-03, eta: 3 days, 12:36:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.0146, top5_acc: 0.0802, loss_cls: 5.0416, loss: 5.0416, grad_norm: 4.8077 2021-08-16 22:55:02,025 - mmaction - INFO - Epoch [1][80/3520] lr: 5.000e-03, eta: 2 days, 22:26:38, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.0219, top5_acc: 0.0813, loss_cls: 5.0127, loss: 5.0127, grad_norm: 4.8043 2021-08-16 22:55:13,618 - mmaction - INFO - Epoch [1][100/3520] lr: 5.000e-03, eta: 2 days, 14:01:40, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.0229, top5_acc: 0.0844, loss_cls: 4.9879, loss: 4.9879, grad_norm: 4.7782 2021-08-16 22:55:25,098 - mmaction - INFO - Epoch [1][120/3520] lr: 5.000e-03, eta: 2 days, 8:20:49, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.0250, top5_acc: 0.0969, loss_cls: 4.9450, loss: 4.9450, grad_norm: 4.7695 2021-08-16 22:55:36,647 - mmaction - INFO - Epoch [1][140/3520] lr: 5.000e-03, eta: 2 days, 4:19:50, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.0229, top5_acc: 0.0844, loss_cls: 4.9242, loss: 4.9242, grad_norm: 4.8278 2021-08-16 22:55:48,255 - mmaction - INFO - Epoch [1][160/3520] lr: 5.000e-03, eta: 2 days, 1:18:27, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.0229, top5_acc: 0.0990, loss_cls: 4.9761, loss: 4.9761, grad_norm: 4.7098 2021-08-16 22:55:59,672 - mmaction - INFO - Epoch [1][180/3520] lr: 5.000e-03, eta: 1 day, 22:56:22, time: 0.574, data_time: 0.005, memory: 8335, top1_acc: 0.0323, top5_acc: 0.1406, loss_cls: 4.8669, loss: 4.8669, grad_norm: 4.7453 2021-08-16 22:56:11,220 - mmaction - INFO - Epoch [1][200/3520] lr: 5.000e-03, eta: 1 day, 21:02:58, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0271, top5_acc: 0.1031, loss_cls: 4.9163, loss: 4.9163, grad_norm: 4.8228 2021-08-16 22:56:22,699 - mmaction - INFO - Epoch [1][220/3520] lr: 5.000e-03, eta: 1 day, 19:30:18, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0344, top5_acc: 0.1323, loss_cls: 4.8650, loss: 4.8650, grad_norm: 4.7738 2021-08-16 22:56:34,254 - mmaction - INFO - Epoch [1][240/3520] lr: 5.000e-03, eta: 1 day, 18:13:04, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.0302, top5_acc: 0.1271, loss_cls: 4.8605, loss: 4.8605, grad_norm: 4.7236 2021-08-16 22:56:45,818 - mmaction - INFO - Epoch [1][260/3520] lr: 5.000e-03, eta: 1 day, 17:08:45, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.0333, top5_acc: 0.1135, loss_cls: 4.8483, loss: 4.8483, grad_norm: 4.7622 2021-08-16 22:56:57,359 - mmaction - INFO - Epoch [1][280/3520] lr: 5.000e-03, eta: 1 day, 16:12:32, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0417, top5_acc: 0.1448, loss_cls: 4.7713, loss: 4.7713, grad_norm: 4.7229 2021-08-16 22:57:08,878 - mmaction - INFO - Epoch [1][300/3520] lr: 5.000e-03, eta: 1 day, 15:24:11, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0385, top5_acc: 0.1583, loss_cls: 4.8031, loss: 4.8031, grad_norm: 4.8160 2021-08-16 22:57:20,517 - mmaction - INFO - Epoch [1][320/3520] lr: 5.000e-03, eta: 1 day, 14:42:26, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.0302, top5_acc: 0.1375, loss_cls: 4.8239, loss: 4.8239, grad_norm: 4.8984 2021-08-16 22:57:32,042 - mmaction - INFO - Epoch [1][340/3520] lr: 5.000e-03, eta: 1 day, 14:04:56, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.0615, top5_acc: 0.1771, loss_cls: 4.6855, loss: 4.6855, grad_norm: 4.8783 2021-08-16 22:57:43,601 - mmaction - INFO - Epoch [1][360/3520] lr: 5.000e-03, eta: 1 day, 13:31:33, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.0469, top5_acc: 0.1729, loss_cls: 4.7484, loss: 4.7484, grad_norm: 4.9162 2021-08-16 22:57:55,051 - mmaction - INFO - Epoch [1][380/3520] lr: 5.000e-03, eta: 1 day, 13:01:16, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.0531, top5_acc: 0.1896, loss_cls: 4.6493, loss: 4.6493, grad_norm: 4.9660 2021-08-16 22:58:06,587 - mmaction - INFO - Epoch [1][400/3520] lr: 5.000e-03, eta: 1 day, 12:34:07, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0281, top5_acc: 0.1469, loss_cls: 4.7284, loss: 4.7284, grad_norm: 5.0432 2021-08-16 22:58:18,095 - mmaction - INFO - Epoch [1][420/3520] lr: 5.000e-03, eta: 1 day, 12:09:48, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.0521, top5_acc: 0.1708, loss_cls: 4.6752, loss: 4.6752, grad_norm: 5.0268 2021-08-16 22:58:29,650 - mmaction - INFO - Epoch [1][440/3520] lr: 5.000e-03, eta: 1 day, 11:47:26, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0563, top5_acc: 0.1719, loss_cls: 4.6931, loss: 4.6931, grad_norm: 5.1286 2021-08-16 22:58:41,246 - mmaction - INFO - Epoch [1][460/3520] lr: 5.000e-03, eta: 1 day, 11:27:48, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.0469, top5_acc: 0.1656, loss_cls: 4.6864, loss: 4.6864, grad_norm: 5.0719 2021-08-16 22:58:52,909 - mmaction - INFO - Epoch [1][480/3520] lr: 5.000e-03, eta: 1 day, 11:09:56, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.0729, top5_acc: 0.1906, loss_cls: 4.5902, loss: 4.5902, grad_norm: 5.1825 2021-08-16 22:59:04,362 - mmaction - INFO - Epoch [1][500/3520] lr: 5.000e-03, eta: 1 day, 10:52:28, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.0760, top5_acc: 0.1979, loss_cls: 4.5831, loss: 4.5831, grad_norm: 5.1763 2021-08-16 22:59:15,927 - mmaction - INFO - Epoch [1][520/3520] lr: 5.000e-03, eta: 1 day, 10:36:35, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0521, top5_acc: 0.1938, loss_cls: 4.6463, loss: 4.6463, grad_norm: 5.3294 2021-08-16 22:59:27,460 - mmaction - INFO - Epoch [1][540/3520] lr: 5.000e-03, eta: 1 day, 10:22:07, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.0583, top5_acc: 0.1958, loss_cls: 4.6018, loss: 4.6018, grad_norm: 5.2712 2021-08-16 22:59:39,128 - mmaction - INFO - Epoch [1][560/3520] lr: 5.000e-03, eta: 1 day, 10:08:53, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.0656, top5_acc: 0.2198, loss_cls: 4.5486, loss: 4.5486, grad_norm: 5.3101 2021-08-16 22:59:50,706 - mmaction - INFO - Epoch [1][580/3520] lr: 5.000e-03, eta: 1 day, 9:56:38, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.0667, top5_acc: 0.2073, loss_cls: 4.5624, loss: 4.5624, grad_norm: 5.3116 2021-08-16 23:00:02,255 - mmaction - INFO - Epoch [1][600/3520] lr: 5.000e-03, eta: 1 day, 9:44:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0677, top5_acc: 0.2052, loss_cls: 4.5779, loss: 4.5779, grad_norm: 5.3392 2021-08-16 23:00:13,728 - mmaction - INFO - Epoch [1][620/3520] lr: 5.000e-03, eta: 1 day, 9:33:20, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0635, top5_acc: 0.2010, loss_cls: 4.6123, loss: 4.6123, grad_norm: 5.3960 2021-08-16 23:00:25,323 - mmaction - INFO - Epoch [1][640/3520] lr: 5.000e-03, eta: 1 day, 9:22:50, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0750, top5_acc: 0.2281, loss_cls: 4.5008, loss: 4.5008, grad_norm: 5.4489 2021-08-16 23:00:36,871 - mmaction - INFO - Epoch [1][660/3520] lr: 5.000e-03, eta: 1 day, 9:13:21, time: 0.581, data_time: 0.005, memory: 8335, top1_acc: 0.0677, top5_acc: 0.2302, loss_cls: 4.5482, loss: 4.5482, grad_norm: 5.4479 2021-08-16 23:00:48,401 - mmaction - INFO - Epoch [1][680/3520] lr: 5.000e-03, eta: 1 day, 9:04:03, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.0594, top5_acc: 0.2177, loss_cls: 4.5246, loss: 4.5246, grad_norm: 5.3982 2021-08-16 23:00:59,879 - mmaction - INFO - Epoch [1][700/3520] lr: 5.000e-03, eta: 1 day, 8:54:56, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.0615, top5_acc: 0.2167, loss_cls: 4.5123, loss: 4.5123, grad_norm: 5.3793 2021-08-16 23:01:11,490 - mmaction - INFO - Epoch [1][720/3520] lr: 5.000e-03, eta: 1 day, 8:47:05, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.0542, top5_acc: 0.2052, loss_cls: 4.4886, loss: 4.4886, grad_norm: 5.6536 2021-08-16 23:01:22,980 - mmaction - INFO - Epoch [1][740/3520] lr: 5.000e-03, eta: 1 day, 8:38:56, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.0646, top5_acc: 0.2167, loss_cls: 4.5198, loss: 4.5198, grad_norm: 5.4577 2021-08-16 23:01:34,556 - mmaction - INFO - Epoch [1][760/3520] lr: 5.000e-03, eta: 1 day, 8:31:41, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.0625, top5_acc: 0.2177, loss_cls: 4.5132, loss: 4.5132, grad_norm: 5.5428 2021-08-16 23:01:46,027 - mmaction - INFO - Epoch [1][780/3520] lr: 5.000e-03, eta: 1 day, 8:24:19, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.0833, top5_acc: 0.2469, loss_cls: 4.4543, loss: 4.4543, grad_norm: 5.6725 2021-08-16 23:01:57,534 - mmaction - INFO - Epoch [1][800/3520] lr: 5.000e-03, eta: 1 day, 8:17:37, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.0646, top5_acc: 0.2406, loss_cls: 4.4811, loss: 4.4811, grad_norm: 5.6892 2021-08-16 23:02:09,125 - mmaction - INFO - Epoch [1][820/3520] lr: 5.000e-03, eta: 1 day, 8:11:18, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0802, top5_acc: 0.2365, loss_cls: 4.5074, loss: 4.5074, grad_norm: 5.7154 2021-08-16 23:02:20,595 - mmaction - INFO - Epoch [1][840/3520] lr: 5.000e-03, eta: 1 day, 8:05:05, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0854, top5_acc: 0.2156, loss_cls: 4.4769, loss: 4.4769, grad_norm: 5.5191 2021-08-16 23:02:32,212 - mmaction - INFO - Epoch [1][860/3520] lr: 5.000e-03, eta: 1 day, 7:59:26, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.0948, top5_acc: 0.2583, loss_cls: 4.3943, loss: 4.3943, grad_norm: 5.7136 2021-08-16 23:02:43,747 - mmaction - INFO - Epoch [1][880/3520] lr: 5.000e-03, eta: 1 day, 7:53:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0833, top5_acc: 0.2417, loss_cls: 4.4192, loss: 4.4192, grad_norm: 5.6967 2021-08-16 23:02:55,370 - mmaction - INFO - Epoch [1][900/3520] lr: 5.000e-03, eta: 1 day, 7:48:47, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.0771, top5_acc: 0.2500, loss_cls: 4.4145, loss: 4.4145, grad_norm: 5.6270 2021-08-16 23:03:06,883 - mmaction - INFO - Epoch [1][920/3520] lr: 5.000e-03, eta: 1 day, 7:43:40, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.0729, top5_acc: 0.2500, loss_cls: 4.3805, loss: 4.3805, grad_norm: 5.8691 2021-08-16 23:03:18,419 - mmaction - INFO - Epoch [1][940/3520] lr: 5.000e-03, eta: 1 day, 7:38:41, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0844, top5_acc: 0.2562, loss_cls: 4.3815, loss: 4.3815, grad_norm: 5.8026 2021-08-16 23:03:29,929 - mmaction - INFO - Epoch [1][960/3520] lr: 5.000e-03, eta: 1 day, 7:33:57, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0938, top5_acc: 0.2719, loss_cls: 4.3774, loss: 4.3774, grad_norm: 5.7893 2021-08-16 23:03:41,483 - mmaction - INFO - Epoch [1][980/3520] lr: 5.000e-03, eta: 1 day, 7:29:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.0990, top5_acc: 0.2542, loss_cls: 4.4065, loss: 4.4065, grad_norm: 5.7599 2021-08-16 23:03:53,020 - mmaction - INFO - Epoch [1][1000/3520] lr: 5.000e-03, eta: 1 day, 7:25:09, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0792, top5_acc: 0.2396, loss_cls: 4.4753, loss: 4.4753, grad_norm: 5.6718 2021-08-16 23:04:04,554 - mmaction - INFO - Epoch [1][1020/3520] lr: 5.000e-03, eta: 1 day, 7:20:52, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0698, top5_acc: 0.2490, loss_cls: 4.4004, loss: 4.4004, grad_norm: 5.7895 2021-08-16 23:04:16,053 - mmaction - INFO - Epoch [1][1040/3520] lr: 5.000e-03, eta: 1 day, 7:16:49, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0885, top5_acc: 0.2354, loss_cls: 4.3805, loss: 4.3805, grad_norm: 5.7841 2021-08-16 23:04:27,521 - mmaction - INFO - Epoch [1][1060/3520] lr: 5.000e-03, eta: 1 day, 7:12:39, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.0813, top5_acc: 0.2521, loss_cls: 4.3849, loss: 4.3849, grad_norm: 5.8508 2021-08-16 23:04:39,086 - mmaction - INFO - Epoch [1][1080/3520] lr: 5.000e-03, eta: 1 day, 7:09:02, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.0969, top5_acc: 0.2469, loss_cls: 4.3944, loss: 4.3944, grad_norm: 5.9036 2021-08-16 23:04:50,658 - mmaction - INFO - Epoch [1][1100/3520] lr: 5.000e-03, eta: 1 day, 7:05:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0854, top5_acc: 0.2635, loss_cls: 4.3350, loss: 4.3350, grad_norm: 5.8307 2021-08-16 23:05:02,192 - mmaction - INFO - Epoch [1][1120/3520] lr: 5.000e-03, eta: 1 day, 7:02:01, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0958, top5_acc: 0.2479, loss_cls: 4.3691, loss: 4.3691, grad_norm: 5.8406 2021-08-16 23:05:13,756 - mmaction - INFO - Epoch [1][1140/3520] lr: 5.000e-03, eta: 1 day, 6:58:38, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.0833, top5_acc: 0.2729, loss_cls: 4.3324, loss: 4.3324, grad_norm: 5.8554 2021-08-16 23:05:25,339 - mmaction - INFO - Epoch [1][1160/3520] lr: 5.000e-03, eta: 1 day, 6:55:31, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.0885, top5_acc: 0.2615, loss_cls: 4.3185, loss: 4.3185, grad_norm: 5.7645 2021-08-16 23:05:36,813 - mmaction - INFO - Epoch [1][1180/3520] lr: 5.000e-03, eta: 1 day, 6:52:10, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.0740, top5_acc: 0.2521, loss_cls: 4.3969, loss: 4.3969, grad_norm: 5.8554 2021-08-16 23:05:48,330 - mmaction - INFO - Epoch [1][1200/3520] lr: 5.000e-03, eta: 1 day, 6:49:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0844, top5_acc: 0.2646, loss_cls: 4.3677, loss: 4.3677, grad_norm: 5.8489 2021-08-16 23:05:59,859 - mmaction - INFO - Epoch [1][1220/3520] lr: 5.000e-03, eta: 1 day, 6:46:03, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0927, top5_acc: 0.2667, loss_cls: 4.3567, loss: 4.3567, grad_norm: 6.0235 2021-08-16 23:06:11,394 - mmaction - INFO - Epoch [1][1240/3520] lr: 5.000e-03, eta: 1 day, 6:43:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.0969, top5_acc: 0.2615, loss_cls: 4.3438, loss: 4.3438, grad_norm: 5.8290 2021-08-16 23:06:23,015 - mmaction - INFO - Epoch [1][1260/3520] lr: 5.000e-03, eta: 1 day, 6:40:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1000, top5_acc: 0.2812, loss_cls: 4.3555, loss: 4.3555, grad_norm: 5.8144 2021-08-16 23:06:34,512 - mmaction - INFO - Epoch [1][1280/3520] lr: 5.000e-03, eta: 1 day, 6:37:48, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1042, top5_acc: 0.2750, loss_cls: 4.2823, loss: 4.2823, grad_norm: 5.9660 2021-08-16 23:06:46,028 - mmaction - INFO - Epoch [1][1300/3520] lr: 5.000e-03, eta: 1 day, 6:35:04, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.0885, top5_acc: 0.2708, loss_cls: 4.3585, loss: 4.3585, grad_norm: 5.8785 2021-08-16 23:06:57,549 - mmaction - INFO - Epoch [1][1320/3520] lr: 5.000e-03, eta: 1 day, 6:32:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.0969, top5_acc: 0.2771, loss_cls: 4.2969, loss: 4.2969, grad_norm: 5.9543 2021-08-16 23:07:09,192 - mmaction - INFO - Epoch [1][1340/3520] lr: 5.000e-03, eta: 1 day, 6:30:05, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.0813, top5_acc: 0.2719, loss_cls: 4.3115, loss: 4.3115, grad_norm: 5.8713 2021-08-16 23:07:20,708 - mmaction - INFO - Epoch [1][1360/3520] lr: 5.000e-03, eta: 1 day, 6:27:46, time: 0.580, data_time: 0.005, memory: 8335, top1_acc: 0.0896, top5_acc: 0.2885, loss_cls: 4.3017, loss: 4.3017, grad_norm: 5.8790 2021-08-16 23:07:32,195 - mmaction - INFO - Epoch [1][1380/3520] lr: 5.000e-03, eta: 1 day, 6:25:12, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.1031, top5_acc: 0.2875, loss_cls: 4.3058, loss: 4.3058, grad_norm: 5.8688 2021-08-16 23:07:43,705 - mmaction - INFO - Epoch [1][1400/3520] lr: 5.000e-03, eta: 1 day, 6:22:53, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.1094, top5_acc: 0.2875, loss_cls: 4.2441, loss: 4.2441, grad_norm: 5.9546 2021-08-16 23:07:55,271 - mmaction - INFO - Epoch [1][1420/3520] lr: 5.000e-03, eta: 1 day, 6:20:42, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0896, top5_acc: 0.2865, loss_cls: 4.2935, loss: 4.2935, grad_norm: 6.0443 2021-08-16 23:08:06,764 - mmaction - INFO - Epoch [1][1440/3520] lr: 5.000e-03, eta: 1 day, 6:18:28, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1219, top5_acc: 0.2906, loss_cls: 4.2764, loss: 4.2764, grad_norm: 6.0031 2021-08-16 23:08:18,162 - mmaction - INFO - Epoch [1][1460/3520] lr: 5.000e-03, eta: 1 day, 6:16:05, time: 0.570, data_time: 0.001, memory: 8335, top1_acc: 0.1094, top5_acc: 0.2969, loss_cls: 4.2464, loss: 4.2464, grad_norm: 6.1119 2021-08-16 23:08:29,799 - mmaction - INFO - Epoch [1][1480/3520] lr: 5.000e-03, eta: 1 day, 6:14:08, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1031, top5_acc: 0.2740, loss_cls: 4.2875, loss: 4.2875, grad_norm: 5.9917 2021-08-16 23:08:41,370 - mmaction - INFO - Epoch [1][1500/3520] lr: 5.000e-03, eta: 1 day, 6:12:15, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.0917, top5_acc: 0.2833, loss_cls: 4.2743, loss: 4.2743, grad_norm: 5.9434 2021-08-16 23:08:52,880 - mmaction - INFO - Epoch [1][1520/3520] lr: 5.000e-03, eta: 1 day, 6:10:10, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1042, top5_acc: 0.3083, loss_cls: 4.2114, loss: 4.2114, grad_norm: 6.0601 2021-08-16 23:09:04,379 - mmaction - INFO - Epoch [1][1540/3520] lr: 5.000e-03, eta: 1 day, 6:08:11, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1021, top5_acc: 0.2802, loss_cls: 4.2461, loss: 4.2461, grad_norm: 6.3004 2021-08-16 23:09:15,910 - mmaction - INFO - Epoch [1][1560/3520] lr: 5.000e-03, eta: 1 day, 6:06:15, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.0958, top5_acc: 0.2625, loss_cls: 4.3444, loss: 4.3444, grad_norm: 6.0409 2021-08-16 23:09:27,364 - mmaction - INFO - Epoch [1][1580/3520] lr: 5.000e-03, eta: 1 day, 6:04:19, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1031, top5_acc: 0.2969, loss_cls: 4.2339, loss: 4.2339, grad_norm: 6.0416 2021-08-16 23:09:38,980 - mmaction - INFO - Epoch [1][1600/3520] lr: 5.000e-03, eta: 1 day, 6:02:34, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.0990, top5_acc: 0.3052, loss_cls: 4.1723, loss: 4.1723, grad_norm: 6.1865 2021-08-16 23:09:50,447 - mmaction - INFO - Epoch [1][1620/3520] lr: 5.000e-03, eta: 1 day, 6:00:46, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.1062, top5_acc: 0.2865, loss_cls: 4.2189, loss: 4.2189, grad_norm: 6.2130 2021-08-16 23:10:02,015 - mmaction - INFO - Epoch [1][1640/3520] lr: 5.000e-03, eta: 1 day, 5:59:03, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1146, top5_acc: 0.2812, loss_cls: 4.2091, loss: 4.2091, grad_norm: 6.0548 2021-08-16 23:10:13,542 - mmaction - INFO - Epoch [1][1660/3520] lr: 5.000e-03, eta: 1 day, 5:57:24, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1135, top5_acc: 0.3052, loss_cls: 4.2242, loss: 4.2242, grad_norm: 5.9528 2021-08-16 23:10:25,100 - mmaction - INFO - Epoch [1][1680/3520] lr: 5.000e-03, eta: 1 day, 5:55:41, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1094, top5_acc: 0.3083, loss_cls: 4.1743, loss: 4.1743, grad_norm: 5.9480 2021-08-16 23:10:36,565 - mmaction - INFO - Epoch [1][1700/3520] lr: 5.000e-03, eta: 1 day, 5:54:02, time: 0.576, data_time: 0.005, memory: 8335, top1_acc: 0.1021, top5_acc: 0.2896, loss_cls: 4.2097, loss: 4.2097, grad_norm: 6.1600 2021-08-16 23:10:48,130 - mmaction - INFO - Epoch [1][1720/3520] lr: 5.000e-03, eta: 1 day, 5:52:27, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1094, top5_acc: 0.3344, loss_cls: 4.1467, loss: 4.1467, grad_norm: 6.2636 2021-08-16 23:10:59,623 - mmaction - INFO - Epoch [1][1740/3520] lr: 5.000e-03, eta: 1 day, 5:50:53, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1135, top5_acc: 0.2917, loss_cls: 4.1890, loss: 4.1890, grad_norm: 6.2105 2021-08-16 23:11:11,140 - mmaction - INFO - Epoch [1][1760/3520] lr: 5.000e-03, eta: 1 day, 5:49:19, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1031, top5_acc: 0.3000, loss_cls: 4.2626, loss: 4.2626, grad_norm: 6.1906 2021-08-16 23:11:22,626 - mmaction - INFO - Epoch [1][1780/3520] lr: 5.000e-03, eta: 1 day, 5:47:44, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.0969, top5_acc: 0.2990, loss_cls: 4.1848, loss: 4.1848, grad_norm: 6.2472 2021-08-16 23:11:34,199 - mmaction - INFO - Epoch [1][1800/3520] lr: 5.000e-03, eta: 1 day, 5:46:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1104, top5_acc: 0.2823, loss_cls: 4.2620, loss: 4.2620, grad_norm: 6.1850 2021-08-16 23:11:45,677 - mmaction - INFO - Epoch [1][1820/3520] lr: 5.000e-03, eta: 1 day, 5:44:51, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1146, top5_acc: 0.3052, loss_cls: 4.1789, loss: 4.1789, grad_norm: 6.2353 2021-08-16 23:11:57,197 - mmaction - INFO - Epoch [1][1840/3520] lr: 5.000e-03, eta: 1 day, 5:43:22, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1083, top5_acc: 0.3021, loss_cls: 4.2278, loss: 4.2278, grad_norm: 6.2857 2021-08-16 23:12:08,704 - mmaction - INFO - Epoch [1][1860/3520] lr: 5.000e-03, eta: 1 day, 5:41:58, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1052, top5_acc: 0.3292, loss_cls: 4.1487, loss: 4.1487, grad_norm: 6.1772 2021-08-16 23:12:20,284 - mmaction - INFO - Epoch [1][1880/3520] lr: 5.000e-03, eta: 1 day, 5:40:40, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1010, top5_acc: 0.2979, loss_cls: 4.1956, loss: 4.1956, grad_norm: 6.2208 2021-08-16 23:12:31,881 - mmaction - INFO - Epoch [1][1900/3520] lr: 5.000e-03, eta: 1 day, 5:39:27, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1302, top5_acc: 0.3417, loss_cls: 4.1279, loss: 4.1279, grad_norm: 6.1871 2021-08-16 23:12:43,452 - mmaction - INFO - Epoch [1][1920/3520] lr: 5.000e-03, eta: 1 day, 5:38:08, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.1125, top5_acc: 0.2948, loss_cls: 4.1767, loss: 4.1767, grad_norm: 6.2084 2021-08-16 23:12:54,927 - mmaction - INFO - Epoch [1][1940/3520] lr: 5.000e-03, eta: 1 day, 5:36:49, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.1062, top5_acc: 0.3021, loss_cls: 4.2050, loss: 4.2050, grad_norm: 6.3206 2021-08-16 23:13:06,476 - mmaction - INFO - Epoch [1][1960/3520] lr: 5.000e-03, eta: 1 day, 5:35:33, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.0969, top5_acc: 0.3208, loss_cls: 4.1083, loss: 4.1083, grad_norm: 6.0293 2021-08-16 23:13:17,995 - mmaction - INFO - Epoch [1][1980/3520] lr: 5.000e-03, eta: 1 day, 5:34:18, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1115, top5_acc: 0.3104, loss_cls: 4.1980, loss: 4.1980, grad_norm: 6.1964 2021-08-16 23:13:29,604 - mmaction - INFO - Epoch [1][2000/3520] lr: 5.000e-03, eta: 1 day, 5:33:09, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1052, top5_acc: 0.2917, loss_cls: 4.2069, loss: 4.2069, grad_norm: 6.2466 2021-08-16 23:13:41,166 - mmaction - INFO - Epoch [1][2020/3520] lr: 5.000e-03, eta: 1 day, 5:32:03, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.0969, top5_acc: 0.2833, loss_cls: 4.2664, loss: 4.2664, grad_norm: 6.1075 2021-08-16 23:13:52,707 - mmaction - INFO - Epoch [1][2040/3520] lr: 5.000e-03, eta: 1 day, 5:30:48, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1240, top5_acc: 0.3021, loss_cls: 4.2143, loss: 4.2143, grad_norm: 6.2996 2021-08-16 23:14:04,140 - mmaction - INFO - Epoch [1][2060/3520] lr: 5.000e-03, eta: 1 day, 5:29:34, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.1323, top5_acc: 0.3281, loss_cls: 4.0878, loss: 4.0878, grad_norm: 6.3020 2021-08-16 23:14:15,670 - mmaction - INFO - Epoch [1][2080/3520] lr: 5.000e-03, eta: 1 day, 5:28:24, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1323, top5_acc: 0.3250, loss_cls: 4.1086, loss: 4.1086, grad_norm: 6.1221 2021-08-16 23:14:27,250 - mmaction - INFO - Epoch [1][2100/3520] lr: 5.000e-03, eta: 1 day, 5:27:22, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1208, top5_acc: 0.3135, loss_cls: 4.1315, loss: 4.1315, grad_norm: 6.2544 2021-08-16 23:14:38,897 - mmaction - INFO - Epoch [1][2120/3520] lr: 5.000e-03, eta: 1 day, 5:26:20, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1073, top5_acc: 0.2938, loss_cls: 4.1478, loss: 4.1478, grad_norm: 6.3728 2021-08-16 23:14:50,351 - mmaction - INFO - Epoch [1][2140/3520] lr: 5.000e-03, eta: 1 day, 5:25:12, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1271, top5_acc: 0.3260, loss_cls: 4.0536, loss: 4.0536, grad_norm: 6.2752 2021-08-16 23:15:01,897 - mmaction - INFO - Epoch [1][2160/3520] lr: 5.000e-03, eta: 1 day, 5:24:07, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.1073, top5_acc: 0.3427, loss_cls: 4.0855, loss: 4.0855, grad_norm: 6.4524 2021-08-16 23:15:13,427 - mmaction - INFO - Epoch [1][2180/3520] lr: 5.000e-03, eta: 1 day, 5:23:05, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1313, top5_acc: 0.3375, loss_cls: 4.0960, loss: 4.0960, grad_norm: 6.5235 2021-08-16 23:15:25,072 - mmaction - INFO - Epoch [1][2200/3520] lr: 5.000e-03, eta: 1 day, 5:22:09, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1156, top5_acc: 0.3260, loss_cls: 4.0401, loss: 4.0401, grad_norm: 6.5018 2021-08-16 23:15:36,494 - mmaction - INFO - Epoch [1][2220/3520] lr: 5.000e-03, eta: 1 day, 5:21:01, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.1240, top5_acc: 0.3135, loss_cls: 4.1526, loss: 4.1526, grad_norm: 6.4132 2021-08-16 23:15:48,067 - mmaction - INFO - Epoch [1][2240/3520] lr: 5.000e-03, eta: 1 day, 5:20:01, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.1344, top5_acc: 0.3427, loss_cls: 4.0336, loss: 4.0336, grad_norm: 6.2349 2021-08-16 23:15:59,613 - mmaction - INFO - Epoch [1][2260/3520] lr: 5.000e-03, eta: 1 day, 5:19:03, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1177, top5_acc: 0.3063, loss_cls: 4.0729, loss: 4.0729, grad_norm: 6.3521 2021-08-16 23:16:11,146 - mmaction - INFO - Epoch [1][2280/3520] lr: 5.000e-03, eta: 1 day, 5:18:03, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1094, top5_acc: 0.3208, loss_cls: 4.1016, loss: 4.1016, grad_norm: 6.3965 2021-08-16 23:16:22,657 - mmaction - INFO - Epoch [1][2300/3520] lr: 5.000e-03, eta: 1 day, 5:17:05, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1313, top5_acc: 0.3458, loss_cls: 4.0207, loss: 4.0207, grad_norm: 6.5282 2021-08-16 23:16:34,248 - mmaction - INFO - Epoch [1][2320/3520] lr: 5.000e-03, eta: 1 day, 5:16:09, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1417, top5_acc: 0.3583, loss_cls: 4.0156, loss: 4.0156, grad_norm: 6.3906 2021-08-16 23:16:45,794 - mmaction - INFO - Epoch [1][2340/3520] lr: 5.000e-03, eta: 1 day, 5:15:16, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.1115, top5_acc: 0.3167, loss_cls: 4.1143, loss: 4.1143, grad_norm: 6.3822 2021-08-16 23:16:57,405 - mmaction - INFO - Epoch [1][2360/3520] lr: 5.000e-03, eta: 1 day, 5:14:22, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1344, top5_acc: 0.3052, loss_cls: 4.1301, loss: 4.1301, grad_norm: 6.2332 2021-08-16 23:17:08,891 - mmaction - INFO - Epoch [1][2380/3520] lr: 5.000e-03, eta: 1 day, 5:13:27, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.1198, top5_acc: 0.3177, loss_cls: 4.1146, loss: 4.1146, grad_norm: 6.3769 2021-08-16 23:17:20,474 - mmaction - INFO - Epoch [1][2400/3520] lr: 5.000e-03, eta: 1 day, 5:12:34, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1198, top5_acc: 0.3458, loss_cls: 4.0879, loss: 4.0879, grad_norm: 6.3205 2021-08-16 23:17:31,997 - mmaction - INFO - Epoch [1][2420/3520] lr: 5.000e-03, eta: 1 day, 5:11:41, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1021, top5_acc: 0.3010, loss_cls: 4.2245, loss: 4.2245, grad_norm: 6.4840 2021-08-16 23:17:43,522 - mmaction - INFO - Epoch [1][2440/3520] lr: 5.000e-03, eta: 1 day, 5:10:46, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1187, top5_acc: 0.3187, loss_cls: 4.1451, loss: 4.1451, grad_norm: 6.2240 2021-08-16 23:17:55,017 - mmaction - INFO - Epoch [1][2460/3520] lr: 5.000e-03, eta: 1 day, 5:09:53, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1125, top5_acc: 0.3125, loss_cls: 4.1350, loss: 4.1350, grad_norm: 6.5031 2021-08-16 23:18:06,587 - mmaction - INFO - Epoch [1][2480/3520] lr: 5.000e-03, eta: 1 day, 5:09:02, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1260, top5_acc: 0.3010, loss_cls: 4.1481, loss: 4.1481, grad_norm: 6.2653 2021-08-16 23:18:18,094 - mmaction - INFO - Epoch [1][2500/3520] lr: 5.000e-03, eta: 1 day, 5:08:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1198, top5_acc: 0.3146, loss_cls: 4.0806, loss: 4.0806, grad_norm: 6.4878 2021-08-16 23:18:29,645 - mmaction - INFO - Epoch [1][2520/3520] lr: 5.000e-03, eta: 1 day, 5:07:20, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.1094, top5_acc: 0.3365, loss_cls: 4.0806, loss: 4.0806, grad_norm: 6.4010 2021-08-16 23:18:41,300 - mmaction - INFO - Epoch [1][2540/3520] lr: 5.000e-03, eta: 1 day, 5:06:40, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.1292, top5_acc: 0.3427, loss_cls: 4.0117, loss: 4.0117, grad_norm: 6.3281 2021-08-16 23:18:52,850 - mmaction - INFO - Epoch [1][2560/3520] lr: 5.000e-03, eta: 1 day, 5:05:50, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1146, top5_acc: 0.3104, loss_cls: 4.1099, loss: 4.1099, grad_norm: 6.3150 2021-08-16 23:19:04,332 - mmaction - INFO - Epoch [1][2580/3520] lr: 5.000e-03, eta: 1 day, 5:04:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1271, top5_acc: 0.3073, loss_cls: 4.1553, loss: 4.1553, grad_norm: 6.4028 2021-08-16 23:19:15,897 - mmaction - INFO - Epoch [1][2600/3520] lr: 5.000e-03, eta: 1 day, 5:04:11, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1187, top5_acc: 0.3438, loss_cls: 4.0567, loss: 4.0567, grad_norm: 6.2984 2021-08-16 23:19:27,430 - mmaction - INFO - Epoch [1][2620/3520] lr: 5.000e-03, eta: 1 day, 5:03:26, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1292, top5_acc: 0.3333, loss_cls: 4.0855, loss: 4.0855, grad_norm: 6.3566 2021-08-16 23:19:38,953 - mmaction - INFO - Epoch [1][2640/3520] lr: 5.000e-03, eta: 1 day, 5:02:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1333, top5_acc: 0.3385, loss_cls: 4.0717, loss: 4.0717, grad_norm: 6.3134 2021-08-16 23:19:50,453 - mmaction - INFO - Epoch [1][2660/3520] lr: 5.000e-03, eta: 1 day, 5:01:49, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1333, top5_acc: 0.3479, loss_cls: 4.0208, loss: 4.0208, grad_norm: 6.3518 2021-08-16 23:20:02,032 - mmaction - INFO - Epoch [1][2680/3520] lr: 5.000e-03, eta: 1 day, 5:01:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1177, top5_acc: 0.3198, loss_cls: 4.1165, loss: 4.1165, grad_norm: 6.4394 2021-08-16 23:20:13,475 - mmaction - INFO - Epoch [1][2700/3520] lr: 5.000e-03, eta: 1 day, 5:00:15, time: 0.575, data_time: 0.004, memory: 8335, top1_acc: 0.1198, top5_acc: 0.3344, loss_cls: 4.0469, loss: 4.0469, grad_norm: 6.4403 2021-08-16 23:20:24,963 - mmaction - INFO - Epoch [1][2720/3520] lr: 5.000e-03, eta: 1 day, 4:59:25, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.1385, top5_acc: 0.3500, loss_cls: 4.0240, loss: 4.0240, grad_norm: 6.5761 2021-08-16 23:20:36,484 - mmaction - INFO - Epoch [1][2740/3520] lr: 5.000e-03, eta: 1 day, 4:58:42, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1260, top5_acc: 0.3604, loss_cls: 4.0017, loss: 4.0017, grad_norm: 6.4319 2021-08-16 23:20:48,066 - mmaction - INFO - Epoch [1][2760/3520] lr: 5.000e-03, eta: 1 day, 4:57:57, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1156, top5_acc: 0.3656, loss_cls: 4.0009, loss: 4.0009, grad_norm: 6.3705 2021-08-16 23:20:59,484 - mmaction - INFO - Epoch [1][2780/3520] lr: 5.000e-03, eta: 1 day, 4:57:10, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.1375, top5_acc: 0.3312, loss_cls: 4.0391, loss: 4.0391, grad_norm: 6.5428 2021-08-16 23:21:11,036 - mmaction - INFO - Epoch [1][2800/3520] lr: 5.000e-03, eta: 1 day, 4:56:25, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1240, top5_acc: 0.3542, loss_cls: 4.0315, loss: 4.0315, grad_norm: 6.6567 2021-08-16 23:21:22,507 - mmaction - INFO - Epoch [1][2820/3520] lr: 5.000e-03, eta: 1 day, 4:55:42, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1219, top5_acc: 0.3458, loss_cls: 4.0232, loss: 4.0232, grad_norm: 6.3207 2021-08-16 23:21:34,073 - mmaction - INFO - Epoch [1][2840/3520] lr: 5.000e-03, eta: 1 day, 4:55:00, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1281, top5_acc: 0.3510, loss_cls: 4.0763, loss: 4.0763, grad_norm: 6.3703 2021-08-16 23:21:45,554 - mmaction - INFO - Epoch [1][2860/3520] lr: 5.000e-03, eta: 1 day, 4:54:16, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1229, top5_acc: 0.3312, loss_cls: 4.0954, loss: 4.0954, grad_norm: 6.4022 2021-08-16 23:21:57,075 - mmaction - INFO - Epoch [1][2880/3520] lr: 5.000e-03, eta: 1 day, 4:53:33, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1302, top5_acc: 0.3323, loss_cls: 4.0372, loss: 4.0372, grad_norm: 6.5267 2021-08-16 23:22:08,514 - mmaction - INFO - Epoch [1][2900/3520] lr: 5.000e-03, eta: 1 day, 4:52:48, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1219, top5_acc: 0.3365, loss_cls: 4.1114, loss: 4.1114, grad_norm: 6.3822 2021-08-16 23:22:19,997 - mmaction - INFO - Epoch [1][2920/3520] lr: 5.000e-03, eta: 1 day, 4:52:03, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.1458, top5_acc: 0.3406, loss_cls: 4.0238, loss: 4.0238, grad_norm: 6.5573 2021-08-16 23:22:31,573 - mmaction - INFO - Epoch [1][2940/3520] lr: 5.000e-03, eta: 1 day, 4:51:26, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1260, top5_acc: 0.3500, loss_cls: 4.0415, loss: 4.0415, grad_norm: 6.3974 2021-08-16 23:22:43,133 - mmaction - INFO - Epoch [1][2960/3520] lr: 5.000e-03, eta: 1 day, 4:50:47, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1365, top5_acc: 0.3750, loss_cls: 3.9053, loss: 3.9053, grad_norm: 6.4960 2021-08-16 23:22:54,597 - mmaction - INFO - Epoch [1][2980/3520] lr: 5.000e-03, eta: 1 day, 4:50:06, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1250, top5_acc: 0.3563, loss_cls: 4.0119, loss: 4.0119, grad_norm: 6.5439 2021-08-16 23:23:06,168 - mmaction - INFO - Epoch [1][3000/3520] lr: 5.000e-03, eta: 1 day, 4:49:27, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1573, top5_acc: 0.3385, loss_cls: 3.9727, loss: 3.9727, grad_norm: 6.4403 2021-08-16 23:23:17,605 - mmaction - INFO - Epoch [1][3020/3520] lr: 5.000e-03, eta: 1 day, 4:48:45, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.1229, top5_acc: 0.3219, loss_cls: 4.1192, loss: 4.1192, grad_norm: 6.4665 2021-08-16 23:23:29,132 - mmaction - INFO - Epoch [1][3040/3520] lr: 5.000e-03, eta: 1 day, 4:48:05, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1365, top5_acc: 0.3479, loss_cls: 4.0367, loss: 4.0367, grad_norm: 6.6216 2021-08-16 23:23:40,599 - mmaction - INFO - Epoch [1][3060/3520] lr: 5.000e-03, eta: 1 day, 4:47:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1302, top5_acc: 0.3656, loss_cls: 3.9429, loss: 3.9429, grad_norm: 6.6082 2021-08-16 23:23:52,090 - mmaction - INFO - Epoch [1][3080/3520] lr: 5.000e-03, eta: 1 day, 4:46:43, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.1146, top5_acc: 0.3187, loss_cls: 4.1008, loss: 4.1008, grad_norm: 6.5784 2021-08-16 23:24:03,595 - mmaction - INFO - Epoch [1][3100/3520] lr: 5.000e-03, eta: 1 day, 4:46:06, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1448, top5_acc: 0.3323, loss_cls: 4.0276, loss: 4.0276, grad_norm: 6.4691 2021-08-16 23:24:15,138 - mmaction - INFO - Epoch [1][3120/3520] lr: 5.000e-03, eta: 1 day, 4:45:29, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1458, top5_acc: 0.3771, loss_cls: 3.9396, loss: 3.9396, grad_norm: 6.5116 2021-08-16 23:24:26,728 - mmaction - INFO - Epoch [1][3140/3520] lr: 5.000e-03, eta: 1 day, 4:44:57, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1490, top5_acc: 0.3521, loss_cls: 3.9592, loss: 3.9592, grad_norm: 6.6017 2021-08-16 23:24:38,267 - mmaction - INFO - Epoch [1][3160/3520] lr: 5.000e-03, eta: 1 day, 4:44:21, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1417, top5_acc: 0.3427, loss_cls: 4.0128, loss: 4.0128, grad_norm: 6.5680 2021-08-16 23:24:49,786 - mmaction - INFO - Epoch [1][3180/3520] lr: 5.000e-03, eta: 1 day, 4:43:43, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1323, top5_acc: 0.3260, loss_cls: 4.0413, loss: 4.0413, grad_norm: 6.4739 2021-08-16 23:25:01,285 - mmaction - INFO - Epoch [1][3200/3520] lr: 5.000e-03, eta: 1 day, 4:43:07, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1271, top5_acc: 0.3448, loss_cls: 4.0495, loss: 4.0495, grad_norm: 6.3929 2021-08-16 23:25:12,755 - mmaction - INFO - Epoch [1][3220/3520] lr: 5.000e-03, eta: 1 day, 4:42:27, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.1396, top5_acc: 0.3458, loss_cls: 3.9982, loss: 3.9982, grad_norm: 6.5108 2021-08-16 23:25:24,209 - mmaction - INFO - Epoch [1][3240/3520] lr: 5.000e-03, eta: 1 day, 4:41:49, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1469, top5_acc: 0.3521, loss_cls: 3.9634, loss: 3.9634, grad_norm: 6.5993 2021-08-16 23:25:35,845 - mmaction - INFO - Epoch [1][3260/3520] lr: 5.000e-03, eta: 1 day, 4:41:17, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1302, top5_acc: 0.3344, loss_cls: 4.0560, loss: 4.0560, grad_norm: 6.6122 2021-08-16 23:25:47,313 - mmaction - INFO - Epoch [1][3280/3520] lr: 5.000e-03, eta: 1 day, 4:40:42, time: 0.576, data_time: 0.005, memory: 8335, top1_acc: 0.1344, top5_acc: 0.3698, loss_cls: 3.9217, loss: 3.9217, grad_norm: 6.4725 2021-08-16 23:25:58,849 - mmaction - INFO - Epoch [1][3300/3520] lr: 5.000e-03, eta: 1 day, 4:40:07, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.1385, top5_acc: 0.3448, loss_cls: 4.0507, loss: 4.0507, grad_norm: 6.7818 2021-08-16 23:26:10,380 - mmaction - INFO - Epoch [1][3320/3520] lr: 5.000e-03, eta: 1 day, 4:39:35, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1385, top5_acc: 0.3333, loss_cls: 4.0548, loss: 4.0548, grad_norm: 6.4391 2021-08-16 23:26:21,910 - mmaction - INFO - Epoch [1][3340/3520] lr: 5.000e-03, eta: 1 day, 4:38:59, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1333, top5_acc: 0.3615, loss_cls: 3.9529, loss: 3.9529, grad_norm: 6.4897 2021-08-16 23:26:33,403 - mmaction - INFO - Epoch [1][3360/3520] lr: 5.000e-03, eta: 1 day, 4:38:25, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1458, top5_acc: 0.3677, loss_cls: 3.9702, loss: 3.9702, grad_norm: 6.5994 2021-08-16 23:26:45,065 - mmaction - INFO - Epoch [1][3380/3520] lr: 5.000e-03, eta: 1 day, 4:37:58, time: 0.582, data_time: 0.004, memory: 8335, top1_acc: 0.1448, top5_acc: 0.3375, loss_cls: 4.0149, loss: 4.0149, grad_norm: 6.4882 2021-08-16 23:26:56,643 - mmaction - INFO - Epoch [1][3400/3520] lr: 5.000e-03, eta: 1 day, 4:37:28, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1542, top5_acc: 0.3635, loss_cls: 3.9593, loss: 3.9593, grad_norm: 6.4899 2021-08-16 23:27:08,306 - mmaction - INFO - Epoch [1][3420/3520] lr: 5.000e-03, eta: 1 day, 4:37:02, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.1229, top5_acc: 0.3479, loss_cls: 4.0272, loss: 4.0272, grad_norm: 6.6150 2021-08-16 23:27:19,824 - mmaction - INFO - Epoch [1][3440/3520] lr: 5.000e-03, eta: 1 day, 4:36:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1177, top5_acc: 0.3302, loss_cls: 4.0901, loss: 4.0901, grad_norm: 6.5534 2021-08-16 23:27:31,422 - mmaction - INFO - Epoch [1][3460/3520] lr: 5.000e-03, eta: 1 day, 4:35:59, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1250, top5_acc: 0.3604, loss_cls: 4.0063, loss: 4.0063, grad_norm: 6.4535 2021-08-16 23:27:42,936 - mmaction - INFO - Epoch [1][3480/3520] lr: 5.000e-03, eta: 1 day, 4:35:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1479, top5_acc: 0.3625, loss_cls: 3.9903, loss: 3.9903, grad_norm: 6.3501 2021-08-16 23:27:54,486 - mmaction - INFO - Epoch [1][3500/3520] lr: 5.000e-03, eta: 1 day, 4:34:56, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1104, top5_acc: 0.3167, loss_cls: 4.0649, loss: 4.0649, grad_norm: 6.5095 2021-08-16 23:28:05,616 - mmaction - INFO - Epoch [1][3520/3520] lr: 5.000e-03, eta: 1 day, 4:34:05, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.1370, top5_acc: 0.3359, loss_cls: 4.0072, loss: 4.0072, grad_norm: 6.4716 2021-08-16 23:28:07,683 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-08-16 23:29:31,571 - mmaction - INFO - Epoch [2][20/3520] lr: 5.000e-03, eta: 1 day, 5:31:24, time: 4.139, data_time: 3.535, memory: 8335, top1_acc: 0.1437, top5_acc: 0.3563, loss_cls: 3.9517, loss: 3.9517, grad_norm: 6.6520 2021-08-16 23:29:43,098 - mmaction - INFO - Epoch [2][40/3520] lr: 5.000e-03, eta: 1 day, 5:30:34, time: 0.577, data_time: 0.006, memory: 8335, top1_acc: 0.1406, top5_acc: 0.3719, loss_cls: 3.9710, loss: 3.9710, grad_norm: 6.4858 2021-08-16 23:29:54,519 - mmaction - INFO - Epoch [2][60/3520] lr: 5.000e-03, eta: 1 day, 5:29:40, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.1469, top5_acc: 0.3708, loss_cls: 3.9422, loss: 3.9422, grad_norm: 6.5779 2021-08-16 23:30:05,983 - mmaction - INFO - Epoch [2][80/3520] lr: 5.000e-03, eta: 1 day, 5:28:46, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.1313, top5_acc: 0.3844, loss_cls: 3.8880, loss: 3.8880, grad_norm: 6.4746 2021-08-16 23:30:17,457 - mmaction - INFO - Epoch [2][100/3520] lr: 5.000e-03, eta: 1 day, 5:27:55, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1500, top5_acc: 0.3542, loss_cls: 3.8973, loss: 3.8973, grad_norm: 6.4553 2021-08-16 23:30:28,977 - mmaction - INFO - Epoch [2][120/3520] lr: 5.000e-03, eta: 1 day, 5:27:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1354, top5_acc: 0.3583, loss_cls: 3.9714, loss: 3.9714, grad_norm: 6.5533 2021-08-16 23:30:40,437 - mmaction - INFO - Epoch [2][140/3520] lr: 5.000e-03, eta: 1 day, 5:26:13, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.1542, top5_acc: 0.3604, loss_cls: 3.9402, loss: 3.9402, grad_norm: 6.5670 2021-08-16 23:30:52,090 - mmaction - INFO - Epoch [2][160/3520] lr: 5.000e-03, eta: 1 day, 5:25:29, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.1437, top5_acc: 0.3917, loss_cls: 3.8771, loss: 3.8771, grad_norm: 6.3251 2021-08-16 23:31:03,607 - mmaction - INFO - Epoch [2][180/3520] lr: 5.000e-03, eta: 1 day, 5:24:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1479, top5_acc: 0.3698, loss_cls: 3.9289, loss: 3.9289, grad_norm: 6.6255 2021-08-16 23:31:15,184 - mmaction - INFO - Epoch [2][200/3520] lr: 5.000e-03, eta: 1 day, 5:23:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1562, top5_acc: 0.3792, loss_cls: 3.9517, loss: 3.9517, grad_norm: 6.6182 2021-08-16 23:31:26,761 - mmaction - INFO - Epoch [2][220/3520] lr: 5.000e-03, eta: 1 day, 5:23:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1396, top5_acc: 0.3615, loss_cls: 3.9570, loss: 3.9570, grad_norm: 6.6852 2021-08-16 23:31:38,294 - mmaction - INFO - Epoch [2][240/3520] lr: 5.000e-03, eta: 1 day, 5:22:23, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1542, top5_acc: 0.3958, loss_cls: 3.8948, loss: 3.8948, grad_norm: 6.6310 2021-08-16 23:31:49,805 - mmaction - INFO - Epoch [2][260/3520] lr: 5.000e-03, eta: 1 day, 5:21:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1469, top5_acc: 0.3844, loss_cls: 3.8618, loss: 3.8618, grad_norm: 6.6797 2021-08-16 23:32:01,443 - mmaction - INFO - Epoch [2][280/3520] lr: 5.000e-03, eta: 1 day, 5:20:56, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1521, top5_acc: 0.3615, loss_cls: 3.9328, loss: 3.9328, grad_norm: 6.5503 2021-08-16 23:32:12,947 - mmaction - INFO - Epoch [2][300/3520] lr: 5.000e-03, eta: 1 day, 5:20:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1396, top5_acc: 0.3677, loss_cls: 3.9436, loss: 3.9436, grad_norm: 6.6267 2021-08-16 23:32:24,495 - mmaction - INFO - Epoch [2][320/3520] lr: 5.000e-03, eta: 1 day, 5:19:24, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1604, top5_acc: 0.4135, loss_cls: 3.8167, loss: 3.8167, grad_norm: 6.6510 2021-08-16 23:32:35,913 - mmaction - INFO - Epoch [2][340/3520] lr: 5.000e-03, eta: 1 day, 5:18:35, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.1594, top5_acc: 0.3719, loss_cls: 3.8840, loss: 3.8840, grad_norm: 6.5000 2021-08-16 23:32:47,477 - mmaction - INFO - Epoch [2][360/3520] lr: 5.000e-03, eta: 1 day, 5:17:50, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1510, top5_acc: 0.3917, loss_cls: 3.8192, loss: 3.8192, grad_norm: 6.7524 2021-08-16 23:32:58,967 - mmaction - INFO - Epoch [2][380/3520] lr: 5.000e-03, eta: 1 day, 5:17:06, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1333, top5_acc: 0.3708, loss_cls: 3.9269, loss: 3.9269, grad_norm: 6.7415 2021-08-16 23:33:10,472 - mmaction - INFO - Epoch [2][400/3520] lr: 5.000e-03, eta: 1 day, 5:16:20, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1417, top5_acc: 0.3729, loss_cls: 3.8990, loss: 3.8990, grad_norm: 6.7036 2021-08-16 23:33:22,055 - mmaction - INFO - Epoch [2][420/3520] lr: 5.000e-03, eta: 1 day, 5:15:40, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1479, top5_acc: 0.3781, loss_cls: 3.8978, loss: 3.8978, grad_norm: 6.6067 2021-08-16 23:33:33,540 - mmaction - INFO - Epoch [2][440/3520] lr: 5.000e-03, eta: 1 day, 5:14:54, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1479, top5_acc: 0.3896, loss_cls: 3.8577, loss: 3.8577, grad_norm: 6.5236 2021-08-16 23:33:45,096 - mmaction - INFO - Epoch [2][460/3520] lr: 5.000e-03, eta: 1 day, 5:14:11, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1521, top5_acc: 0.3833, loss_cls: 3.8838, loss: 3.8838, grad_norm: 6.5773 2021-08-16 23:33:56,602 - mmaction - INFO - Epoch [2][480/3520] lr: 5.000e-03, eta: 1 day, 5:13:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1479, top5_acc: 0.3937, loss_cls: 3.8337, loss: 3.8337, grad_norm: 6.5027 2021-08-16 23:34:08,140 - mmaction - INFO - Epoch [2][500/3520] lr: 5.000e-03, eta: 1 day, 5:12:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1344, top5_acc: 0.3594, loss_cls: 3.9415, loss: 3.9415, grad_norm: 6.5048 2021-08-16 23:34:19,645 - mmaction - INFO - Epoch [2][520/3520] lr: 5.000e-03, eta: 1 day, 5:12:03, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1552, top5_acc: 0.3771, loss_cls: 3.8585, loss: 3.8585, grad_norm: 6.6798 2021-08-16 23:34:31,168 - mmaction - INFO - Epoch [2][540/3520] lr: 5.000e-03, eta: 1 day, 5:11:21, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1500, top5_acc: 0.3854, loss_cls: 3.8558, loss: 3.8558, grad_norm: 6.8356 2021-08-16 23:34:42,721 - mmaction - INFO - Epoch [2][560/3520] lr: 5.000e-03, eta: 1 day, 5:10:41, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1427, top5_acc: 0.3760, loss_cls: 3.8453, loss: 3.8453, grad_norm: 6.7222 2021-08-16 23:34:54,270 - mmaction - INFO - Epoch [2][580/3520] lr: 5.000e-03, eta: 1 day, 5:10:00, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1562, top5_acc: 0.3615, loss_cls: 3.9026, loss: 3.9026, grad_norm: 6.7809 2021-08-16 23:35:05,841 - mmaction - INFO - Epoch [2][600/3520] lr: 5.000e-03, eta: 1 day, 5:09:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1417, top5_acc: 0.3802, loss_cls: 3.8665, loss: 3.8665, grad_norm: 6.9282 2021-08-16 23:35:17,430 - mmaction - INFO - Epoch [2][620/3520] lr: 5.000e-03, eta: 1 day, 5:08:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1510, top5_acc: 0.3896, loss_cls: 3.9063, loss: 3.9063, grad_norm: 6.7365 2021-08-16 23:35:28,886 - mmaction - INFO - Epoch [2][640/3520] lr: 5.000e-03, eta: 1 day, 5:08:00, time: 0.575, data_time: 0.004, memory: 8335, top1_acc: 0.1313, top5_acc: 0.3656, loss_cls: 3.8927, loss: 3.8927, grad_norm: 6.5788 2021-08-16 23:35:40,394 - mmaction - INFO - Epoch [2][660/3520] lr: 5.000e-03, eta: 1 day, 5:07:18, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1562, top5_acc: 0.3885, loss_cls: 3.8828, loss: 3.8828, grad_norm: 6.7669 2021-08-16 23:35:51,892 - mmaction - INFO - Epoch [2][680/3520] lr: 5.000e-03, eta: 1 day, 5:06:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1656, top5_acc: 0.4083, loss_cls: 3.7805, loss: 3.7805, grad_norm: 6.6095 2021-08-16 23:36:03,494 - mmaction - INFO - Epoch [2][700/3520] lr: 5.000e-03, eta: 1 day, 5:06:01, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1562, top5_acc: 0.3698, loss_cls: 3.8401, loss: 3.8401, grad_norm: 6.8025 2021-08-16 23:36:15,005 - mmaction - INFO - Epoch [2][720/3520] lr: 5.000e-03, eta: 1 day, 5:05:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1562, top5_acc: 0.3781, loss_cls: 3.8659, loss: 3.8659, grad_norm: 6.6906 2021-08-16 23:36:26,551 - mmaction - INFO - Epoch [2][740/3520] lr: 5.000e-03, eta: 1 day, 5:04:42, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4052, loss_cls: 3.7357, loss: 3.7357, grad_norm: 6.8198 2021-08-16 23:36:38,114 - mmaction - INFO - Epoch [2][760/3520] lr: 5.000e-03, eta: 1 day, 5:04:06, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1562, top5_acc: 0.4000, loss_cls: 3.8481, loss: 3.8481, grad_norm: 6.8521 2021-08-16 23:36:49,692 - mmaction - INFO - Epoch [2][780/3520] lr: 5.000e-03, eta: 1 day, 5:03:28, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1313, top5_acc: 0.3521, loss_cls: 3.9657, loss: 3.9657, grad_norm: 6.9344 2021-08-16 23:37:01,181 - mmaction - INFO - Epoch [2][800/3520] lr: 5.000e-03, eta: 1 day, 5:02:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1573, top5_acc: 0.4062, loss_cls: 3.8016, loss: 3.8016, grad_norm: 6.6574 2021-08-16 23:37:12,714 - mmaction - INFO - Epoch [2][820/3520] lr: 5.000e-03, eta: 1 day, 5:02:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1490, top5_acc: 0.3792, loss_cls: 3.9549, loss: 3.9549, grad_norm: 6.6720 2021-08-16 23:37:24,199 - mmaction - INFO - Epoch [2][840/3520] lr: 5.000e-03, eta: 1 day, 5:01:32, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1344, top5_acc: 0.3656, loss_cls: 3.8854, loss: 3.8854, grad_norm: 6.6712 2021-08-16 23:37:35,739 - mmaction - INFO - Epoch [2][860/3520] lr: 5.000e-03, eta: 1 day, 5:00:54, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4125, loss_cls: 3.7432, loss: 3.7432, grad_norm: 6.7774 2021-08-16 23:37:47,332 - mmaction - INFO - Epoch [2][880/3520] lr: 5.000e-03, eta: 1 day, 5:00:20, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1615, top5_acc: 0.4000, loss_cls: 3.8490, loss: 3.8490, grad_norm: 6.7842 2021-08-16 23:37:58,906 - mmaction - INFO - Epoch [2][900/3520] lr: 5.000e-03, eta: 1 day, 4:59:44, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1490, top5_acc: 0.4031, loss_cls: 3.8528, loss: 3.8528, grad_norm: 6.7312 2021-08-16 23:38:10,528 - mmaction - INFO - Epoch [2][920/3520] lr: 5.000e-03, eta: 1 day, 4:59:11, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1750, top5_acc: 0.4010, loss_cls: 3.7383, loss: 3.7383, grad_norm: 6.7957 2021-08-16 23:38:22,113 - mmaction - INFO - Epoch [2][940/3520] lr: 5.000e-03, eta: 1 day, 4:58:37, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1448, top5_acc: 0.3917, loss_cls: 3.8847, loss: 3.8847, grad_norm: 6.7279 2021-08-16 23:38:33,743 - mmaction - INFO - Epoch [2][960/3520] lr: 5.000e-03, eta: 1 day, 4:58:04, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.1542, top5_acc: 0.3781, loss_cls: 3.8681, loss: 3.8681, grad_norm: 6.8442 2021-08-16 23:38:45,333 - mmaction - INFO - Epoch [2][980/3520] lr: 5.000e-03, eta: 1 day, 4:57:29, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1667, top5_acc: 0.3885, loss_cls: 3.8403, loss: 3.8403, grad_norm: 6.8885 2021-08-16 23:38:56,825 - mmaction - INFO - Epoch [2][1000/3520] lr: 5.000e-03, eta: 1 day, 4:56:53, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1781, top5_acc: 0.4177, loss_cls: 3.7608, loss: 3.7608, grad_norm: 6.7612 2021-08-16 23:39:08,357 - mmaction - INFO - Epoch [2][1020/3520] lr: 5.000e-03, eta: 1 day, 4:56:17, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1625, top5_acc: 0.3917, loss_cls: 3.7826, loss: 3.7826, grad_norm: 6.7547 2021-08-16 23:39:19,987 - mmaction - INFO - Epoch [2][1040/3520] lr: 5.000e-03, eta: 1 day, 4:55:46, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1583, top5_acc: 0.3844, loss_cls: 3.8694, loss: 3.8694, grad_norm: 6.9121 2021-08-16 23:39:31,513 - mmaction - INFO - Epoch [2][1060/3520] lr: 5.000e-03, eta: 1 day, 4:55:09, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.1417, top5_acc: 0.4010, loss_cls: 3.8390, loss: 3.8390, grad_norm: 6.6275 2021-08-16 23:39:42,968 - mmaction - INFO - Epoch [2][1080/3520] lr: 5.000e-03, eta: 1 day, 4:54:32, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1437, top5_acc: 0.3583, loss_cls: 3.9298, loss: 3.9298, grad_norm: 6.7222 2021-08-16 23:39:54,507 - mmaction - INFO - Epoch [2][1100/3520] lr: 5.000e-03, eta: 1 day, 4:53:57, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1333, top5_acc: 0.3417, loss_cls: 3.9643, loss: 3.9643, grad_norm: 6.9106 2021-08-16 23:40:06,082 - mmaction - INFO - Epoch [2][1120/3520] lr: 5.000e-03, eta: 1 day, 4:53:25, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1552, top5_acc: 0.3750, loss_cls: 3.9220, loss: 3.9220, grad_norm: 6.9069 2021-08-16 23:40:17,642 - mmaction - INFO - Epoch [2][1140/3520] lr: 5.000e-03, eta: 1 day, 4:52:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1604, top5_acc: 0.3708, loss_cls: 3.9549, loss: 3.9549, grad_norm: 6.6857 2021-08-16 23:40:29,167 - mmaction - INFO - Epoch [2][1160/3520] lr: 5.000e-03, eta: 1 day, 4:52:16, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1781, top5_acc: 0.4115, loss_cls: 3.7572, loss: 3.7572, grad_norm: 6.5375 2021-08-16 23:40:40,695 - mmaction - INFO - Epoch [2][1180/3520] lr: 5.000e-03, eta: 1 day, 4:51:41, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1646, top5_acc: 0.3750, loss_cls: 3.8668, loss: 3.8668, grad_norm: 6.6626 2021-08-16 23:40:52,236 - mmaction - INFO - Epoch [2][1200/3520] lr: 5.000e-03, eta: 1 day, 4:51:09, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.3771, loss_cls: 3.8784, loss: 3.8784, grad_norm: 6.7516 2021-08-16 23:41:03,899 - mmaction - INFO - Epoch [2][1220/3520] lr: 5.000e-03, eta: 1 day, 4:50:39, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1667, top5_acc: 0.4135, loss_cls: 3.8013, loss: 3.8013, grad_norm: 6.8350 2021-08-16 23:41:15,379 - mmaction - INFO - Epoch [2][1240/3520] lr: 5.000e-03, eta: 1 day, 4:50:05, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1573, top5_acc: 0.3885, loss_cls: 3.8186, loss: 3.8186, grad_norm: 6.7471 2021-08-16 23:41:26,913 - mmaction - INFO - Epoch [2][1260/3520] lr: 5.000e-03, eta: 1 day, 4:49:31, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1677, top5_acc: 0.4042, loss_cls: 3.7915, loss: 3.7915, grad_norm: 6.9621 2021-08-16 23:41:38,452 - mmaction - INFO - Epoch [2][1280/3520] lr: 5.000e-03, eta: 1 day, 4:48:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1698, top5_acc: 0.3698, loss_cls: 3.8410, loss: 3.8410, grad_norm: 6.8028 2021-08-16 23:41:50,057 - mmaction - INFO - Epoch [2][1300/3520] lr: 5.000e-03, eta: 1 day, 4:48:27, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1490, top5_acc: 0.3615, loss_cls: 3.8782, loss: 3.8782, grad_norm: 6.8362 2021-08-16 23:42:01,586 - mmaction - INFO - Epoch [2][1320/3520] lr: 5.000e-03, eta: 1 day, 4:47:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1344, top5_acc: 0.3802, loss_cls: 3.9159, loss: 3.9159, grad_norm: 6.6811 2021-08-16 23:42:13,048 - mmaction - INFO - Epoch [2][1340/3520] lr: 5.000e-03, eta: 1 day, 4:47:19, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.1531, top5_acc: 0.3906, loss_cls: 3.8382, loss: 3.8382, grad_norm: 6.8618 2021-08-16 23:42:24,655 - mmaction - INFO - Epoch [2][1360/3520] lr: 5.000e-03, eta: 1 day, 4:46:50, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1260, top5_acc: 0.3844, loss_cls: 3.8576, loss: 3.8576, grad_norm: 6.8469 2021-08-16 23:42:36,169 - mmaction - INFO - Epoch [2][1380/3520] lr: 5.000e-03, eta: 1 day, 4:46:16, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1573, top5_acc: 0.4135, loss_cls: 3.7760, loss: 3.7760, grad_norm: 6.7286 2021-08-16 23:42:47,655 - mmaction - INFO - Epoch [2][1400/3520] lr: 5.000e-03, eta: 1 day, 4:45:44, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1542, top5_acc: 0.4021, loss_cls: 3.7983, loss: 3.7983, grad_norm: 7.0695 2021-08-16 23:42:59,176 - mmaction - INFO - Epoch [2][1420/3520] lr: 5.000e-03, eta: 1 day, 4:45:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1385, top5_acc: 0.3615, loss_cls: 3.9189, loss: 3.9189, grad_norm: 6.8607 2021-08-16 23:43:10,802 - mmaction - INFO - Epoch [2][1440/3520] lr: 5.000e-03, eta: 1 day, 4:44:43, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.1615, top5_acc: 0.3823, loss_cls: 3.8775, loss: 3.8775, grad_norm: 6.8635 2021-08-16 23:43:22,560 - mmaction - INFO - Epoch [2][1460/3520] lr: 5.000e-03, eta: 1 day, 4:44:18, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.1365, top5_acc: 0.3573, loss_cls: 3.9145, loss: 3.9145, grad_norm: 6.7574 2021-08-16 23:43:34,100 - mmaction - INFO - Epoch [2][1480/3520] lr: 5.000e-03, eta: 1 day, 4:43:48, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1490, top5_acc: 0.3948, loss_cls: 3.7949, loss: 3.7949, grad_norm: 6.6425 2021-08-16 23:43:45,743 - mmaction - INFO - Epoch [2][1500/3520] lr: 5.000e-03, eta: 1 day, 4:43:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1698, top5_acc: 0.4188, loss_cls: 3.7926, loss: 3.7926, grad_norm: 6.6944 2021-08-16 23:43:57,332 - mmaction - INFO - Epoch [2][1520/3520] lr: 5.000e-03, eta: 1 day, 4:42:51, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1646, top5_acc: 0.3948, loss_cls: 3.8044, loss: 3.8044, grad_norm: 6.8441 2021-08-16 23:44:08,993 - mmaction - INFO - Epoch [2][1540/3520] lr: 5.000e-03, eta: 1 day, 4:42:23, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1760, top5_acc: 0.4177, loss_cls: 3.7678, loss: 3.7678, grad_norm: 6.7351 2021-08-16 23:44:20,507 - mmaction - INFO - Epoch [2][1560/3520] lr: 5.000e-03, eta: 1 day, 4:41:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1490, top5_acc: 0.4062, loss_cls: 3.7786, loss: 3.7786, grad_norm: 6.8319 2021-08-16 23:44:32,073 - mmaction - INFO - Epoch [2][1580/3520] lr: 5.000e-03, eta: 1 day, 4:41:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1552, top5_acc: 0.4281, loss_cls: 3.7844, loss: 3.7844, grad_norm: 7.0592 2021-08-16 23:44:43,627 - mmaction - INFO - Epoch [2][1600/3520] lr: 5.000e-03, eta: 1 day, 4:40:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1677, top5_acc: 0.4073, loss_cls: 3.7278, loss: 3.7278, grad_norm: 6.7001 2021-08-16 23:44:55,180 - mmaction - INFO - Epoch [2][1620/3520] lr: 5.000e-03, eta: 1 day, 4:40:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.4115, loss_cls: 3.7867, loss: 3.7867, grad_norm: 6.7632 2021-08-16 23:45:06,760 - mmaction - INFO - Epoch [2][1640/3520] lr: 5.000e-03, eta: 1 day, 4:39:55, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1552, top5_acc: 0.3698, loss_cls: 3.8262, loss: 3.8262, grad_norm: 6.6251 2021-08-16 23:45:18,366 - mmaction - INFO - Epoch [2][1660/3520] lr: 5.000e-03, eta: 1 day, 4:39:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1760, top5_acc: 0.3958, loss_cls: 3.8307, loss: 3.8307, grad_norm: 6.7914 2021-08-16 23:45:29,990 - mmaction - INFO - Epoch [2][1680/3520] lr: 5.000e-03, eta: 1 day, 4:38:59, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.3833, loss_cls: 3.7667, loss: 3.7667, grad_norm: 6.8303 2021-08-16 23:45:41,521 - mmaction - INFO - Epoch [2][1700/3520] lr: 5.000e-03, eta: 1 day, 4:38:29, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1688, top5_acc: 0.3698, loss_cls: 3.8653, loss: 3.8653, grad_norm: 6.9103 2021-08-16 23:45:53,074 - mmaction - INFO - Epoch [2][1720/3520] lr: 5.000e-03, eta: 1 day, 4:38:01, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1427, top5_acc: 0.3750, loss_cls: 3.8736, loss: 3.8736, grad_norm: 6.8699 2021-08-16 23:46:04,609 - mmaction - INFO - Epoch [2][1740/3520] lr: 5.000e-03, eta: 1 day, 4:37:31, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1604, top5_acc: 0.3937, loss_cls: 3.8480, loss: 3.8480, grad_norm: 6.7087 2021-08-16 23:46:16,185 - mmaction - INFO - Epoch [2][1760/3520] lr: 5.000e-03, eta: 1 day, 4:37:03, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1458, top5_acc: 0.3760, loss_cls: 3.8276, loss: 3.8276, grad_norm: 6.8527 2021-08-16 23:46:27,886 - mmaction - INFO - Epoch [2][1780/3520] lr: 5.000e-03, eta: 1 day, 4:36:39, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.1604, top5_acc: 0.4156, loss_cls: 3.7503, loss: 3.7503, grad_norm: 6.7405 2021-08-16 23:46:39,451 - mmaction - INFO - Epoch [2][1800/3520] lr: 5.000e-03, eta: 1 day, 4:36:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1615, top5_acc: 0.3740, loss_cls: 3.8451, loss: 3.8451, grad_norm: 6.8552 2021-08-16 23:46:51,097 - mmaction - INFO - Epoch [2][1820/3520] lr: 5.000e-03, eta: 1 day, 4:35:45, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1365, top5_acc: 0.3771, loss_cls: 3.8875, loss: 3.8875, grad_norm: 6.8045 2021-08-16 23:47:02,709 - mmaction - INFO - Epoch [2][1840/3520] lr: 5.000e-03, eta: 1 day, 4:35:19, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.1667, top5_acc: 0.4031, loss_cls: 3.7777, loss: 3.7777, grad_norm: 6.5060 2021-08-16 23:47:14,354 - mmaction - INFO - Epoch [2][1860/3520] lr: 5.000e-03, eta: 1 day, 4:34:53, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1604, top5_acc: 0.4292, loss_cls: 3.7320, loss: 3.7320, grad_norm: 6.8592 2021-08-16 23:47:25,869 - mmaction - INFO - Epoch [2][1880/3520] lr: 5.000e-03, eta: 1 day, 4:34:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4125, loss_cls: 3.7646, loss: 3.7646, grad_norm: 6.7899 2021-08-16 23:47:37,428 - mmaction - INFO - Epoch [2][1900/3520] lr: 5.000e-03, eta: 1 day, 4:33:55, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1604, top5_acc: 0.3771, loss_cls: 3.8718, loss: 3.8718, grad_norm: 6.8140 2021-08-16 23:47:49,085 - mmaction - INFO - Epoch [2][1920/3520] lr: 5.000e-03, eta: 1 day, 4:33:32, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.1510, top5_acc: 0.3750, loss_cls: 3.8824, loss: 3.8824, grad_norm: 6.7012 2021-08-16 23:48:00,693 - mmaction - INFO - Epoch [2][1940/3520] lr: 5.000e-03, eta: 1 day, 4:33:05, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1469, top5_acc: 0.3833, loss_cls: 3.8640, loss: 3.8640, grad_norm: 6.6120 2021-08-16 23:48:12,221 - mmaction - INFO - Epoch [2][1960/3520] lr: 5.000e-03, eta: 1 day, 4:32:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1667, top5_acc: 0.3844, loss_cls: 3.8859, loss: 3.8859, grad_norm: 6.7791 2021-08-16 23:48:23,785 - mmaction - INFO - Epoch [2][1980/3520] lr: 5.000e-03, eta: 1 day, 4:32:10, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1677, top5_acc: 0.4010, loss_cls: 3.8015, loss: 3.8015, grad_norm: 6.7102 2021-08-16 23:48:35,314 - mmaction - INFO - Epoch [2][2000/3520] lr: 5.000e-03, eta: 1 day, 4:31:42, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1688, top5_acc: 0.3979, loss_cls: 3.8075, loss: 3.8075, grad_norm: 6.7149 2021-08-16 23:48:47,030 - mmaction - INFO - Epoch [2][2020/3520] lr: 5.000e-03, eta: 1 day, 4:31:19, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.1719, top5_acc: 0.3865, loss_cls: 3.8313, loss: 3.8313, grad_norm: 6.8992 2021-08-16 23:48:58,565 - mmaction - INFO - Epoch [2][2040/3520] lr: 5.000e-03, eta: 1 day, 4:30:52, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1406, top5_acc: 0.3802, loss_cls: 3.8803, loss: 3.8803, grad_norm: 6.8015 2021-08-16 23:49:10,162 - mmaction - INFO - Epoch [2][2060/3520] lr: 5.000e-03, eta: 1 day, 4:30:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1375, top5_acc: 0.3885, loss_cls: 3.8090, loss: 3.8090, grad_norm: 6.9626 2021-08-16 23:49:21,729 - mmaction - INFO - Epoch [2][2080/3520] lr: 5.000e-03, eta: 1 day, 4:30:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1844, top5_acc: 0.4177, loss_cls: 3.7169, loss: 3.7169, grad_norm: 6.7411 2021-08-16 23:49:33,448 - mmaction - INFO - Epoch [2][2100/3520] lr: 5.000e-03, eta: 1 day, 4:29:37, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.4135, loss_cls: 3.7169, loss: 3.7169, grad_norm: 6.9723 2021-08-16 23:49:45,078 - mmaction - INFO - Epoch [2][2120/3520] lr: 5.000e-03, eta: 1 day, 4:29:14, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4115, loss_cls: 3.7212, loss: 3.7212, grad_norm: 6.9789 2021-08-16 23:49:56,647 - mmaction - INFO - Epoch [2][2140/3520] lr: 5.000e-03, eta: 1 day, 4:28:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4000, loss_cls: 3.7646, loss: 3.7646, grad_norm: 6.6605 2021-08-16 23:50:08,218 - mmaction - INFO - Epoch [2][2160/3520] lr: 5.000e-03, eta: 1 day, 4:28:21, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.1698, top5_acc: 0.4042, loss_cls: 3.7915, loss: 3.7915, grad_norm: 6.7107 2021-08-16 23:50:19,772 - mmaction - INFO - Epoch [2][2180/3520] lr: 5.000e-03, eta: 1 day, 4:27:54, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1573, top5_acc: 0.4115, loss_cls: 3.7837, loss: 3.7837, grad_norm: 6.7814 2021-08-16 23:50:31,324 - mmaction - INFO - Epoch [2][2200/3520] lr: 5.000e-03, eta: 1 day, 4:27:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1635, top5_acc: 0.3760, loss_cls: 3.7860, loss: 3.7860, grad_norm: 6.5591 2021-08-16 23:50:43,010 - mmaction - INFO - Epoch [2][2220/3520] lr: 5.000e-03, eta: 1 day, 4:27:05, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1542, top5_acc: 0.4104, loss_cls: 3.8475, loss: 3.8475, grad_norm: 6.8234 2021-08-16 23:50:54,589 - mmaction - INFO - Epoch [2][2240/3520] lr: 5.000e-03, eta: 1 day, 4:26:40, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.1615, top5_acc: 0.4052, loss_cls: 3.8162, loss: 3.8162, grad_norm: 6.7531 2021-08-16 23:51:06,158 - mmaction - INFO - Epoch [2][2260/3520] lr: 5.000e-03, eta: 1 day, 4:26:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4250, loss_cls: 3.7136, loss: 3.7136, grad_norm: 6.8903 2021-08-16 23:51:17,669 - mmaction - INFO - Epoch [2][2280/3520] lr: 5.000e-03, eta: 1 day, 4:25:48, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1594, top5_acc: 0.4177, loss_cls: 3.7372, loss: 3.7372, grad_norm: 6.7766 2021-08-16 23:51:29,346 - mmaction - INFO - Epoch [2][2300/3520] lr: 5.000e-03, eta: 1 day, 4:25:24, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4219, loss_cls: 3.7604, loss: 3.7604, grad_norm: 6.6375 2021-08-16 23:51:40,845 - mmaction - INFO - Epoch [2][2320/3520] lr: 5.000e-03, eta: 1 day, 4:24:58, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4021, loss_cls: 3.7681, loss: 3.7681, grad_norm: 6.9372 2021-08-16 23:51:52,396 - mmaction - INFO - Epoch [2][2340/3520] lr: 5.000e-03, eta: 1 day, 4:24:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4323, loss_cls: 3.7217, loss: 3.7217, grad_norm: 6.7766 2021-08-16 23:52:03,967 - mmaction - INFO - Epoch [2][2360/3520] lr: 5.000e-03, eta: 1 day, 4:24:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1625, top5_acc: 0.3979, loss_cls: 3.8133, loss: 3.8133, grad_norm: 6.7819 2021-08-16 23:52:15,575 - mmaction - INFO - Epoch [2][2380/3520] lr: 5.000e-03, eta: 1 day, 4:23:42, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.1635, top5_acc: 0.4000, loss_cls: 3.7990, loss: 3.7990, grad_norm: 6.7569 2021-08-16 23:52:27,155 - mmaction - INFO - Epoch [2][2400/3520] lr: 5.000e-03, eta: 1 day, 4:23:19, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1562, top5_acc: 0.3844, loss_cls: 3.8794, loss: 3.8794, grad_norm: 7.1117 2021-08-16 23:52:38,730 - mmaction - INFO - Epoch [2][2420/3520] lr: 5.000e-03, eta: 1 day, 4:22:53, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4010, loss_cls: 3.7725, loss: 3.7725, grad_norm: 6.7636 2021-08-16 23:52:50,351 - mmaction - INFO - Epoch [2][2440/3520] lr: 5.000e-03, eta: 1 day, 4:22:30, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1854, top5_acc: 0.4333, loss_cls: 3.6728, loss: 3.6728, grad_norm: 6.6655 2021-08-16 23:53:01,911 - mmaction - INFO - Epoch [2][2460/3520] lr: 5.000e-03, eta: 1 day, 4:22:05, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4062, loss_cls: 3.7386, loss: 3.7386, grad_norm: 6.6739 2021-08-16 23:53:13,432 - mmaction - INFO - Epoch [2][2480/3520] lr: 5.000e-03, eta: 1 day, 4:21:39, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.4083, loss_cls: 3.7437, loss: 3.7437, grad_norm: 6.8334 2021-08-16 23:53:25,018 - mmaction - INFO - Epoch [2][2500/3520] lr: 5.000e-03, eta: 1 day, 4:21:15, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1854, top5_acc: 0.4240, loss_cls: 3.7024, loss: 3.7024, grad_norm: 6.7321 2021-08-16 23:53:36,630 - mmaction - INFO - Epoch [2][2520/3520] lr: 5.000e-03, eta: 1 day, 4:20:52, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.1802, top5_acc: 0.4115, loss_cls: 3.7511, loss: 3.7511, grad_norm: 6.9008 2021-08-16 23:53:48,230 - mmaction - INFO - Epoch [2][2540/3520] lr: 5.000e-03, eta: 1 day, 4:20:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1635, top5_acc: 0.3760, loss_cls: 3.8010, loss: 3.8010, grad_norm: 6.8655 2021-08-16 23:53:59,793 - mmaction - INFO - Epoch [2][2560/3520] lr: 5.000e-03, eta: 1 day, 4:20:04, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1552, top5_acc: 0.4094, loss_cls: 3.7695, loss: 3.7695, grad_norm: 6.9152 2021-08-16 23:54:11,446 - mmaction - INFO - Epoch [2][2580/3520] lr: 5.000e-03, eta: 1 day, 4:19:42, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1625, top5_acc: 0.4042, loss_cls: 3.7317, loss: 3.7317, grad_norm: 6.7880 2021-08-16 23:54:23,052 - mmaction - INFO - Epoch [2][2600/3520] lr: 5.000e-03, eta: 1 day, 4:19:20, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1812, top5_acc: 0.3812, loss_cls: 3.8590, loss: 3.8590, grad_norm: 6.7675 2021-08-16 23:54:34,725 - mmaction - INFO - Epoch [2][2620/3520] lr: 5.000e-03, eta: 1 day, 4:18:58, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4115, loss_cls: 3.7360, loss: 3.7360, grad_norm: 6.8190 2021-08-16 23:54:46,305 - mmaction - INFO - Epoch [2][2640/3520] lr: 5.000e-03, eta: 1 day, 4:18:35, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1479, top5_acc: 0.4167, loss_cls: 3.7378, loss: 3.7378, grad_norm: 6.7640 2021-08-16 23:54:57,902 - mmaction - INFO - Epoch [2][2660/3520] lr: 5.000e-03, eta: 1 day, 4:18:10, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.4115, loss_cls: 3.7146, loss: 3.7146, grad_norm: 6.9850 2021-08-16 23:55:09,434 - mmaction - INFO - Epoch [2][2680/3520] lr: 5.000e-03, eta: 1 day, 4:17:47, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.1646, top5_acc: 0.3958, loss_cls: 3.8072, loss: 3.8072, grad_norm: 6.9928 2021-08-16 23:55:21,014 - mmaction - INFO - Epoch [2][2700/3520] lr: 5.000e-03, eta: 1 day, 4:17:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1677, top5_acc: 0.3979, loss_cls: 3.8497, loss: 3.8497, grad_norm: 6.9703 2021-08-16 23:55:32,602 - mmaction - INFO - Epoch [2][2720/3520] lr: 5.000e-03, eta: 1 day, 4:17:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4062, loss_cls: 3.7585, loss: 3.7585, grad_norm: 6.8518 2021-08-16 23:55:44,169 - mmaction - INFO - Epoch [2][2740/3520] lr: 5.000e-03, eta: 1 day, 4:16:36, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4177, loss_cls: 3.7333, loss: 3.7333, grad_norm: 6.8379 2021-08-16 23:55:55,755 - mmaction - INFO - Epoch [2][2760/3520] lr: 5.000e-03, eta: 1 day, 4:16:14, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1688, top5_acc: 0.4344, loss_cls: 3.7220, loss: 3.7220, grad_norm: 6.7807 2021-08-16 23:56:07,306 - mmaction - INFO - Epoch [2][2780/3520] lr: 5.000e-03, eta: 1 day, 4:15:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4010, loss_cls: 3.7920, loss: 3.7920, grad_norm: 6.6725 2021-08-16 23:56:18,821 - mmaction - INFO - Epoch [2][2800/3520] lr: 5.000e-03, eta: 1 day, 4:15:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.4083, loss_cls: 3.7639, loss: 3.7639, grad_norm: 6.9380 2021-08-16 23:56:30,355 - mmaction - INFO - Epoch [2][2820/3520] lr: 5.000e-03, eta: 1 day, 4:15:00, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1812, top5_acc: 0.4156, loss_cls: 3.7568, loss: 3.7568, grad_norm: 6.7576 2021-08-16 23:56:41,947 - mmaction - INFO - Epoch [2][2840/3520] lr: 5.000e-03, eta: 1 day, 4:14:38, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1625, top5_acc: 0.3979, loss_cls: 3.7600, loss: 3.7600, grad_norm: 6.9448 2021-08-16 23:56:53,564 - mmaction - INFO - Epoch [2][2860/3520] lr: 5.000e-03, eta: 1 day, 4:14:16, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.4052, loss_cls: 3.7840, loss: 3.7840, grad_norm: 6.9361 2021-08-16 23:57:05,146 - mmaction - INFO - Epoch [2][2880/3520] lr: 5.000e-03, eta: 1 day, 4:13:54, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1667, top5_acc: 0.4104, loss_cls: 3.7806, loss: 3.7806, grad_norm: 6.7120 2021-08-16 23:57:16,696 - mmaction - INFO - Epoch [2][2900/3520] lr: 5.000e-03, eta: 1 day, 4:13:29, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1719, top5_acc: 0.3875, loss_cls: 3.7867, loss: 3.7867, grad_norm: 6.8139 2021-08-16 23:57:28,167 - mmaction - INFO - Epoch [2][2920/3520] lr: 5.000e-03, eta: 1 day, 4:13:05, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1698, top5_acc: 0.4219, loss_cls: 3.7642, loss: 3.7642, grad_norm: 6.7807 2021-08-16 23:57:39,773 - mmaction - INFO - Epoch [2][2940/3520] lr: 5.000e-03, eta: 1 day, 4:12:42, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1812, top5_acc: 0.4344, loss_cls: 3.6959, loss: 3.6959, grad_norm: 6.8826 2021-08-16 23:57:51,331 - mmaction - INFO - Epoch [2][2960/3520] lr: 5.000e-03, eta: 1 day, 4:12:20, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1677, top5_acc: 0.4156, loss_cls: 3.7244, loss: 3.7244, grad_norm: 6.9865 2021-08-16 23:58:02,858 - mmaction - INFO - Epoch [2][2980/3520] lr: 5.000e-03, eta: 1 day, 4:11:54, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4229, loss_cls: 3.7118, loss: 3.7118, grad_norm: 6.7525 2021-08-16 23:58:14,358 - mmaction - INFO - Epoch [2][3000/3520] lr: 5.000e-03, eta: 1 day, 4:11:31, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4208, loss_cls: 3.7128, loss: 3.7128, grad_norm: 6.8400 2021-08-16 23:58:25,961 - mmaction - INFO - Epoch [2][3020/3520] lr: 5.000e-03, eta: 1 day, 4:11:10, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4167, loss_cls: 3.6925, loss: 3.6925, grad_norm: 6.8522 2021-08-16 23:58:37,503 - mmaction - INFO - Epoch [2][3040/3520] lr: 5.000e-03, eta: 1 day, 4:10:47, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.1521, top5_acc: 0.3927, loss_cls: 3.7861, loss: 3.7861, grad_norm: 6.6798 2021-08-16 23:58:49,098 - mmaction - INFO - Epoch [2][3060/3520] lr: 5.000e-03, eta: 1 day, 4:10:24, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1677, top5_acc: 0.4188, loss_cls: 3.7504, loss: 3.7504, grad_norm: 6.7814 2021-08-16 23:59:00,573 - mmaction - INFO - Epoch [2][3080/3520] lr: 5.000e-03, eta: 1 day, 4:10:00, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4021, loss_cls: 3.7308, loss: 3.7308, grad_norm: 6.9631 2021-08-16 23:59:12,176 - mmaction - INFO - Epoch [2][3100/3520] lr: 5.000e-03, eta: 1 day, 4:09:38, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1729, top5_acc: 0.4031, loss_cls: 3.7826, loss: 3.7826, grad_norm: 6.8914 2021-08-16 23:59:23,744 - mmaction - INFO - Epoch [2][3120/3520] lr: 5.000e-03, eta: 1 day, 4:09:16, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4333, loss_cls: 3.6666, loss: 3.6666, grad_norm: 7.0322 2021-08-16 23:59:35,328 - mmaction - INFO - Epoch [2][3140/3520] lr: 5.000e-03, eta: 1 day, 4:08:54, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4167, loss_cls: 3.7314, loss: 3.7314, grad_norm: 6.7996 2021-08-16 23:59:46,910 - mmaction - INFO - Epoch [2][3160/3520] lr: 5.000e-03, eta: 1 day, 4:08:33, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1510, top5_acc: 0.4031, loss_cls: 3.7904, loss: 3.7904, grad_norm: 6.9792 2021-08-16 23:59:58,528 - mmaction - INFO - Epoch [2][3180/3520] lr: 5.000e-03, eta: 1 day, 4:08:12, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1531, top5_acc: 0.4260, loss_cls: 3.7057, loss: 3.7057, grad_norm: 6.9677 2021-08-17 00:00:10,605 - mmaction - INFO - Epoch [2][3200/3520] lr: 5.000e-03, eta: 1 day, 4:08:03, time: 0.604, data_time: 0.002, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4146, loss_cls: 3.6929, loss: 3.6929, grad_norm: 6.9343 2021-08-17 00:00:22,072 - mmaction - INFO - Epoch [2][3220/3520] lr: 5.000e-03, eta: 1 day, 4:07:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.1698, top5_acc: 0.4073, loss_cls: 3.8035, loss: 3.8035, grad_norm: 7.0331 2021-08-17 00:00:33,671 - mmaction - INFO - Epoch [2][3240/3520] lr: 5.000e-03, eta: 1 day, 4:07:16, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1604, top5_acc: 0.4010, loss_cls: 3.8240, loss: 3.8240, grad_norm: 7.0562 2021-08-17 00:00:45,197 - mmaction - INFO - Epoch [2][3260/3520] lr: 5.000e-03, eta: 1 day, 4:06:54, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.1604, top5_acc: 0.4104, loss_cls: 3.7752, loss: 3.7752, grad_norm: 6.8380 2021-08-17 00:00:57,354 - mmaction - INFO - Epoch [2][3280/3520] lr: 5.000e-03, eta: 1 day, 4:06:46, time: 0.605, data_time: 0.003, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4188, loss_cls: 3.7623, loss: 3.7623, grad_norm: 6.8127 2021-08-17 00:01:08,888 - mmaction - INFO - Epoch [2][3300/3520] lr: 5.000e-03, eta: 1 day, 4:06:25, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.1469, top5_acc: 0.4094, loss_cls: 3.7408, loss: 3.7408, grad_norm: 6.8634 2021-08-17 00:01:20,429 - mmaction - INFO - Epoch [2][3320/3520] lr: 5.000e-03, eta: 1 day, 4:06:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.4010, loss_cls: 3.6965, loss: 3.6965, grad_norm: 6.7581 2021-08-17 00:01:32,036 - mmaction - INFO - Epoch [2][3340/3520] lr: 5.000e-03, eta: 1 day, 4:05:42, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1479, top5_acc: 0.3927, loss_cls: 3.7848, loss: 3.7848, grad_norm: 6.8563 2021-08-17 00:01:43,633 - mmaction - INFO - Epoch [2][3360/3520] lr: 5.000e-03, eta: 1 day, 4:05:20, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1615, top5_acc: 0.3969, loss_cls: 3.8001, loss: 3.8001, grad_norm: 6.9641 2021-08-17 00:01:55,100 - mmaction - INFO - Epoch [2][3380/3520] lr: 5.000e-03, eta: 1 day, 4:04:57, time: 0.575, data_time: 0.004, memory: 8335, top1_acc: 0.1688, top5_acc: 0.4250, loss_cls: 3.7069, loss: 3.7069, grad_norm: 6.8242 2021-08-17 00:02:06,705 - mmaction - INFO - Epoch [2][3400/3520] lr: 5.000e-03, eta: 1 day, 4:04:36, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4302, loss_cls: 3.7209, loss: 3.7209, grad_norm: 6.9896 2021-08-17 00:02:18,256 - mmaction - INFO - Epoch [2][3420/3520] lr: 5.000e-03, eta: 1 day, 4:04:14, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1562, top5_acc: 0.4135, loss_cls: 3.7797, loss: 3.7797, grad_norm: 6.7802 2021-08-17 00:02:29,834 - mmaction - INFO - Epoch [2][3440/3520] lr: 5.000e-03, eta: 1 day, 4:03:53, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1583, top5_acc: 0.4094, loss_cls: 3.7555, loss: 3.7555, grad_norm: 6.7033 2021-08-17 00:02:41,400 - mmaction - INFO - Epoch [2][3460/3520] lr: 5.000e-03, eta: 1 day, 4:03:32, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4375, loss_cls: 3.6420, loss: 3.6420, grad_norm: 6.8377 2021-08-17 00:02:52,953 - mmaction - INFO - Epoch [2][3480/3520] lr: 5.000e-03, eta: 1 day, 4:03:10, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4062, loss_cls: 3.7306, loss: 3.7306, grad_norm: 6.9438 2021-08-17 00:03:04,505 - mmaction - INFO - Epoch [2][3500/3520] lr: 5.000e-03, eta: 1 day, 4:02:48, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.1719, top5_acc: 0.3990, loss_cls: 3.7385, loss: 3.7385, grad_norm: 6.9356 2021-08-17 00:03:15,519 - mmaction - INFO - Epoch [2][3520/3520] lr: 5.000e-03, eta: 1 day, 4:02:14, time: 0.550, data_time: 0.004, memory: 8335, top1_acc: 0.1707, top5_acc: 0.4196, loss_cls: 3.7147, loss: 3.7147, grad_norm: 6.6607 2021-08-17 00:03:24,364 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-08-17 00:05:36,128 - mmaction - INFO - Epoch [3][20/3520] lr: 5.000e-03, eta: 1 day, 4:49:19, time: 6.525, data_time: 5.923, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4396, loss_cls: 3.6107, loss: 3.6107, grad_norm: 6.7292 2021-08-17 00:05:47,700 - mmaction - INFO - Epoch [3][40/3520] lr: 5.000e-03, eta: 1 day, 4:48:50, time: 0.579, data_time: 0.005, memory: 8335, top1_acc: 0.1781, top5_acc: 0.4260, loss_cls: 3.6548, loss: 3.6548, grad_norm: 6.9176 2021-08-17 00:05:59,102 - mmaction - INFO - Epoch [3][60/3520] lr: 5.000e-03, eta: 1 day, 4:48:17, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4073, loss_cls: 3.6741, loss: 3.6741, grad_norm: 7.1928 2021-08-17 00:06:10,667 - mmaction - INFO - Epoch [3][80/3520] lr: 5.000e-03, eta: 1 day, 4:47:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1750, top5_acc: 0.4167, loss_cls: 3.7237, loss: 3.7237, grad_norm: 6.8923 2021-08-17 00:06:22,164 - mmaction - INFO - Epoch [3][100/3520] lr: 5.000e-03, eta: 1 day, 4:47:17, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1781, top5_acc: 0.4208, loss_cls: 3.7023, loss: 3.7023, grad_norm: 6.9165 2021-08-17 00:06:33,667 - mmaction - INFO - Epoch [3][120/3520] lr: 5.000e-03, eta: 1 day, 4:46:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4417, loss_cls: 3.6372, loss: 3.6372, grad_norm: 7.0754 2021-08-17 00:06:45,203 - mmaction - INFO - Epoch [3][140/3520] lr: 5.000e-03, eta: 1 day, 4:46:17, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1760, top5_acc: 0.4292, loss_cls: 3.6551, loss: 3.6551, grad_norm: 6.8616 2021-08-17 00:06:56,706 - mmaction - INFO - Epoch [3][160/3520] lr: 5.000e-03, eta: 1 day, 4:45:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4396, loss_cls: 3.6543, loss: 3.6543, grad_norm: 6.9863 2021-08-17 00:07:08,180 - mmaction - INFO - Epoch [3][180/3520] lr: 5.000e-03, eta: 1 day, 4:45:16, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1802, top5_acc: 0.4552, loss_cls: 3.6266, loss: 3.6266, grad_norm: 7.1169 2021-08-17 00:07:19,791 - mmaction - INFO - Epoch [3][200/3520] lr: 5.000e-03, eta: 1 day, 4:44:48, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4396, loss_cls: 3.5573, loss: 3.5573, grad_norm: 7.1532 2021-08-17 00:07:31,273 - mmaction - INFO - Epoch [3][220/3520] lr: 5.000e-03, eta: 1 day, 4:44:18, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4323, loss_cls: 3.6657, loss: 3.6657, grad_norm: 7.2094 2021-08-17 00:07:42,886 - mmaction - INFO - Epoch [3][240/3520] lr: 5.000e-03, eta: 1 day, 4:43:50, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1812, top5_acc: 0.4281, loss_cls: 3.6652, loss: 3.6652, grad_norm: 6.9892 2021-08-17 00:07:54,444 - mmaction - INFO - Epoch [3][260/3520] lr: 5.000e-03, eta: 1 day, 4:43:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1667, top5_acc: 0.4094, loss_cls: 3.7452, loss: 3.7452, grad_norm: 7.1398 2021-08-17 00:08:05,944 - mmaction - INFO - Epoch [3][280/3520] lr: 5.000e-03, eta: 1 day, 4:42:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4302, loss_cls: 3.6773, loss: 3.6773, grad_norm: 6.9716 2021-08-17 00:08:17,506 - mmaction - INFO - Epoch [3][300/3520] lr: 5.000e-03, eta: 1 day, 4:42:24, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4292, loss_cls: 3.6031, loss: 3.6031, grad_norm: 6.8839 2021-08-17 00:08:29,077 - mmaction - INFO - Epoch [3][320/3520] lr: 5.000e-03, eta: 1 day, 4:41:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4156, loss_cls: 3.6922, loss: 3.6922, grad_norm: 6.8734 2021-08-17 00:08:40,630 - mmaction - INFO - Epoch [3][340/3520] lr: 5.000e-03, eta: 1 day, 4:41:28, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1521, top5_acc: 0.3750, loss_cls: 3.8371, loss: 3.8371, grad_norm: 6.9768 2021-08-17 00:08:52,163 - mmaction - INFO - Epoch [3][360/3520] lr: 5.000e-03, eta: 1 day, 4:40:58, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1802, top5_acc: 0.4198, loss_cls: 3.6624, loss: 3.6624, grad_norm: 6.8598 2021-08-17 00:09:03,615 - mmaction - INFO - Epoch [3][380/3520] lr: 5.000e-03, eta: 1 day, 4:40:29, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1906, top5_acc: 0.4469, loss_cls: 3.6644, loss: 3.6644, grad_norm: 6.9998 2021-08-17 00:09:15,139 - mmaction - INFO - Epoch [3][400/3520] lr: 5.000e-03, eta: 1 day, 4:40:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4323, loss_cls: 3.6960, loss: 3.6960, grad_norm: 7.0395 2021-08-17 00:09:26,636 - mmaction - INFO - Epoch [3][420/3520] lr: 5.000e-03, eta: 1 day, 4:39:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4313, loss_cls: 3.6719, loss: 3.6719, grad_norm: 6.9623 2021-08-17 00:09:38,217 - mmaction - INFO - Epoch [3][440/3520] lr: 5.000e-03, eta: 1 day, 4:39:03, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4365, loss_cls: 3.6454, loss: 3.6454, grad_norm: 6.7149 2021-08-17 00:09:49,880 - mmaction - INFO - Epoch [3][460/3520] lr: 5.000e-03, eta: 1 day, 4:38:38, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4583, loss_cls: 3.5660, loss: 3.5660, grad_norm: 6.8872 2021-08-17 00:10:01,477 - mmaction - INFO - Epoch [3][480/3520] lr: 5.000e-03, eta: 1 day, 4:38:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4458, loss_cls: 3.6007, loss: 3.6007, grad_norm: 6.9931 2021-08-17 00:10:12,961 - mmaction - INFO - Epoch [3][500/3520] lr: 5.000e-03, eta: 1 day, 4:37:43, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.1635, top5_acc: 0.4125, loss_cls: 3.6940, loss: 3.6940, grad_norm: 6.8698 2021-08-17 00:10:24,582 - mmaction - INFO - Epoch [3][520/3520] lr: 5.000e-03, eta: 1 day, 4:37:16, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1844, top5_acc: 0.4219, loss_cls: 3.7320, loss: 3.7320, grad_norm: 6.9622 2021-08-17 00:10:36,143 - mmaction - INFO - Epoch [3][540/3520] lr: 5.000e-03, eta: 1 day, 4:36:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4615, loss_cls: 3.5075, loss: 3.5075, grad_norm: 6.7747 2021-08-17 00:10:47,670 - mmaction - INFO - Epoch [3][560/3520] lr: 5.000e-03, eta: 1 day, 4:36:21, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4667, loss_cls: 3.5648, loss: 3.5648, grad_norm: 6.8522 2021-08-17 00:10:59,198 - mmaction - INFO - Epoch [3][580/3520] lr: 5.000e-03, eta: 1 day, 4:35:54, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1573, top5_acc: 0.4031, loss_cls: 3.7731, loss: 3.7731, grad_norm: 7.1422 2021-08-17 00:11:10,767 - mmaction - INFO - Epoch [3][600/3520] lr: 5.000e-03, eta: 1 day, 4:35:27, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2042, top5_acc: 0.4469, loss_cls: 3.6117, loss: 3.6117, grad_norm: 6.8379 2021-08-17 00:11:22,324 - mmaction - INFO - Epoch [3][620/3520] lr: 5.000e-03, eta: 1 day, 4:35:00, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4333, loss_cls: 3.6597, loss: 3.6597, grad_norm: 7.0977 2021-08-17 00:11:33,928 - mmaction - INFO - Epoch [3][640/3520] lr: 5.000e-03, eta: 1 day, 4:34:34, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4302, loss_cls: 3.6732, loss: 3.6732, grad_norm: 7.0606 2021-08-17 00:11:45,395 - mmaction - INFO - Epoch [3][660/3520] lr: 5.000e-03, eta: 1 day, 4:34:06, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4281, loss_cls: 3.6204, loss: 3.6204, grad_norm: 7.1598 2021-08-17 00:11:56,979 - mmaction - INFO - Epoch [3][680/3520] lr: 5.000e-03, eta: 1 day, 4:33:39, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1760, top5_acc: 0.4021, loss_cls: 3.7329, loss: 3.7329, grad_norm: 6.9284 2021-08-17 00:12:08,510 - mmaction - INFO - Epoch [3][700/3520] lr: 5.000e-03, eta: 1 day, 4:33:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1635, top5_acc: 0.4062, loss_cls: 3.6644, loss: 3.6644, grad_norm: 6.9811 2021-08-17 00:12:20,053 - mmaction - INFO - Epoch [3][720/3520] lr: 5.000e-03, eta: 1 day, 4:32:45, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4552, loss_cls: 3.5858, loss: 3.5858, grad_norm: 7.0318 2021-08-17 00:12:31,548 - mmaction - INFO - Epoch [3][740/3520] lr: 5.000e-03, eta: 1 day, 4:32:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4094, loss_cls: 3.7164, loss: 3.7164, grad_norm: 7.0988 2021-08-17 00:12:43,108 - mmaction - INFO - Epoch [3][760/3520] lr: 5.000e-03, eta: 1 day, 4:31:51, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1854, top5_acc: 0.4344, loss_cls: 3.6872, loss: 3.6872, grad_norm: 6.9141 2021-08-17 00:12:54,630 - mmaction - INFO - Epoch [3][780/3520] lr: 5.000e-03, eta: 1 day, 4:31:24, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4750, loss_cls: 3.5142, loss: 3.5142, grad_norm: 7.0840 2021-08-17 00:13:06,178 - mmaction - INFO - Epoch [3][800/3520] lr: 5.000e-03, eta: 1 day, 4:30:57, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1552, top5_acc: 0.4125, loss_cls: 3.7432, loss: 3.7432, grad_norm: 7.1431 2021-08-17 00:13:17,740 - mmaction - INFO - Epoch [3][820/3520] lr: 5.000e-03, eta: 1 day, 4:30:32, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1844, top5_acc: 0.4188, loss_cls: 3.6888, loss: 3.6888, grad_norm: 7.1926 2021-08-17 00:13:29,308 - mmaction - INFO - Epoch [3][840/3520] lr: 5.000e-03, eta: 1 day, 4:30:05, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1906, top5_acc: 0.4198, loss_cls: 3.6893, loss: 3.6893, grad_norm: 7.1003 2021-08-17 00:13:40,899 - mmaction - INFO - Epoch [3][860/3520] lr: 5.000e-03, eta: 1 day, 4:29:40, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1781, top5_acc: 0.4281, loss_cls: 3.6798, loss: 3.6798, grad_norm: 6.9230 2021-08-17 00:13:52,578 - mmaction - INFO - Epoch [3][880/3520] lr: 5.000e-03, eta: 1 day, 4:29:16, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1677, top5_acc: 0.3969, loss_cls: 3.7869, loss: 3.7869, grad_norm: 7.0902 2021-08-17 00:14:04,156 - mmaction - INFO - Epoch [3][900/3520] lr: 5.000e-03, eta: 1 day, 4:28:52, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4406, loss_cls: 3.6363, loss: 3.6363, grad_norm: 7.0316 2021-08-17 00:14:15,743 - mmaction - INFO - Epoch [3][920/3520] lr: 5.000e-03, eta: 1 day, 4:28:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4354, loss_cls: 3.6401, loss: 3.6401, grad_norm: 7.1067 2021-08-17 00:14:27,327 - mmaction - INFO - Epoch [3][940/3520] lr: 5.000e-03, eta: 1 day, 4:28:01, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.1844, top5_acc: 0.4354, loss_cls: 3.6323, loss: 3.6323, grad_norm: 6.8571 2021-08-17 00:14:38,927 - mmaction - INFO - Epoch [3][960/3520] lr: 5.000e-03, eta: 1 day, 4:27:36, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4437, loss_cls: 3.6705, loss: 3.6705, grad_norm: 6.9420 2021-08-17 00:14:50,562 - mmaction - INFO - Epoch [3][980/3520] lr: 5.000e-03, eta: 1 day, 4:27:13, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4104, loss_cls: 3.7185, loss: 3.7185, grad_norm: 7.0042 2021-08-17 00:15:02,215 - mmaction - INFO - Epoch [3][1000/3520] lr: 5.000e-03, eta: 1 day, 4:26:48, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1760, top5_acc: 0.4260, loss_cls: 3.6923, loss: 3.6923, grad_norm: 6.8707 2021-08-17 00:15:13,706 - mmaction - INFO - Epoch [3][1020/3520] lr: 5.000e-03, eta: 1 day, 4:26:22, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4490, loss_cls: 3.5974, loss: 3.5974, grad_norm: 7.1640 2021-08-17 00:15:25,270 - mmaction - INFO - Epoch [3][1040/3520] lr: 5.000e-03, eta: 1 day, 4:25:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1812, top5_acc: 0.4375, loss_cls: 3.5922, loss: 3.5922, grad_norm: 6.9785 2021-08-17 00:15:36,836 - mmaction - INFO - Epoch [3][1060/3520] lr: 5.000e-03, eta: 1 day, 4:25:32, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4698, loss_cls: 3.5922, loss: 3.5922, grad_norm: 7.0798 2021-08-17 00:15:48,489 - mmaction - INFO - Epoch [3][1080/3520] lr: 5.000e-03, eta: 1 day, 4:25:08, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.1729, top5_acc: 0.4094, loss_cls: 3.6745, loss: 3.6745, grad_norm: 7.1052 2021-08-17 00:16:00,009 - mmaction - INFO - Epoch [3][1100/3520] lr: 5.000e-03, eta: 1 day, 4:24:42, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4083, loss_cls: 3.6917, loss: 3.6917, grad_norm: 7.0822 2021-08-17 00:16:11,573 - mmaction - INFO - Epoch [3][1120/3520] lr: 5.000e-03, eta: 1 day, 4:24:17, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1865, top5_acc: 0.4250, loss_cls: 3.6114, loss: 3.6114, grad_norm: 6.9502 2021-08-17 00:16:23,116 - mmaction - INFO - Epoch [3][1140/3520] lr: 5.000e-03, eta: 1 day, 4:23:52, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4458, loss_cls: 3.5993, loss: 3.5993, grad_norm: 7.1273 2021-08-17 00:16:34,730 - mmaction - INFO - Epoch [3][1160/3520] lr: 5.000e-03, eta: 1 day, 4:23:28, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1812, top5_acc: 0.4250, loss_cls: 3.6611, loss: 3.6611, grad_norm: 6.7758 2021-08-17 00:16:46,261 - mmaction - INFO - Epoch [3][1180/3520] lr: 5.000e-03, eta: 1 day, 4:23:03, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4500, loss_cls: 3.5725, loss: 3.5725, grad_norm: 7.1352 2021-08-17 00:16:58,013 - mmaction - INFO - Epoch [3][1200/3520] lr: 5.000e-03, eta: 1 day, 4:22:41, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.3958, loss_cls: 3.7305, loss: 3.7305, grad_norm: 7.1347 2021-08-17 00:17:09,660 - mmaction - INFO - Epoch [3][1220/3520] lr: 5.000e-03, eta: 1 day, 4:22:19, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4458, loss_cls: 3.6480, loss: 3.6480, grad_norm: 6.8690 2021-08-17 00:17:21,180 - mmaction - INFO - Epoch [3][1240/3520] lr: 5.000e-03, eta: 1 day, 4:21:53, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4469, loss_cls: 3.6053, loss: 3.6053, grad_norm: 7.0496 2021-08-17 00:17:32,739 - mmaction - INFO - Epoch [3][1260/3520] lr: 5.000e-03, eta: 1 day, 4:21:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4281, loss_cls: 3.6824, loss: 3.6824, grad_norm: 7.0406 2021-08-17 00:17:44,360 - mmaction - INFO - Epoch [3][1280/3520] lr: 5.000e-03, eta: 1 day, 4:21:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4406, loss_cls: 3.6669, loss: 3.6669, grad_norm: 7.0620 2021-08-17 00:17:55,871 - mmaction - INFO - Epoch [3][1300/3520] lr: 5.000e-03, eta: 1 day, 4:20:40, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4198, loss_cls: 3.6822, loss: 3.6822, grad_norm: 7.0373 2021-08-17 00:18:07,394 - mmaction - INFO - Epoch [3][1320/3520] lr: 5.000e-03, eta: 1 day, 4:20:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4135, loss_cls: 3.6896, loss: 3.6896, grad_norm: 7.1091 2021-08-17 00:18:18,941 - mmaction - INFO - Epoch [3][1340/3520] lr: 5.000e-03, eta: 1 day, 4:19:50, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4365, loss_cls: 3.6210, loss: 3.6210, grad_norm: 6.8911 2021-08-17 00:18:30,528 - mmaction - INFO - Epoch [3][1360/3520] lr: 5.000e-03, eta: 1 day, 4:19:26, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4292, loss_cls: 3.6390, loss: 3.6390, grad_norm: 6.9182 2021-08-17 00:18:42,085 - mmaction - INFO - Epoch [3][1380/3520] lr: 5.000e-03, eta: 1 day, 4:19:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4552, loss_cls: 3.6132, loss: 3.6132, grad_norm: 7.0608 2021-08-17 00:18:53,574 - mmaction - INFO - Epoch [3][1400/3520] lr: 5.000e-03, eta: 1 day, 4:18:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.1740, top5_acc: 0.4104, loss_cls: 3.6598, loss: 3.6598, grad_norm: 7.1087 2021-08-17 00:19:05,076 - mmaction - INFO - Epoch [3][1420/3520] lr: 5.000e-03, eta: 1 day, 4:18:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1854, top5_acc: 0.4552, loss_cls: 3.6644, loss: 3.6644, grad_norm: 7.0466 2021-08-17 00:19:16,623 - mmaction - INFO - Epoch [3][1440/3520] lr: 5.000e-03, eta: 1 day, 4:17:46, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4188, loss_cls: 3.6891, loss: 3.6891, grad_norm: 7.0380 2021-08-17 00:19:28,262 - mmaction - INFO - Epoch [3][1460/3520] lr: 5.000e-03, eta: 1 day, 4:17:24, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.1521, top5_acc: 0.4344, loss_cls: 3.7124, loss: 3.7124, grad_norm: 6.7067 2021-08-17 00:19:39,783 - mmaction - INFO - Epoch [3][1480/3520] lr: 5.000e-03, eta: 1 day, 4:16:59, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4375, loss_cls: 3.6051, loss: 3.6051, grad_norm: 6.9250 2021-08-17 00:19:51,288 - mmaction - INFO - Epoch [3][1500/3520] lr: 5.000e-03, eta: 1 day, 4:16:35, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4198, loss_cls: 3.6509, loss: 3.6509, grad_norm: 7.1165 2021-08-17 00:20:02,962 - mmaction - INFO - Epoch [3][1520/3520] lr: 5.000e-03, eta: 1 day, 4:16:13, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4469, loss_cls: 3.6734, loss: 3.6734, grad_norm: 6.9424 2021-08-17 00:20:14,544 - mmaction - INFO - Epoch [3][1540/3520] lr: 5.000e-03, eta: 1 day, 4:15:50, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4667, loss_cls: 3.5699, loss: 3.5699, grad_norm: 6.9765 2021-08-17 00:20:26,169 - mmaction - INFO - Epoch [3][1560/3520] lr: 5.000e-03, eta: 1 day, 4:15:27, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1760, top5_acc: 0.4240, loss_cls: 3.6879, loss: 3.6879, grad_norm: 7.0999 2021-08-17 00:20:37,800 - mmaction - INFO - Epoch [3][1580/3520] lr: 5.000e-03, eta: 1 day, 4:15:05, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1667, top5_acc: 0.4177, loss_cls: 3.7336, loss: 3.7336, grad_norm: 6.9906 2021-08-17 00:20:49,419 - mmaction - INFO - Epoch [3][1600/3520] lr: 5.000e-03, eta: 1 day, 4:14:42, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4469, loss_cls: 3.6322, loss: 3.6322, grad_norm: 6.9153 2021-08-17 00:21:00,900 - mmaction - INFO - Epoch [3][1620/3520] lr: 5.000e-03, eta: 1 day, 4:14:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4469, loss_cls: 3.6701, loss: 3.6701, grad_norm: 7.0479 2021-08-17 00:21:12,581 - mmaction - INFO - Epoch [3][1640/3520] lr: 5.000e-03, eta: 1 day, 4:13:56, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.1865, top5_acc: 0.4490, loss_cls: 3.5880, loss: 3.5880, grad_norm: 6.7840 2021-08-17 00:21:24,168 - mmaction - INFO - Epoch [3][1660/3520] lr: 5.000e-03, eta: 1 day, 4:13:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4333, loss_cls: 3.6470, loss: 3.6470, grad_norm: 7.0976 2021-08-17 00:21:35,705 - mmaction - INFO - Epoch [3][1680/3520] lr: 5.000e-03, eta: 1 day, 4:13:08, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4719, loss_cls: 3.5718, loss: 3.5718, grad_norm: 7.1896 2021-08-17 00:21:47,301 - mmaction - INFO - Epoch [3][1700/3520] lr: 5.000e-03, eta: 1 day, 4:12:46, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4521, loss_cls: 3.5820, loss: 3.5820, grad_norm: 7.1023 2021-08-17 00:21:58,807 - mmaction - INFO - Epoch [3][1720/3520] lr: 5.000e-03, eta: 1 day, 4:12:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1604, top5_acc: 0.4062, loss_cls: 3.6471, loss: 3.6471, grad_norm: 6.8992 2021-08-17 00:22:10,328 - mmaction - INFO - Epoch [3][1740/3520] lr: 5.000e-03, eta: 1 day, 4:11:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4448, loss_cls: 3.6065, loss: 3.6065, grad_norm: 7.0523 2021-08-17 00:22:21,909 - mmaction - INFO - Epoch [3][1760/3520] lr: 5.000e-03, eta: 1 day, 4:11:35, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.4385, loss_cls: 3.6758, loss: 3.6758, grad_norm: 7.0281 2021-08-17 00:22:33,445 - mmaction - INFO - Epoch [3][1780/3520] lr: 5.000e-03, eta: 1 day, 4:11:12, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4240, loss_cls: 3.6336, loss: 3.6336, grad_norm: 7.0355 2021-08-17 00:22:45,011 - mmaction - INFO - Epoch [3][1800/3520] lr: 5.000e-03, eta: 1 day, 4:10:48, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.4427, loss_cls: 3.6228, loss: 3.6228, grad_norm: 6.9229 2021-08-17 00:22:56,599 - mmaction - INFO - Epoch [3][1820/3520] lr: 5.000e-03, eta: 1 day, 4:10:26, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4417, loss_cls: 3.6314, loss: 3.6314, grad_norm: 6.8987 2021-08-17 00:23:08,223 - mmaction - INFO - Epoch [3][1840/3520] lr: 5.000e-03, eta: 1 day, 4:10:04, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4573, loss_cls: 3.6043, loss: 3.6043, grad_norm: 6.9868 2021-08-17 00:23:19,704 - mmaction - INFO - Epoch [3][1860/3520] lr: 5.000e-03, eta: 1 day, 4:09:40, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4271, loss_cls: 3.6502, loss: 3.6502, grad_norm: 7.0585 2021-08-17 00:23:31,261 - mmaction - INFO - Epoch [3][1880/3520] lr: 5.000e-03, eta: 1 day, 4:09:17, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4240, loss_cls: 3.6219, loss: 3.6219, grad_norm: 7.0709 2021-08-17 00:23:42,935 - mmaction - INFO - Epoch [3][1900/3520] lr: 5.000e-03, eta: 1 day, 4:08:56, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4677, loss_cls: 3.5951, loss: 3.5951, grad_norm: 6.7880 2021-08-17 00:23:54,631 - mmaction - INFO - Epoch [3][1920/3520] lr: 5.000e-03, eta: 1 day, 4:08:36, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.1885, top5_acc: 0.4406, loss_cls: 3.6112, loss: 3.6112, grad_norm: 7.2055 2021-08-17 00:24:06,244 - mmaction - INFO - Epoch [3][1940/3520] lr: 5.000e-03, eta: 1 day, 4:08:14, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4344, loss_cls: 3.6456, loss: 3.6456, grad_norm: 6.9711 2021-08-17 00:24:17,887 - mmaction - INFO - Epoch [3][1960/3520] lr: 5.000e-03, eta: 1 day, 4:07:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4250, loss_cls: 3.6830, loss: 3.6830, grad_norm: 7.0319 2021-08-17 00:24:29,380 - mmaction - INFO - Epoch [3][1980/3520] lr: 5.000e-03, eta: 1 day, 4:07:29, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4562, loss_cls: 3.6239, loss: 3.6239, grad_norm: 7.0218 2021-08-17 00:24:40,995 - mmaction - INFO - Epoch [3][2000/3520] lr: 5.000e-03, eta: 1 day, 4:07:08, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4177, loss_cls: 3.6143, loss: 3.6143, grad_norm: 7.1424 2021-08-17 00:24:52,510 - mmaction - INFO - Epoch [3][2020/3520] lr: 5.000e-03, eta: 1 day, 4:06:44, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4688, loss_cls: 3.5229, loss: 3.5229, grad_norm: 7.0068 2021-08-17 00:25:04,112 - mmaction - INFO - Epoch [3][2040/3520] lr: 5.000e-03, eta: 1 day, 4:06:22, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4542, loss_cls: 3.5830, loss: 3.5830, grad_norm: 7.1348 2021-08-17 00:25:15,661 - mmaction - INFO - Epoch [3][2060/3520] lr: 5.000e-03, eta: 1 day, 4:06:00, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4104, loss_cls: 3.5831, loss: 3.5831, grad_norm: 6.8095 2021-08-17 00:25:27,355 - mmaction - INFO - Epoch [3][2080/3520] lr: 5.000e-03, eta: 1 day, 4:05:39, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4750, loss_cls: 3.5398, loss: 3.5398, grad_norm: 7.0524 2021-08-17 00:25:38,887 - mmaction - INFO - Epoch [3][2100/3520] lr: 5.000e-03, eta: 1 day, 4:05:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1865, top5_acc: 0.4313, loss_cls: 3.6599, loss: 3.6599, grad_norm: 7.0354 2021-08-17 00:25:50,563 - mmaction - INFO - Epoch [3][2120/3520] lr: 5.000e-03, eta: 1 day, 4:04:56, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4604, loss_cls: 3.5191, loss: 3.5191, grad_norm: 7.0122 2021-08-17 00:26:02,129 - mmaction - INFO - Epoch [3][2140/3520] lr: 5.000e-03, eta: 1 day, 4:04:35, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4594, loss_cls: 3.5637, loss: 3.5637, grad_norm: 7.2168 2021-08-17 00:26:13,660 - mmaction - INFO - Epoch [3][2160/3520] lr: 5.000e-03, eta: 1 day, 4:04:11, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4104, loss_cls: 3.7143, loss: 3.7143, grad_norm: 7.1940 2021-08-17 00:26:25,255 - mmaction - INFO - Epoch [3][2180/3520] lr: 5.000e-03, eta: 1 day, 4:03:50, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4656, loss_cls: 3.5994, loss: 3.5994, grad_norm: 7.3646 2021-08-17 00:26:36,845 - mmaction - INFO - Epoch [3][2200/3520] lr: 5.000e-03, eta: 1 day, 4:03:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4302, loss_cls: 3.6548, loss: 3.6548, grad_norm: 7.2593 2021-08-17 00:26:48,499 - mmaction - INFO - Epoch [3][2220/3520] lr: 5.000e-03, eta: 1 day, 4:03:08, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.1698, top5_acc: 0.4198, loss_cls: 3.7128, loss: 3.7128, grad_norm: 7.1915 2021-08-17 00:27:00,108 - mmaction - INFO - Epoch [3][2240/3520] lr: 5.000e-03, eta: 1 day, 4:02:47, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1750, top5_acc: 0.3979, loss_cls: 3.7049, loss: 3.7049, grad_norm: 7.0037 2021-08-17 00:27:11,625 - mmaction - INFO - Epoch [3][2260/3520] lr: 5.000e-03, eta: 1 day, 4:02:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4500, loss_cls: 3.6407, loss: 3.6407, grad_norm: 6.9204 2021-08-17 00:27:23,181 - mmaction - INFO - Epoch [3][2280/3520] lr: 5.000e-03, eta: 1 day, 4:02:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4219, loss_cls: 3.7009, loss: 3.7009, grad_norm: 7.1860 2021-08-17 00:27:34,773 - mmaction - INFO - Epoch [3][2300/3520] lr: 5.000e-03, eta: 1 day, 4:01:41, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4490, loss_cls: 3.5923, loss: 3.5923, grad_norm: 7.1152 2021-08-17 00:27:46,366 - mmaction - INFO - Epoch [3][2320/3520] lr: 5.000e-03, eta: 1 day, 4:01:19, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4281, loss_cls: 3.6824, loss: 3.6824, grad_norm: 7.0206 2021-08-17 00:27:57,936 - mmaction - INFO - Epoch [3][2340/3520] lr: 5.000e-03, eta: 1 day, 4:00:58, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4385, loss_cls: 3.6478, loss: 3.6478, grad_norm: 7.1023 2021-08-17 00:28:09,613 - mmaction - INFO - Epoch [3][2360/3520] lr: 5.000e-03, eta: 1 day, 4:00:37, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4229, loss_cls: 3.6487, loss: 3.6487, grad_norm: 6.9970 2021-08-17 00:28:21,064 - mmaction - INFO - Epoch [3][2380/3520] lr: 5.000e-03, eta: 1 day, 4:00:15, time: 0.575, data_time: 0.004, memory: 8335, top1_acc: 0.1708, top5_acc: 0.4448, loss_cls: 3.6455, loss: 3.6455, grad_norm: 7.1328 2021-08-17 00:28:32,748 - mmaction - INFO - Epoch [3][2400/3520] lr: 5.000e-03, eta: 1 day, 3:59:54, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4281, loss_cls: 3.6017, loss: 3.6017, grad_norm: 6.9022 2021-08-17 00:28:44,376 - mmaction - INFO - Epoch [3][2420/3520] lr: 5.000e-03, eta: 1 day, 3:59:34, time: 0.584, data_time: 0.004, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4583, loss_cls: 3.5136, loss: 3.5136, grad_norm: 6.7746 2021-08-17 00:28:55,985 - mmaction - INFO - Epoch [3][2440/3520] lr: 5.000e-03, eta: 1 day, 3:59:14, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4271, loss_cls: 3.6613, loss: 3.6613, grad_norm: 6.8258 2021-08-17 00:29:07,558 - mmaction - INFO - Epoch [3][2460/3520] lr: 5.000e-03, eta: 1 day, 3:58:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4146, loss_cls: 3.7578, loss: 3.7578, grad_norm: 7.1391 2021-08-17 00:29:19,164 - mmaction - INFO - Epoch [3][2480/3520] lr: 5.000e-03, eta: 1 day, 3:58:31, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4281, loss_cls: 3.6028, loss: 3.6028, grad_norm: 7.0689 2021-08-17 00:29:30,675 - mmaction - INFO - Epoch [3][2500/3520] lr: 5.000e-03, eta: 1 day, 3:58:09, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1760, top5_acc: 0.4458, loss_cls: 3.6028, loss: 3.6028, grad_norm: 7.0073 2021-08-17 00:29:42,267 - mmaction - INFO - Epoch [3][2520/3520] lr: 5.000e-03, eta: 1 day, 3:57:48, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.4260, loss_cls: 3.6642, loss: 3.6642, grad_norm: 7.3000 2021-08-17 00:29:53,771 - mmaction - INFO - Epoch [3][2540/3520] lr: 5.000e-03, eta: 1 day, 3:57:26, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1906, top5_acc: 0.4573, loss_cls: 3.5165, loss: 3.5165, grad_norm: 7.0403 2021-08-17 00:30:05,362 - mmaction - INFO - Epoch [3][2560/3520] lr: 5.000e-03, eta: 1 day, 3:57:05, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4760, loss_cls: 3.4960, loss: 3.4960, grad_norm: 6.9707 2021-08-17 00:30:16,984 - mmaction - INFO - Epoch [3][2580/3520] lr: 5.000e-03, eta: 1 day, 3:56:45, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4521, loss_cls: 3.5809, loss: 3.5809, grad_norm: 7.1997 2021-08-17 00:30:28,563 - mmaction - INFO - Epoch [3][2600/3520] lr: 5.000e-03, eta: 1 day, 3:56:24, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4448, loss_cls: 3.5906, loss: 3.5906, grad_norm: 6.9033 2021-08-17 00:30:40,118 - mmaction - INFO - Epoch [3][2620/3520] lr: 5.000e-03, eta: 1 day, 3:56:03, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4396, loss_cls: 3.5812, loss: 3.5812, grad_norm: 7.1084 2021-08-17 00:30:51,743 - mmaction - INFO - Epoch [3][2640/3520] lr: 5.000e-03, eta: 1 day, 3:55:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4385, loss_cls: 3.5959, loss: 3.5959, grad_norm: 7.1707 2021-08-17 00:31:03,326 - mmaction - INFO - Epoch [3][2660/3520] lr: 5.000e-03, eta: 1 day, 3:55:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4583, loss_cls: 3.5825, loss: 3.5825, grad_norm: 6.8288 2021-08-17 00:31:14,901 - mmaction - INFO - Epoch [3][2680/3520] lr: 5.000e-03, eta: 1 day, 3:55:00, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2042, top5_acc: 0.4469, loss_cls: 3.6053, loss: 3.6053, grad_norm: 7.0305 2021-08-17 00:31:26,499 - mmaction - INFO - Epoch [3][2700/3520] lr: 5.000e-03, eta: 1 day, 3:54:40, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4594, loss_cls: 3.5359, loss: 3.5359, grad_norm: 6.9767 2021-08-17 00:31:38,173 - mmaction - INFO - Epoch [3][2720/3520] lr: 5.000e-03, eta: 1 day, 3:54:20, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4750, loss_cls: 3.5299, loss: 3.5299, grad_norm: 6.9952 2021-08-17 00:31:49,821 - mmaction - INFO - Epoch [3][2740/3520] lr: 5.000e-03, eta: 1 day, 3:54:02, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.1854, top5_acc: 0.4406, loss_cls: 3.6506, loss: 3.6506, grad_norm: 7.0376 2021-08-17 00:32:01,517 - mmaction - INFO - Epoch [3][2760/3520] lr: 5.000e-03, eta: 1 day, 3:53:43, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4500, loss_cls: 3.5551, loss: 3.5551, grad_norm: 7.1790 2021-08-17 00:32:13,058 - mmaction - INFO - Epoch [3][2780/3520] lr: 5.000e-03, eta: 1 day, 3:53:22, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.4271, loss_cls: 3.7013, loss: 3.7013, grad_norm: 7.1718 2021-08-17 00:32:24,613 - mmaction - INFO - Epoch [3][2800/3520] lr: 5.000e-03, eta: 1 day, 3:53:00, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4375, loss_cls: 3.6030, loss: 3.6030, grad_norm: 6.8886 2021-08-17 00:32:36,207 - mmaction - INFO - Epoch [3][2820/3520] lr: 5.000e-03, eta: 1 day, 3:52:40, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4844, loss_cls: 3.4730, loss: 3.4730, grad_norm: 6.9929 2021-08-17 00:32:47,806 - mmaction - INFO - Epoch [3][2840/3520] lr: 5.000e-03, eta: 1 day, 3:52:20, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4698, loss_cls: 3.4451, loss: 3.4451, grad_norm: 7.0288 2021-08-17 00:32:59,321 - mmaction - INFO - Epoch [3][2860/3520] lr: 5.000e-03, eta: 1 day, 3:51:58, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4823, loss_cls: 3.5226, loss: 3.5226, grad_norm: 7.0246 2021-08-17 00:33:10,858 - mmaction - INFO - Epoch [3][2880/3520] lr: 5.000e-03, eta: 1 day, 3:51:37, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4458, loss_cls: 3.6001, loss: 3.6001, grad_norm: 6.9407 2021-08-17 00:33:22,340 - mmaction - INFO - Epoch [3][2900/3520] lr: 5.000e-03, eta: 1 day, 3:51:15, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.1812, top5_acc: 0.4188, loss_cls: 3.6292, loss: 3.6292, grad_norm: 7.0391 2021-08-17 00:33:33,905 - mmaction - INFO - Epoch [3][2920/3520] lr: 5.000e-03, eta: 1 day, 3:50:54, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1802, top5_acc: 0.4177, loss_cls: 3.6943, loss: 3.6943, grad_norm: 6.9860 2021-08-17 00:33:45,429 - mmaction - INFO - Epoch [3][2940/3520] lr: 5.000e-03, eta: 1 day, 3:50:33, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4562, loss_cls: 3.5275, loss: 3.5275, grad_norm: 6.9332 2021-08-17 00:33:57,066 - mmaction - INFO - Epoch [3][2960/3520] lr: 5.000e-03, eta: 1 day, 3:50:14, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1844, top5_acc: 0.4375, loss_cls: 3.5456, loss: 3.5456, grad_norm: 7.3602 2021-08-17 00:34:08,565 - mmaction - INFO - Epoch [3][2980/3520] lr: 5.000e-03, eta: 1 day, 3:49:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4437, loss_cls: 3.6702, loss: 3.6702, grad_norm: 7.0138 2021-08-17 00:34:20,238 - mmaction - INFO - Epoch [3][3000/3520] lr: 5.000e-03, eta: 1 day, 3:49:33, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4500, loss_cls: 3.4770, loss: 3.4770, grad_norm: 6.8265 2021-08-17 00:34:31,735 - mmaction - INFO - Epoch [3][3020/3520] lr: 5.000e-03, eta: 1 day, 3:49:12, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4500, loss_cls: 3.5744, loss: 3.5744, grad_norm: 7.1821 2021-08-17 00:34:43,307 - mmaction - INFO - Epoch [3][3040/3520] lr: 5.000e-03, eta: 1 day, 3:48:52, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4313, loss_cls: 3.6290, loss: 3.6290, grad_norm: 7.1703 2021-08-17 00:34:54,869 - mmaction - INFO - Epoch [3][3060/3520] lr: 5.000e-03, eta: 1 day, 3:48:32, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1750, top5_acc: 0.4698, loss_cls: 3.6101, loss: 3.6101, grad_norm: 7.2771 2021-08-17 00:35:06,398 - mmaction - INFO - Epoch [3][3080/3520] lr: 5.000e-03, eta: 1 day, 3:48:10, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4646, loss_cls: 3.5376, loss: 3.5376, grad_norm: 7.0732 2021-08-17 00:35:17,927 - mmaction - INFO - Epoch [3][3100/3520] lr: 5.000e-03, eta: 1 day, 3:47:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4542, loss_cls: 3.5852, loss: 3.5852, grad_norm: 6.7729 2021-08-17 00:35:29,567 - mmaction - INFO - Epoch [3][3120/3520] lr: 5.000e-03, eta: 1 day, 3:47:30, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1958, top5_acc: 0.4448, loss_cls: 3.6448, loss: 3.6448, grad_norm: 7.1296 2021-08-17 00:35:41,117 - mmaction - INFO - Epoch [3][3140/3520] lr: 5.000e-03, eta: 1 day, 3:47:10, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4583, loss_cls: 3.5442, loss: 3.5442, grad_norm: 7.2199 2021-08-17 00:35:52,772 - mmaction - INFO - Epoch [3][3160/3520] lr: 5.000e-03, eta: 1 day, 3:46:51, time: 0.582, data_time: 0.004, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4625, loss_cls: 3.5914, loss: 3.5914, grad_norm: 6.9933 2021-08-17 00:36:04,277 - mmaction - INFO - Epoch [3][3180/3520] lr: 5.000e-03, eta: 1 day, 3:46:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4292, loss_cls: 3.6349, loss: 3.6349, grad_norm: 7.1528 2021-08-17 00:36:15,837 - mmaction - INFO - Epoch [3][3200/3520] lr: 5.000e-03, eta: 1 day, 3:46:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1719, top5_acc: 0.4260, loss_cls: 3.7018, loss: 3.7018, grad_norm: 7.1294 2021-08-17 00:36:27,404 - mmaction - INFO - Epoch [3][3220/3520] lr: 5.000e-03, eta: 1 day, 3:45:50, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1688, top5_acc: 0.4510, loss_cls: 3.6112, loss: 3.6112, grad_norm: 7.1339 2021-08-17 00:36:38,958 - mmaction - INFO - Epoch [3][3240/3520] lr: 5.000e-03, eta: 1 day, 3:45:30, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4490, loss_cls: 3.5601, loss: 3.5601, grad_norm: 7.1848 2021-08-17 00:36:50,571 - mmaction - INFO - Epoch [3][3260/3520] lr: 5.000e-03, eta: 1 day, 3:45:11, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4510, loss_cls: 3.6102, loss: 3.6102, grad_norm: 6.9868 2021-08-17 00:37:02,152 - mmaction - INFO - Epoch [3][3280/3520] lr: 5.000e-03, eta: 1 day, 3:44:51, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4583, loss_cls: 3.5774, loss: 3.5774, grad_norm: 6.9648 2021-08-17 00:37:13,648 - mmaction - INFO - Epoch [3][3300/3520] lr: 5.000e-03, eta: 1 day, 3:44:30, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4542, loss_cls: 3.5756, loss: 3.5756, grad_norm: 7.1008 2021-08-17 00:37:25,156 - mmaction - INFO - Epoch [3][3320/3520] lr: 5.000e-03, eta: 1 day, 3:44:09, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4292, loss_cls: 3.6535, loss: 3.6535, grad_norm: 7.2135 2021-08-17 00:37:36,660 - mmaction - INFO - Epoch [3][3340/3520] lr: 5.000e-03, eta: 1 day, 3:43:48, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4333, loss_cls: 3.6243, loss: 3.6243, grad_norm: 6.9022 2021-08-17 00:37:48,239 - mmaction - INFO - Epoch [3][3360/3520] lr: 5.000e-03, eta: 1 day, 3:43:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4542, loss_cls: 3.5920, loss: 3.5920, grad_norm: 7.1257 2021-08-17 00:37:59,744 - mmaction - INFO - Epoch [3][3380/3520] lr: 5.000e-03, eta: 1 day, 3:43:08, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1906, top5_acc: 0.4427, loss_cls: 3.6232, loss: 3.6232, grad_norm: 6.9995 2021-08-17 00:38:11,299 - mmaction - INFO - Epoch [3][3400/3520] lr: 5.000e-03, eta: 1 day, 3:42:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4365, loss_cls: 3.5666, loss: 3.5666, grad_norm: 6.8702 2021-08-17 00:38:22,852 - mmaction - INFO - Epoch [3][3420/3520] lr: 5.000e-03, eta: 1 day, 3:42:28, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1781, top5_acc: 0.4562, loss_cls: 3.5702, loss: 3.5702, grad_norm: 6.9685 2021-08-17 00:38:34,414 - mmaction - INFO - Epoch [3][3440/3520] lr: 5.000e-03, eta: 1 day, 3:42:07, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4562, loss_cls: 3.5752, loss: 3.5752, grad_norm: 7.1416 2021-08-17 00:38:45,926 - mmaction - INFO - Epoch [3][3460/3520] lr: 5.000e-03, eta: 1 day, 3:41:48, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4635, loss_cls: 3.4383, loss: 3.4383, grad_norm: 7.1411 2021-08-17 00:38:57,509 - mmaction - INFO - Epoch [3][3480/3520] lr: 5.000e-03, eta: 1 day, 3:41:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1771, top5_acc: 0.4448, loss_cls: 3.6308, loss: 3.6308, grad_norm: 7.1797 2021-08-17 00:39:08,972 - mmaction - INFO - Epoch [3][3500/3520] lr: 5.000e-03, eta: 1 day, 3:41:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4521, loss_cls: 3.5962, loss: 3.5962, grad_norm: 6.9900 2021-08-17 00:39:20,040 - mmaction - INFO - Epoch [3][3520/3520] lr: 5.000e-03, eta: 1 day, 3:40:39, time: 0.553, data_time: 0.003, memory: 8335, top1_acc: 0.1913, top5_acc: 0.4663, loss_cls: 3.5413, loss: 3.5413, grad_norm: 7.1253 2021-08-17 00:39:24,708 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-08-17 00:41:09,669 - mmaction - INFO - Epoch [4][20/3520] lr: 5.000e-03, eta: 1 day, 4:04:30, time: 5.216, data_time: 4.634, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4688, loss_cls: 3.5346, loss: 3.5346, grad_norm: 7.1873 2021-08-17 00:41:21,222 - mmaction - INFO - Epoch [4][40/3520] lr: 5.000e-03, eta: 1 day, 4:04:07, time: 0.577, data_time: 0.005, memory: 8335, top1_acc: 0.2375, top5_acc: 0.4979, loss_cls: 3.4103, loss: 3.4103, grad_norm: 7.1740 2021-08-17 00:41:32,668 - mmaction - INFO - Epoch [4][60/3520] lr: 5.000e-03, eta: 1 day, 4:03:43, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4448, loss_cls: 3.5005, loss: 3.5005, grad_norm: 7.2496 2021-08-17 00:41:44,117 - mmaction - INFO - Epoch [4][80/3520] lr: 5.000e-03, eta: 1 day, 4:03:19, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4698, loss_cls: 3.5508, loss: 3.5508, grad_norm: 7.3708 2021-08-17 00:41:55,665 - mmaction - INFO - Epoch [4][100/3520] lr: 5.000e-03, eta: 1 day, 4:02:57, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4573, loss_cls: 3.5167, loss: 3.5167, grad_norm: 7.1843 2021-08-17 00:42:07,250 - mmaction - INFO - Epoch [4][120/3520] lr: 5.000e-03, eta: 1 day, 4:02:34, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4448, loss_cls: 3.5899, loss: 3.5899, grad_norm: 7.1936 2021-08-17 00:42:18,665 - mmaction - INFO - Epoch [4][140/3520] lr: 5.000e-03, eta: 1 day, 4:02:10, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4781, loss_cls: 3.4535, loss: 3.4535, grad_norm: 7.1167 2021-08-17 00:42:30,196 - mmaction - INFO - Epoch [4][160/3520] lr: 5.000e-03, eta: 1 day, 4:01:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4490, loss_cls: 3.5737, loss: 3.5737, grad_norm: 7.2355 2021-08-17 00:42:41,685 - mmaction - INFO - Epoch [4][180/3520] lr: 5.000e-03, eta: 1 day, 4:01:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4625, loss_cls: 3.5538, loss: 3.5538, grad_norm: 7.0373 2021-08-17 00:42:53,199 - mmaction - INFO - Epoch [4][200/3520] lr: 5.000e-03, eta: 1 day, 4:01:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4458, loss_cls: 3.6345, loss: 3.6345, grad_norm: 7.1246 2021-08-17 00:43:04,749 - mmaction - INFO - Epoch [4][220/3520] lr: 5.000e-03, eta: 1 day, 4:00:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4469, loss_cls: 3.5556, loss: 3.5556, grad_norm: 6.9789 2021-08-17 00:43:16,273 - mmaction - INFO - Epoch [4][240/3520] lr: 5.000e-03, eta: 1 day, 4:00:16, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4604, loss_cls: 3.5227, loss: 3.5227, grad_norm: 7.2607 2021-08-17 00:43:27,852 - mmaction - INFO - Epoch [4][260/3520] lr: 5.000e-03, eta: 1 day, 3:59:54, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1865, top5_acc: 0.4458, loss_cls: 3.6031, loss: 3.6031, grad_norm: 7.1518 2021-08-17 00:43:39,341 - mmaction - INFO - Epoch [4][280/3520] lr: 5.000e-03, eta: 1 day, 3:59:31, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4813, loss_cls: 3.5114, loss: 3.5114, grad_norm: 6.9164 2021-08-17 00:43:50,835 - mmaction - INFO - Epoch [4][300/3520] lr: 5.000e-03, eta: 1 day, 3:59:08, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4719, loss_cls: 3.5325, loss: 3.5325, grad_norm: 7.4344 2021-08-17 00:44:02,352 - mmaction - INFO - Epoch [4][320/3520] lr: 5.000e-03, eta: 1 day, 3:58:46, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1906, top5_acc: 0.4469, loss_cls: 3.5416, loss: 3.5416, grad_norm: 7.1078 2021-08-17 00:44:13,858 - mmaction - INFO - Epoch [4][340/3520] lr: 5.000e-03, eta: 1 day, 3:58:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4583, loss_cls: 3.5249, loss: 3.5249, grad_norm: 7.0175 2021-08-17 00:44:25,482 - mmaction - INFO - Epoch [4][360/3520] lr: 5.000e-03, eta: 1 day, 3:58:02, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2365, top5_acc: 0.4781, loss_cls: 3.4630, loss: 3.4630, grad_norm: 7.1776 2021-08-17 00:44:36,945 - mmaction - INFO - Epoch [4][380/3520] lr: 5.000e-03, eta: 1 day, 3:57:39, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4427, loss_cls: 3.5817, loss: 3.5817, grad_norm: 7.2263 2021-08-17 00:44:48,586 - mmaction - INFO - Epoch [4][400/3520] lr: 5.000e-03, eta: 1 day, 3:57:18, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4542, loss_cls: 3.5826, loss: 3.5826, grad_norm: 7.2405 2021-08-17 00:45:00,109 - mmaction - INFO - Epoch [4][420/3520] lr: 5.000e-03, eta: 1 day, 3:56:56, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4760, loss_cls: 3.4841, loss: 3.4841, grad_norm: 7.0973 2021-08-17 00:45:11,618 - mmaction - INFO - Epoch [4][440/3520] lr: 5.000e-03, eta: 1 day, 3:56:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1885, top5_acc: 0.4562, loss_cls: 3.6411, loss: 3.6411, grad_norm: 7.0807 2021-08-17 00:45:23,184 - mmaction - INFO - Epoch [4][460/3520] lr: 5.000e-03, eta: 1 day, 3:56:11, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2250, top5_acc: 0.4708, loss_cls: 3.4572, loss: 3.4572, grad_norm: 7.4455 2021-08-17 00:45:34,699 - mmaction - INFO - Epoch [4][480/3520] lr: 5.000e-03, eta: 1 day, 3:55:50, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4625, loss_cls: 3.5680, loss: 3.5680, grad_norm: 7.2877 2021-08-17 00:45:46,271 - mmaction - INFO - Epoch [4][500/3520] lr: 5.000e-03, eta: 1 day, 3:55:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4844, loss_cls: 3.4930, loss: 3.4930, grad_norm: 7.0376 2021-08-17 00:45:57,794 - mmaction - INFO - Epoch [4][520/3520] lr: 5.000e-03, eta: 1 day, 3:55:06, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4885, loss_cls: 3.4204, loss: 3.4204, grad_norm: 7.0800 2021-08-17 00:46:09,352 - mmaction - INFO - Epoch [4][540/3520] lr: 5.000e-03, eta: 1 day, 3:54:44, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1958, top5_acc: 0.4667, loss_cls: 3.5919, loss: 3.5919, grad_norm: 7.1708 2021-08-17 00:46:20,880 - mmaction - INFO - Epoch [4][560/3520] lr: 5.000e-03, eta: 1 day, 3:54:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4958, loss_cls: 3.4384, loss: 3.4384, grad_norm: 7.0976 2021-08-17 00:46:32,542 - mmaction - INFO - Epoch [4][580/3520] lr: 5.000e-03, eta: 1 day, 3:54:02, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4583, loss_cls: 3.4582, loss: 3.4582, grad_norm: 7.1793 2021-08-17 00:46:44,068 - mmaction - INFO - Epoch [4][600/3520] lr: 5.000e-03, eta: 1 day, 3:53:41, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4469, loss_cls: 3.6010, loss: 3.6010, grad_norm: 7.2251 2021-08-17 00:46:55,728 - mmaction - INFO - Epoch [4][620/3520] lr: 5.000e-03, eta: 1 day, 3:53:20, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1802, top5_acc: 0.4344, loss_cls: 3.6767, loss: 3.6767, grad_norm: 6.9948 2021-08-17 00:47:07,223 - mmaction - INFO - Epoch [4][640/3520] lr: 5.000e-03, eta: 1 day, 3:52:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4813, loss_cls: 3.4452, loss: 3.4452, grad_norm: 7.0337 2021-08-17 00:47:18,784 - mmaction - INFO - Epoch [4][660/3520] lr: 5.000e-03, eta: 1 day, 3:52:36, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4635, loss_cls: 3.4807, loss: 3.4807, grad_norm: 7.2489 2021-08-17 00:47:30,334 - mmaction - INFO - Epoch [4][680/3520] lr: 5.000e-03, eta: 1 day, 3:52:16, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.1802, top5_acc: 0.4260, loss_cls: 3.6301, loss: 3.6301, grad_norm: 7.2304 2021-08-17 00:47:41,918 - mmaction - INFO - Epoch [4][700/3520] lr: 5.000e-03, eta: 1 day, 3:51:55, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4667, loss_cls: 3.5459, loss: 3.5459, grad_norm: 7.2225 2021-08-17 00:47:53,545 - mmaction - INFO - Epoch [4][720/3520] lr: 5.000e-03, eta: 1 day, 3:51:35, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1885, top5_acc: 0.4490, loss_cls: 3.6020, loss: 3.6020, grad_norm: 7.2999 2021-08-17 00:48:05,173 - mmaction - INFO - Epoch [4][740/3520] lr: 5.000e-03, eta: 1 day, 3:51:14, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4833, loss_cls: 3.4691, loss: 3.4691, grad_norm: 7.5548 2021-08-17 00:48:16,628 - mmaction - INFO - Epoch [4][760/3520] lr: 5.000e-03, eta: 1 day, 3:50:52, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4656, loss_cls: 3.5354, loss: 3.5354, grad_norm: 7.3949 2021-08-17 00:48:28,182 - mmaction - INFO - Epoch [4][780/3520] lr: 5.000e-03, eta: 1 day, 3:50:30, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4708, loss_cls: 3.5138, loss: 3.5138, grad_norm: 7.1344 2021-08-17 00:48:39,695 - mmaction - INFO - Epoch [4][800/3520] lr: 5.000e-03, eta: 1 day, 3:50:09, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4990, loss_cls: 3.4167, loss: 3.4167, grad_norm: 7.2287 2021-08-17 00:48:51,285 - mmaction - INFO - Epoch [4][820/3520] lr: 5.000e-03, eta: 1 day, 3:49:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4521, loss_cls: 3.5443, loss: 3.5443, grad_norm: 7.1883 2021-08-17 00:49:02,963 - mmaction - INFO - Epoch [4][840/3520] lr: 5.000e-03, eta: 1 day, 3:49:29, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4313, loss_cls: 3.6468, loss: 3.6468, grad_norm: 7.4068 2021-08-17 00:49:14,655 - mmaction - INFO - Epoch [4][860/3520] lr: 5.000e-03, eta: 1 day, 3:49:09, time: 0.584, data_time: 0.004, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4521, loss_cls: 3.5231, loss: 3.5231, grad_norm: 6.8976 2021-08-17 00:49:26,166 - mmaction - INFO - Epoch [4][880/3520] lr: 5.000e-03, eta: 1 day, 3:48:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1885, top5_acc: 0.4448, loss_cls: 3.5211, loss: 3.5211, grad_norm: 7.3265 2021-08-17 00:49:37,773 - mmaction - INFO - Epoch [4][900/3520] lr: 5.000e-03, eta: 1 day, 3:48:27, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4479, loss_cls: 3.5428, loss: 3.5428, grad_norm: 7.1747 2021-08-17 00:49:49,318 - mmaction - INFO - Epoch [4][920/3520] lr: 5.000e-03, eta: 1 day, 3:48:07, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4708, loss_cls: 3.5308, loss: 3.5308, grad_norm: 7.1440 2021-08-17 00:50:00,887 - mmaction - INFO - Epoch [4][940/3520] lr: 5.000e-03, eta: 1 day, 3:47:46, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1792, top5_acc: 0.4406, loss_cls: 3.6315, loss: 3.6315, grad_norm: 7.2208 2021-08-17 00:50:12,406 - mmaction - INFO - Epoch [4][960/3520] lr: 5.000e-03, eta: 1 day, 3:47:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4479, loss_cls: 3.5112, loss: 3.5112, grad_norm: 7.3854 2021-08-17 00:50:24,002 - mmaction - INFO - Epoch [4][980/3520] lr: 5.000e-03, eta: 1 day, 3:47:04, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4500, loss_cls: 3.5160, loss: 3.5160, grad_norm: 7.3735 2021-08-17 00:50:35,533 - mmaction - INFO - Epoch [4][1000/3520] lr: 5.000e-03, eta: 1 day, 3:46:43, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4583, loss_cls: 3.5595, loss: 3.5595, grad_norm: 7.3620 2021-08-17 00:50:47,197 - mmaction - INFO - Epoch [4][1020/3520] lr: 5.000e-03, eta: 1 day, 3:46:23, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1865, top5_acc: 0.4667, loss_cls: 3.5518, loss: 3.5518, grad_norm: 7.1151 2021-08-17 00:50:58,728 - mmaction - INFO - Epoch [4][1040/3520] lr: 5.000e-03, eta: 1 day, 3:46:03, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4594, loss_cls: 3.5125, loss: 3.5125, grad_norm: 7.2287 2021-08-17 00:51:10,328 - mmaction - INFO - Epoch [4][1060/3520] lr: 5.000e-03, eta: 1 day, 3:45:42, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4781, loss_cls: 3.5557, loss: 3.5557, grad_norm: 7.2360 2021-08-17 00:51:21,892 - mmaction - INFO - Epoch [4][1080/3520] lr: 5.000e-03, eta: 1 day, 3:45:22, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2042, top5_acc: 0.4469, loss_cls: 3.5353, loss: 3.5353, grad_norm: 7.2743 2021-08-17 00:51:33,474 - mmaction - INFO - Epoch [4][1100/3520] lr: 5.000e-03, eta: 1 day, 3:45:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4635, loss_cls: 3.5166, loss: 3.5166, grad_norm: 7.2471 2021-08-17 00:51:44,978 - mmaction - INFO - Epoch [4][1120/3520] lr: 5.000e-03, eta: 1 day, 3:44:40, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1833, top5_acc: 0.4427, loss_cls: 3.6025, loss: 3.6025, grad_norm: 7.1913 2021-08-17 00:51:56,586 - mmaction - INFO - Epoch [4][1140/3520] lr: 5.000e-03, eta: 1 day, 3:44:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4688, loss_cls: 3.5238, loss: 3.5238, grad_norm: 7.2408 2021-08-17 00:52:08,135 - mmaction - INFO - Epoch [4][1160/3520] lr: 5.000e-03, eta: 1 day, 3:44:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.4583, loss_cls: 3.5177, loss: 3.5177, grad_norm: 7.0931 2021-08-17 00:52:19,727 - mmaction - INFO - Epoch [4][1180/3520] lr: 5.000e-03, eta: 1 day, 3:43:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4781, loss_cls: 3.4978, loss: 3.4978, grad_norm: 7.0410 2021-08-17 00:52:31,271 - mmaction - INFO - Epoch [4][1200/3520] lr: 5.000e-03, eta: 1 day, 3:43:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4729, loss_cls: 3.5080, loss: 3.5080, grad_norm: 7.2894 2021-08-17 00:52:42,889 - mmaction - INFO - Epoch [4][1220/3520] lr: 5.000e-03, eta: 1 day, 3:42:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4417, loss_cls: 3.6526, loss: 3.6526, grad_norm: 7.3259 2021-08-17 00:52:54,393 - mmaction - INFO - Epoch [4][1240/3520] lr: 5.000e-03, eta: 1 day, 3:42:38, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4521, loss_cls: 3.5721, loss: 3.5721, grad_norm: 7.1763 2021-08-17 00:53:05,927 - mmaction - INFO - Epoch [4][1260/3520] lr: 5.000e-03, eta: 1 day, 3:42:17, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4323, loss_cls: 3.5653, loss: 3.5653, grad_norm: 7.3203 2021-08-17 00:53:17,469 - mmaction - INFO - Epoch [4][1280/3520] lr: 5.000e-03, eta: 1 day, 3:41:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4615, loss_cls: 3.5018, loss: 3.5018, grad_norm: 7.2660 2021-08-17 00:53:29,081 - mmaction - INFO - Epoch [4][1300/3520] lr: 5.000e-03, eta: 1 day, 3:41:37, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1844, top5_acc: 0.4396, loss_cls: 3.5916, loss: 3.5916, grad_norm: 7.2576 2021-08-17 00:53:40,668 - mmaction - INFO - Epoch [4][1320/3520] lr: 5.000e-03, eta: 1 day, 3:41:17, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4562, loss_cls: 3.5622, loss: 3.5622, grad_norm: 7.2955 2021-08-17 00:53:52,200 - mmaction - INFO - Epoch [4][1340/3520] lr: 5.000e-03, eta: 1 day, 3:40:57, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1885, top5_acc: 0.4708, loss_cls: 3.5259, loss: 3.5259, grad_norm: 7.4105 2021-08-17 00:54:03,712 - mmaction - INFO - Epoch [4][1360/3520] lr: 5.000e-03, eta: 1 day, 3:40:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4729, loss_cls: 3.5050, loss: 3.5050, grad_norm: 7.3128 2021-08-17 00:54:15,341 - mmaction - INFO - Epoch [4][1380/3520] lr: 5.000e-03, eta: 1 day, 3:40:16, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4469, loss_cls: 3.5623, loss: 3.5623, grad_norm: 7.0427 2021-08-17 00:54:26,878 - mmaction - INFO - Epoch [4][1400/3520] lr: 5.000e-03, eta: 1 day, 3:39:56, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.2313, top5_acc: 0.4625, loss_cls: 3.5047, loss: 3.5047, grad_norm: 6.9165 2021-08-17 00:54:38,512 - mmaction - INFO - Epoch [4][1420/3520] lr: 5.000e-03, eta: 1 day, 3:39:36, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4281, loss_cls: 3.6461, loss: 3.6461, grad_norm: 7.1627 2021-08-17 00:54:49,980 - mmaction - INFO - Epoch [4][1440/3520] lr: 5.000e-03, eta: 1 day, 3:39:16, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4688, loss_cls: 3.4705, loss: 3.4705, grad_norm: 6.9920 2021-08-17 00:55:01,543 - mmaction - INFO - Epoch [4][1460/3520] lr: 5.000e-03, eta: 1 day, 3:38:56, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4833, loss_cls: 3.4882, loss: 3.4882, grad_norm: 7.2578 2021-08-17 00:55:13,075 - mmaction - INFO - Epoch [4][1480/3520] lr: 5.000e-03, eta: 1 day, 3:38:36, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4531, loss_cls: 3.5277, loss: 3.5277, grad_norm: 7.2061 2021-08-17 00:55:24,691 - mmaction - INFO - Epoch [4][1500/3520] lr: 5.000e-03, eta: 1 day, 3:38:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4906, loss_cls: 3.4829, loss: 3.4829, grad_norm: 7.2840 2021-08-17 00:55:36,276 - mmaction - INFO - Epoch [4][1520/3520] lr: 5.000e-03, eta: 1 day, 3:37:56, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4615, loss_cls: 3.5570, loss: 3.5570, grad_norm: 7.1921 2021-08-17 00:55:47,908 - mmaction - INFO - Epoch [4][1540/3520] lr: 5.000e-03, eta: 1 day, 3:37:37, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2042, top5_acc: 0.4365, loss_cls: 3.5985, loss: 3.5985, grad_norm: 7.0809 2021-08-17 00:55:59,411 - mmaction - INFO - Epoch [4][1560/3520] lr: 5.000e-03, eta: 1 day, 3:37:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4354, loss_cls: 3.5988, loss: 3.5988, grad_norm: 6.9198 2021-08-17 00:56:10,954 - mmaction - INFO - Epoch [4][1580/3520] lr: 5.000e-03, eta: 1 day, 3:36:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.4958, loss_cls: 3.4037, loss: 3.4037, grad_norm: 6.9886 2021-08-17 00:56:22,440 - mmaction - INFO - Epoch [4][1600/3520] lr: 5.000e-03, eta: 1 day, 3:36:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4635, loss_cls: 3.4997, loss: 3.4997, grad_norm: 7.0728 2021-08-17 00:56:33,990 - mmaction - INFO - Epoch [4][1620/3520] lr: 5.000e-03, eta: 1 day, 3:36:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4698, loss_cls: 3.5022, loss: 3.5022, grad_norm: 7.3917 2021-08-17 00:56:45,591 - mmaction - INFO - Epoch [4][1640/3520] lr: 5.000e-03, eta: 1 day, 3:35:56, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4604, loss_cls: 3.6224, loss: 3.6224, grad_norm: 7.3340 2021-08-17 00:56:57,242 - mmaction - INFO - Epoch [4][1660/3520] lr: 5.000e-03, eta: 1 day, 3:35:38, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4583, loss_cls: 3.5161, loss: 3.5161, grad_norm: 7.0127 2021-08-17 00:57:08,801 - mmaction - INFO - Epoch [4][1680/3520] lr: 5.000e-03, eta: 1 day, 3:35:18, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4615, loss_cls: 3.5385, loss: 3.5385, grad_norm: 7.2889 2021-08-17 00:57:20,324 - mmaction - INFO - Epoch [4][1700/3520] lr: 5.000e-03, eta: 1 day, 3:34:58, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4604, loss_cls: 3.5369, loss: 3.5369, grad_norm: 7.2243 2021-08-17 00:57:31,972 - mmaction - INFO - Epoch [4][1720/3520] lr: 5.000e-03, eta: 1 day, 3:34:39, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4625, loss_cls: 3.4884, loss: 3.4884, grad_norm: 7.0718 2021-08-17 00:57:43,506 - mmaction - INFO - Epoch [4][1740/3520] lr: 5.000e-03, eta: 1 day, 3:34:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4906, loss_cls: 3.4125, loss: 3.4125, grad_norm: 7.2440 2021-08-17 00:57:55,098 - mmaction - INFO - Epoch [4][1760/3520] lr: 5.000e-03, eta: 1 day, 3:34:00, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4813, loss_cls: 3.4841, loss: 3.4841, grad_norm: 7.3747 2021-08-17 00:58:06,721 - mmaction - INFO - Epoch [4][1780/3520] lr: 5.000e-03, eta: 1 day, 3:33:41, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4771, loss_cls: 3.4652, loss: 3.4652, grad_norm: 7.1773 2021-08-17 00:58:18,350 - mmaction - INFO - Epoch [4][1800/3520] lr: 5.000e-03, eta: 1 day, 3:33:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4698, loss_cls: 3.5395, loss: 3.5395, grad_norm: 7.5495 2021-08-17 00:58:29,924 - mmaction - INFO - Epoch [4][1820/3520] lr: 5.000e-03, eta: 1 day, 3:33:03, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4615, loss_cls: 3.5362, loss: 3.5362, grad_norm: 7.2289 2021-08-17 00:58:41,559 - mmaction - INFO - Epoch [4][1840/3520] lr: 5.000e-03, eta: 1 day, 3:32:44, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4854, loss_cls: 3.5002, loss: 3.5002, grad_norm: 7.1081 2021-08-17 00:58:53,140 - mmaction - INFO - Epoch [4][1860/3520] lr: 5.000e-03, eta: 1 day, 3:32:26, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4417, loss_cls: 3.5425, loss: 3.5425, grad_norm: 7.2497 2021-08-17 00:59:04,732 - mmaction - INFO - Epoch [4][1880/3520] lr: 5.000e-03, eta: 1 day, 3:32:06, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.4913, loss: 3.4913, grad_norm: 7.3046 2021-08-17 00:59:16,281 - mmaction - INFO - Epoch [4][1900/3520] lr: 5.000e-03, eta: 1 day, 3:31:47, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4781, loss_cls: 3.4836, loss: 3.4836, grad_norm: 7.1449 2021-08-17 00:59:27,849 - mmaction - INFO - Epoch [4][1920/3520] lr: 5.000e-03, eta: 1 day, 3:31:27, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4562, loss_cls: 3.5271, loss: 3.5271, grad_norm: 7.0610 2021-08-17 00:59:39,372 - mmaction - INFO - Epoch [4][1940/3520] lr: 5.000e-03, eta: 1 day, 3:31:08, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4323, loss_cls: 3.6376, loss: 3.6376, grad_norm: 7.3029 2021-08-17 00:59:50,931 - mmaction - INFO - Epoch [4][1960/3520] lr: 5.000e-03, eta: 1 day, 3:30:48, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4635, loss_cls: 3.5393, loss: 3.5393, grad_norm: 7.3179 2021-08-17 01:00:02,470 - mmaction - INFO - Epoch [4][1980/3520] lr: 5.000e-03, eta: 1 day, 3:30:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4760, loss_cls: 3.4936, loss: 3.4936, grad_norm: 6.9989 2021-08-17 01:00:14,026 - mmaction - INFO - Epoch [4][2000/3520] lr: 5.000e-03, eta: 1 day, 3:30:09, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4844, loss_cls: 3.4549, loss: 3.4549, grad_norm: 7.0756 2021-08-17 01:00:25,600 - mmaction - INFO - Epoch [4][2020/3520] lr: 5.000e-03, eta: 1 day, 3:29:50, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4750, loss_cls: 3.5176, loss: 3.5176, grad_norm: 7.2602 2021-08-17 01:00:37,134 - mmaction - INFO - Epoch [4][2040/3520] lr: 5.000e-03, eta: 1 day, 3:29:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4781, loss_cls: 3.4172, loss: 3.4172, grad_norm: 7.0314 2021-08-17 01:00:48,712 - mmaction - INFO - Epoch [4][2060/3520] lr: 5.000e-03, eta: 1 day, 3:29:11, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4760, loss_cls: 3.5184, loss: 3.5184, grad_norm: 7.0976 2021-08-17 01:01:00,280 - mmaction - INFO - Epoch [4][2080/3520] lr: 5.000e-03, eta: 1 day, 3:28:52, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4719, loss_cls: 3.4402, loss: 3.4402, grad_norm: 7.1275 2021-08-17 01:01:11,940 - mmaction - INFO - Epoch [4][2100/3520] lr: 5.000e-03, eta: 1 day, 3:28:34, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4615, loss_cls: 3.5102, loss: 3.5102, grad_norm: 7.3663 2021-08-17 01:01:23,430 - mmaction - INFO - Epoch [4][2120/3520] lr: 5.000e-03, eta: 1 day, 3:28:14, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4458, loss_cls: 3.5847, loss: 3.5847, grad_norm: 7.1330 2021-08-17 01:01:34,991 - mmaction - INFO - Epoch [4][2140/3520] lr: 5.000e-03, eta: 1 day, 3:27:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4781, loss_cls: 3.4829, loss: 3.4829, grad_norm: 7.1893 2021-08-17 01:01:46,580 - mmaction - INFO - Epoch [4][2160/3520] lr: 5.000e-03, eta: 1 day, 3:27:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1938, top5_acc: 0.4667, loss_cls: 3.4978, loss: 3.4978, grad_norm: 7.3203 2021-08-17 01:01:58,210 - mmaction - INFO - Epoch [4][2180/3520] lr: 5.000e-03, eta: 1 day, 3:27:17, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4510, loss_cls: 3.5937, loss: 3.5937, grad_norm: 7.2121 2021-08-17 01:02:09,833 - mmaction - INFO - Epoch [4][2200/3520] lr: 5.000e-03, eta: 1 day, 3:26:59, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.1885, top5_acc: 0.4469, loss_cls: 3.5805, loss: 3.5805, grad_norm: 7.1456 2021-08-17 01:02:21,432 - mmaction - INFO - Epoch [4][2220/3520] lr: 5.000e-03, eta: 1 day, 3:26:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4500, loss_cls: 3.5608, loss: 3.5608, grad_norm: 7.4085 2021-08-17 01:02:32,932 - mmaction - INFO - Epoch [4][2240/3520] lr: 5.000e-03, eta: 1 day, 3:26:21, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4573, loss_cls: 3.5477, loss: 3.5477, grad_norm: 7.4516 2021-08-17 01:02:44,518 - mmaction - INFO - Epoch [4][2260/3520] lr: 5.000e-03, eta: 1 day, 3:26:02, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4885, loss_cls: 3.4589, loss: 3.4589, grad_norm: 7.3191 2021-08-17 01:02:56,151 - mmaction - INFO - Epoch [4][2280/3520] lr: 5.000e-03, eta: 1 day, 3:25:44, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4792, loss_cls: 3.4528, loss: 3.4528, grad_norm: 7.2150 2021-08-17 01:03:07,738 - mmaction - INFO - Epoch [4][2300/3520] lr: 5.000e-03, eta: 1 day, 3:25:25, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4854, loss_cls: 3.4793, loss: 3.4793, grad_norm: 7.3020 2021-08-17 01:03:19,372 - mmaction - INFO - Epoch [4][2320/3520] lr: 5.000e-03, eta: 1 day, 3:25:07, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4813, loss_cls: 3.4074, loss: 3.4074, grad_norm: 7.1710 2021-08-17 01:03:30,962 - mmaction - INFO - Epoch [4][2340/3520] lr: 5.000e-03, eta: 1 day, 3:24:49, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4771, loss_cls: 3.4376, loss: 3.4376, grad_norm: 7.1242 2021-08-17 01:03:42,579 - mmaction - INFO - Epoch [4][2360/3520] lr: 5.000e-03, eta: 1 day, 3:24:30, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2042, top5_acc: 0.4594, loss_cls: 3.5363, loss: 3.5363, grad_norm: 7.0163 2021-08-17 01:03:54,206 - mmaction - INFO - Epoch [4][2380/3520] lr: 5.000e-03, eta: 1 day, 3:24:12, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4729, loss_cls: 3.5083, loss: 3.5083, grad_norm: 7.2510 2021-08-17 01:04:05,777 - mmaction - INFO - Epoch [4][2400/3520] lr: 5.000e-03, eta: 1 day, 3:23:54, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4729, loss_cls: 3.4353, loss: 3.4353, grad_norm: 7.1690 2021-08-17 01:04:17,410 - mmaction - INFO - Epoch [4][2420/3520] lr: 5.000e-03, eta: 1 day, 3:23:35, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4656, loss_cls: 3.4721, loss: 3.4721, grad_norm: 7.3849 2021-08-17 01:04:28,964 - mmaction - INFO - Epoch [4][2440/3520] lr: 5.000e-03, eta: 1 day, 3:23:17, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4521, loss_cls: 3.5205, loss: 3.5205, grad_norm: 7.1256 2021-08-17 01:04:40,710 - mmaction - INFO - Epoch [4][2460/3520] lr: 5.000e-03, eta: 1 day, 3:23:00, time: 0.587, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4844, loss_cls: 3.4401, loss: 3.4401, grad_norm: 7.1349 2021-08-17 01:04:52,248 - mmaction - INFO - Epoch [4][2480/3520] lr: 5.000e-03, eta: 1 day, 3:22:41, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4573, loss_cls: 3.5606, loss: 3.5606, grad_norm: 7.3639 2021-08-17 01:05:03,940 - mmaction - INFO - Epoch [4][2500/3520] lr: 5.000e-03, eta: 1 day, 3:22:24, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4865, loss_cls: 3.4768, loss: 3.4768, grad_norm: 7.1956 2021-08-17 01:05:15,562 - mmaction - INFO - Epoch [4][2520/3520] lr: 5.000e-03, eta: 1 day, 3:22:06, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4594, loss_cls: 3.5353, loss: 3.5353, grad_norm: 7.1818 2021-08-17 01:05:27,133 - mmaction - INFO - Epoch [4][2540/3520] lr: 5.000e-03, eta: 1 day, 3:21:47, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1927, top5_acc: 0.4615, loss_cls: 3.5195, loss: 3.5195, grad_norm: 7.3603 2021-08-17 01:05:38,655 - mmaction - INFO - Epoch [4][2560/3520] lr: 5.000e-03, eta: 1 day, 3:21:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4698, loss_cls: 3.4425, loss: 3.4425, grad_norm: 6.9290 2021-08-17 01:05:50,277 - mmaction - INFO - Epoch [4][2580/3520] lr: 5.000e-03, eta: 1 day, 3:21:10, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4927, loss_cls: 3.4922, loss: 3.4922, grad_norm: 7.2028 2021-08-17 01:06:01,784 - mmaction - INFO - Epoch [4][2600/3520] lr: 5.000e-03, eta: 1 day, 3:20:51, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.1917, top5_acc: 0.4729, loss_cls: 3.4985, loss: 3.4985, grad_norm: 7.4240 2021-08-17 01:06:13,419 - mmaction - INFO - Epoch [4][2620/3520] lr: 5.000e-03, eta: 1 day, 3:20:33, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1958, top5_acc: 0.4792, loss_cls: 3.4606, loss: 3.4606, grad_norm: 7.2665 2021-08-17 01:06:25,000 - mmaction - INFO - Epoch [4][2640/3520] lr: 5.000e-03, eta: 1 day, 3:20:15, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2375, top5_acc: 0.4792, loss_cls: 3.4415, loss: 3.4415, grad_norm: 7.4146 2021-08-17 01:06:36,630 - mmaction - INFO - Epoch [4][2660/3520] lr: 5.000e-03, eta: 1 day, 3:19:56, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4854, loss_cls: 3.4874, loss: 3.4874, grad_norm: 7.1719 2021-08-17 01:06:48,162 - mmaction - INFO - Epoch [4][2680/3520] lr: 5.000e-03, eta: 1 day, 3:19:38, time: 0.580, data_time: 0.005, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4823, loss_cls: 3.4722, loss: 3.4722, grad_norm: 7.4178 2021-08-17 01:06:59,848 - mmaction - INFO - Epoch [4][2700/3520] lr: 5.000e-03, eta: 1 day, 3:19:21, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.5083, loss_cls: 3.3943, loss: 3.3943, grad_norm: 7.2478 2021-08-17 01:07:11,376 - mmaction - INFO - Epoch [4][2720/3520] lr: 5.000e-03, eta: 1 day, 3:19:02, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4583, loss_cls: 3.5569, loss: 3.5569, grad_norm: 7.2840 2021-08-17 01:07:22,903 - mmaction - INFO - Epoch [4][2740/3520] lr: 5.000e-03, eta: 1 day, 3:18:43, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.1958, top5_acc: 0.4417, loss_cls: 3.5847, loss: 3.5847, grad_norm: 7.3062 2021-08-17 01:07:34,461 - mmaction - INFO - Epoch [4][2760/3520] lr: 5.000e-03, eta: 1 day, 3:18:25, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4906, loss_cls: 3.3949, loss: 3.3949, grad_norm: 7.1509 2021-08-17 01:07:46,055 - mmaction - INFO - Epoch [4][2780/3520] lr: 5.000e-03, eta: 1 day, 3:18:06, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.5083, loss_cls: 3.4500, loss: 3.4500, grad_norm: 7.1061 2021-08-17 01:07:57,660 - mmaction - INFO - Epoch [4][2800/3520] lr: 5.000e-03, eta: 1 day, 3:17:48, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.1979, top5_acc: 0.4688, loss_cls: 3.4921, loss: 3.4921, grad_norm: 7.1233 2021-08-17 01:08:09,282 - mmaction - INFO - Epoch [4][2820/3520] lr: 5.000e-03, eta: 1 day, 3:17:31, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.1906, top5_acc: 0.4510, loss_cls: 3.5639, loss: 3.5639, grad_norm: 7.3465 2021-08-17 01:08:20,851 - mmaction - INFO - Epoch [4][2840/3520] lr: 5.000e-03, eta: 1 day, 3:17:12, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.5000, loss_cls: 3.4056, loss: 3.4056, grad_norm: 7.2361 2021-08-17 01:08:32,489 - mmaction - INFO - Epoch [4][2860/3520] lr: 5.000e-03, eta: 1 day, 3:16:55, time: 0.585, data_time: 0.004, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4604, loss_cls: 3.4959, loss: 3.4959, grad_norm: 7.1209 2021-08-17 01:08:44,067 - mmaction - INFO - Epoch [4][2880/3520] lr: 5.000e-03, eta: 1 day, 3:16:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4677, loss_cls: 3.5095, loss: 3.5095, grad_norm: 6.9901 2021-08-17 01:08:55,687 - mmaction - INFO - Epoch [4][2900/3520] lr: 5.000e-03, eta: 1 day, 3:16:19, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4521, loss_cls: 3.4922, loss: 3.4922, grad_norm: 7.1443 2021-08-17 01:09:07,305 - mmaction - INFO - Epoch [4][2920/3520] lr: 5.000e-03, eta: 1 day, 3:16:01, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4615, loss_cls: 3.5425, loss: 3.5425, grad_norm: 7.3236 2021-08-17 01:09:18,932 - mmaction - INFO - Epoch [4][2940/3520] lr: 5.000e-03, eta: 1 day, 3:15:44, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.5021, loss_cls: 3.5210, loss: 3.5210, grad_norm: 7.0563 2021-08-17 01:09:30,518 - mmaction - INFO - Epoch [4][2960/3520] lr: 5.000e-03, eta: 1 day, 3:15:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4750, loss_cls: 3.4836, loss: 3.4836, grad_norm: 7.1853 2021-08-17 01:09:42,135 - mmaction - INFO - Epoch [4][2980/3520] lr: 5.000e-03, eta: 1 day, 3:15:09, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2250, top5_acc: 0.4865, loss_cls: 3.4627, loss: 3.4627, grad_norm: 7.2429 2021-08-17 01:09:53,803 - mmaction - INFO - Epoch [4][3000/3520] lr: 5.000e-03, eta: 1 day, 3:14:51, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4552, loss_cls: 3.4717, loss: 3.4717, grad_norm: 6.9260 2021-08-17 01:10:05,389 - mmaction - INFO - Epoch [4][3020/3520] lr: 5.000e-03, eta: 1 day, 3:14:33, time: 0.582, data_time: 0.004, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4542, loss_cls: 3.5366, loss: 3.5366, grad_norm: 7.4159 2021-08-17 01:10:17,013 - mmaction - INFO - Epoch [4][3040/3520] lr: 5.000e-03, eta: 1 day, 3:14:16, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4708, loss_cls: 3.4710, loss: 3.4710, grad_norm: 7.1048 2021-08-17 01:10:28,539 - mmaction - INFO - Epoch [4][3060/3520] lr: 5.000e-03, eta: 1 day, 3:13:57, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4677, loss_cls: 3.5215, loss: 3.5215, grad_norm: 7.5857 2021-08-17 01:10:40,126 - mmaction - INFO - Epoch [4][3080/3520] lr: 5.000e-03, eta: 1 day, 3:13:39, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5010, loss_cls: 3.3947, loss: 3.3947, grad_norm: 7.3795 2021-08-17 01:10:51,723 - mmaction - INFO - Epoch [4][3100/3520] lr: 5.000e-03, eta: 1 day, 3:13:22, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.1823, top5_acc: 0.4573, loss_cls: 3.5221, loss: 3.5221, grad_norm: 7.3697 2021-08-17 01:11:03,379 - mmaction - INFO - Epoch [4][3120/3520] lr: 5.000e-03, eta: 1 day, 3:13:04, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4917, loss_cls: 3.4091, loss: 3.4091, grad_norm: 7.1702 2021-08-17 01:11:14,948 - mmaction - INFO - Epoch [4][3140/3520] lr: 5.000e-03, eta: 1 day, 3:12:47, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4510, loss_cls: 3.4828, loss: 3.4828, grad_norm: 7.2947 2021-08-17 01:11:26,603 - mmaction - INFO - Epoch [4][3160/3520] lr: 5.000e-03, eta: 1 day, 3:12:29, time: 0.582, data_time: 0.004, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4792, loss_cls: 3.4708, loss: 3.4708, grad_norm: 7.0784 2021-08-17 01:11:38,175 - mmaction - INFO - Epoch [4][3180/3520] lr: 5.000e-03, eta: 1 day, 3:12:12, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4406, loss_cls: 3.5807, loss: 3.5807, grad_norm: 7.2249 2021-08-17 01:11:49,709 - mmaction - INFO - Epoch [4][3200/3520] lr: 5.000e-03, eta: 1 day, 3:11:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4792, loss_cls: 3.4926, loss: 3.4926, grad_norm: 7.3603 2021-08-17 01:12:01,227 - mmaction - INFO - Epoch [4][3220/3520] lr: 5.000e-03, eta: 1 day, 3:11:35, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4792, loss_cls: 3.4799, loss: 3.4799, grad_norm: 7.2442 2021-08-17 01:12:12,795 - mmaction - INFO - Epoch [4][3240/3520] lr: 5.000e-03, eta: 1 day, 3:11:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4583, loss_cls: 3.5284, loss: 3.5284, grad_norm: 7.2285 2021-08-17 01:12:24,339 - mmaction - INFO - Epoch [4][3260/3520] lr: 5.000e-03, eta: 1 day, 3:10:58, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4948, loss_cls: 3.4424, loss: 3.4424, grad_norm: 7.1006 2021-08-17 01:12:35,909 - mmaction - INFO - Epoch [4][3280/3520] lr: 5.000e-03, eta: 1 day, 3:10:40, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4656, loss_cls: 3.5468, loss: 3.5468, grad_norm: 7.1539 2021-08-17 01:12:47,522 - mmaction - INFO - Epoch [4][3300/3520] lr: 5.000e-03, eta: 1 day, 3:10:23, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4875, loss_cls: 3.5018, loss: 3.5018, grad_norm: 7.2370 2021-08-17 01:12:59,105 - mmaction - INFO - Epoch [4][3320/3520] lr: 5.000e-03, eta: 1 day, 3:10:05, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4677, loss_cls: 3.4578, loss: 3.4578, grad_norm: 7.1770 2021-08-17 01:13:10,689 - mmaction - INFO - Epoch [4][3340/3520] lr: 5.000e-03, eta: 1 day, 3:09:48, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4802, loss_cls: 3.5065, loss: 3.5065, grad_norm: 7.1799 2021-08-17 01:13:22,195 - mmaction - INFO - Epoch [4][3360/3520] lr: 5.000e-03, eta: 1 day, 3:09:29, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4646, loss_cls: 3.4788, loss: 3.4788, grad_norm: 7.1753 2021-08-17 01:13:33,852 - mmaction - INFO - Epoch [4][3380/3520] lr: 5.000e-03, eta: 1 day, 3:09:13, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4573, loss_cls: 3.5810, loss: 3.5810, grad_norm: 7.2981 2021-08-17 01:13:45,402 - mmaction - INFO - Epoch [4][3400/3520] lr: 5.000e-03, eta: 1 day, 3:08:54, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4740, loss_cls: 3.5085, loss: 3.5085, grad_norm: 7.4843 2021-08-17 01:13:56,960 - mmaction - INFO - Epoch [4][3420/3520] lr: 5.000e-03, eta: 1 day, 3:08:36, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4667, loss_cls: 3.5349, loss: 3.5349, grad_norm: 7.4380 2021-08-17 01:14:08,562 - mmaction - INFO - Epoch [4][3440/3520] lr: 5.000e-03, eta: 1 day, 3:08:19, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4594, loss_cls: 3.5156, loss: 3.5156, grad_norm: 7.1390 2021-08-17 01:14:20,147 - mmaction - INFO - Epoch [4][3460/3520] lr: 5.000e-03, eta: 1 day, 3:08:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4469, loss_cls: 3.5876, loss: 3.5876, grad_norm: 7.1830 2021-08-17 01:14:31,777 - mmaction - INFO - Epoch [4][3480/3520] lr: 5.000e-03, eta: 1 day, 3:07:44, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4667, loss_cls: 3.5375, loss: 3.5375, grad_norm: 7.1837 2021-08-17 01:14:43,295 - mmaction - INFO - Epoch [4][3500/3520] lr: 5.000e-03, eta: 1 day, 3:07:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.1906, top5_acc: 0.4198, loss_cls: 3.6133, loss: 3.6133, grad_norm: 7.2556 2021-08-17 01:14:54,350 - mmaction - INFO - Epoch [4][3520/3520] lr: 5.000e-03, eta: 1 day, 3:07:02, time: 0.552, data_time: 0.003, memory: 8335, top1_acc: 0.1837, top5_acc: 0.4380, loss_cls: 3.6488, loss: 3.6488, grad_norm: 7.2029 2021-08-17 01:14:56,004 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-08-17 01:16:14,891 - mmaction - INFO - Epoch [5][20/3520] lr: 5.000e-03, eta: 1 day, 3:19:24, time: 3.885, data_time: 3.292, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4938, loss_cls: 3.4207, loss: 3.4207, grad_norm: 7.1147 2021-08-17 01:16:26,440 - mmaction - INFO - Epoch [5][40/3520] lr: 5.000e-03, eta: 1 day, 3:19:05, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4708, loss_cls: 3.4579, loss: 3.4579, grad_norm: 7.3810 2021-08-17 01:16:37,854 - mmaction - INFO - Epoch [5][60/3520] lr: 5.000e-03, eta: 1 day, 3:18:44, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4844, loss_cls: 3.4596, loss: 3.4596, grad_norm: 7.1426 2021-08-17 01:16:49,291 - mmaction - INFO - Epoch [5][80/3520] lr: 5.000e-03, eta: 1 day, 3:18:24, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.4781, loss_cls: 3.3842, loss: 3.3842, grad_norm: 7.0852 2021-08-17 01:17:00,748 - mmaction - INFO - Epoch [5][100/3520] lr: 5.000e-03, eta: 1 day, 3:18:04, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4844, loss_cls: 3.4391, loss: 3.4391, grad_norm: 7.1978 2021-08-17 01:17:12,260 - mmaction - INFO - Epoch [5][120/3520] lr: 5.000e-03, eta: 1 day, 3:17:44, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4823, loss_cls: 3.4045, loss: 3.4045, grad_norm: 7.3175 2021-08-17 01:17:23,712 - mmaction - INFO - Epoch [5][140/3520] lr: 5.000e-03, eta: 1 day, 3:17:25, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.5052, loss_cls: 3.3771, loss: 3.3771, grad_norm: 7.0444 2021-08-17 01:17:35,217 - mmaction - INFO - Epoch [5][160/3520] lr: 5.000e-03, eta: 1 day, 3:17:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4833, loss_cls: 3.4198, loss: 3.4198, grad_norm: 7.1533 2021-08-17 01:17:46,686 - mmaction - INFO - Epoch [5][180/3520] lr: 5.000e-03, eta: 1 day, 3:16:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4604, loss_cls: 3.4785, loss: 3.4785, grad_norm: 7.2153 2021-08-17 01:17:58,209 - mmaction - INFO - Epoch [5][200/3520] lr: 5.000e-03, eta: 1 day, 3:16:26, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.4865, loss_cls: 3.3923, loss: 3.3923, grad_norm: 7.3190 2021-08-17 01:18:09,696 - mmaction - INFO - Epoch [5][220/3520] lr: 5.000e-03, eta: 1 day, 3:16:07, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2156, top5_acc: 0.5052, loss_cls: 3.4619, loss: 3.4619, grad_norm: 7.1918 2021-08-17 01:18:21,192 - mmaction - INFO - Epoch [5][240/3520] lr: 5.000e-03, eta: 1 day, 3:15:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2021, top5_acc: 0.4688, loss_cls: 3.4772, loss: 3.4772, grad_norm: 7.2829 2021-08-17 01:18:32,653 - mmaction - INFO - Epoch [5][260/3520] lr: 5.000e-03, eta: 1 day, 3:15:27, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2167, top5_acc: 0.5083, loss_cls: 3.3603, loss: 3.3603, grad_norm: 7.2902 2021-08-17 01:18:44,183 - mmaction - INFO - Epoch [5][280/3520] lr: 5.000e-03, eta: 1 day, 3:15:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4969, loss_cls: 3.3770, loss: 3.3770, grad_norm: 7.2116 2021-08-17 01:18:55,757 - mmaction - INFO - Epoch [5][300/3520] lr: 5.000e-03, eta: 1 day, 3:14:50, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4625, loss_cls: 3.5080, loss: 3.5080, grad_norm: 7.3905 2021-08-17 01:19:07,258 - mmaction - INFO - Epoch [5][320/3520] lr: 5.000e-03, eta: 1 day, 3:14:30, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4750, loss_cls: 3.4734, loss: 3.4734, grad_norm: 7.4155 2021-08-17 01:19:18,728 - mmaction - INFO - Epoch [5][340/3520] lr: 5.000e-03, eta: 1 day, 3:14:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.4958, loss_cls: 3.3988, loss: 3.3988, grad_norm: 7.1962 2021-08-17 01:19:30,338 - mmaction - INFO - Epoch [5][360/3520] lr: 5.000e-03, eta: 1 day, 3:13:53, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5229, loss_cls: 3.3159, loss: 3.3159, grad_norm: 7.3138 2021-08-17 01:19:41,897 - mmaction - INFO - Epoch [5][380/3520] lr: 5.000e-03, eta: 1 day, 3:13:34, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4458, loss_cls: 3.5063, loss: 3.5063, grad_norm: 7.4834 2021-08-17 01:19:53,458 - mmaction - INFO - Epoch [5][400/3520] lr: 5.000e-03, eta: 1 day, 3:13:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.5000, loss_cls: 3.3929, loss: 3.3929, grad_norm: 7.4606 2021-08-17 01:20:04,951 - mmaction - INFO - Epoch [5][420/3520] lr: 5.000e-03, eta: 1 day, 3:12:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4875, loss_cls: 3.4052, loss: 3.4052, grad_norm: 7.2504 2021-08-17 01:20:16,531 - mmaction - INFO - Epoch [5][440/3520] lr: 5.000e-03, eta: 1 day, 3:12:38, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4771, loss_cls: 3.4540, loss: 3.4540, grad_norm: 7.2243 2021-08-17 01:20:28,088 - mmaction - INFO - Epoch [5][460/3520] lr: 5.000e-03, eta: 1 day, 3:12:20, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4698, loss_cls: 3.4601, loss: 3.4601, grad_norm: 7.3229 2021-08-17 01:20:39,669 - mmaction - INFO - Epoch [5][480/3520] lr: 5.000e-03, eta: 1 day, 3:12:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.4875, loss_cls: 3.3676, loss: 3.3676, grad_norm: 7.0843 2021-08-17 01:20:51,232 - mmaction - INFO - Epoch [5][500/3520] lr: 5.000e-03, eta: 1 day, 3:11:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4917, loss_cls: 3.4115, loss: 3.4115, grad_norm: 7.1637 2021-08-17 01:21:02,864 - mmaction - INFO - Epoch [5][520/3520] lr: 5.000e-03, eta: 1 day, 3:11:25, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4958, loss_cls: 3.4365, loss: 3.4365, grad_norm: 7.3885 2021-08-17 01:21:14,350 - mmaction - INFO - Epoch [5][540/3520] lr: 5.000e-03, eta: 1 day, 3:11:06, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5104, loss_cls: 3.3406, loss: 3.3406, grad_norm: 7.1977 2021-08-17 01:21:25,892 - mmaction - INFO - Epoch [5][560/3520] lr: 5.000e-03, eta: 1 day, 3:10:47, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4708, loss_cls: 3.4851, loss: 3.4851, grad_norm: 7.3024 2021-08-17 01:21:37,434 - mmaction - INFO - Epoch [5][580/3520] lr: 5.000e-03, eta: 1 day, 3:10:29, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4667, loss_cls: 3.4852, loss: 3.4852, grad_norm: 7.2667 2021-08-17 01:21:48,970 - mmaction - INFO - Epoch [5][600/3520] lr: 5.000e-03, eta: 1 day, 3:10:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4708, loss_cls: 3.5121, loss: 3.5121, grad_norm: 7.3213 2021-08-17 01:22:00,549 - mmaction - INFO - Epoch [5][620/3520] lr: 5.000e-03, eta: 1 day, 3:09:52, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2115, top5_acc: 0.4750, loss_cls: 3.4170, loss: 3.4170, grad_norm: 7.1661 2021-08-17 01:22:12,070 - mmaction - INFO - Epoch [5][640/3520] lr: 5.000e-03, eta: 1 day, 3:09:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5104, loss_cls: 3.3492, loss: 3.3492, grad_norm: 7.2585 2021-08-17 01:22:23,625 - mmaction - INFO - Epoch [5][660/3520] lr: 5.000e-03, eta: 1 day, 3:09:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5062, loss_cls: 3.2932, loss: 3.2932, grad_norm: 7.0003 2021-08-17 01:22:35,191 - mmaction - INFO - Epoch [5][680/3520] lr: 5.000e-03, eta: 1 day, 3:08:57, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4896, loss_cls: 3.4195, loss: 3.4195, grad_norm: 7.2691 2021-08-17 01:22:46,683 - mmaction - INFO - Epoch [5][700/3520] lr: 5.000e-03, eta: 1 day, 3:08:38, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4875, loss_cls: 3.4212, loss: 3.4212, grad_norm: 7.3508 2021-08-17 01:22:58,202 - mmaction - INFO - Epoch [5][720/3520] lr: 5.000e-03, eta: 1 day, 3:08:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4677, loss_cls: 3.4844, loss: 3.4844, grad_norm: 7.4935 2021-08-17 01:23:09,724 - mmaction - INFO - Epoch [5][740/3520] lr: 5.000e-03, eta: 1 day, 3:08:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4802, loss_cls: 3.4737, loss: 3.4737, grad_norm: 7.1722 2021-08-17 01:23:21,356 - mmaction - INFO - Epoch [5][760/3520] lr: 5.000e-03, eta: 1 day, 3:07:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5271, loss_cls: 3.3418, loss: 3.3418, grad_norm: 7.2855 2021-08-17 01:23:32,877 - mmaction - INFO - Epoch [5][780/3520] lr: 5.000e-03, eta: 1 day, 3:07:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4646, loss_cls: 3.5200, loss: 3.5200, grad_norm: 7.4189 2021-08-17 01:23:44,535 - mmaction - INFO - Epoch [5][800/3520] lr: 5.000e-03, eta: 1 day, 3:07:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5052, loss_cls: 3.4018, loss: 3.4018, grad_norm: 7.1656 2021-08-17 01:23:55,973 - mmaction - INFO - Epoch [5][820/3520] lr: 5.000e-03, eta: 1 day, 3:06:48, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4948, loss_cls: 3.4130, loss: 3.4130, grad_norm: 7.5486 2021-08-17 01:24:07,573 - mmaction - INFO - Epoch [5][840/3520] lr: 5.000e-03, eta: 1 day, 3:06:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.4564, loss: 3.4564, grad_norm: 7.2373 2021-08-17 01:24:19,156 - mmaction - INFO - Epoch [5][860/3520] lr: 5.000e-03, eta: 1 day, 3:06:12, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5062, loss_cls: 3.3503, loss: 3.3503, grad_norm: 7.2542 2021-08-17 01:24:30,814 - mmaction - INFO - Epoch [5][880/3520] lr: 5.000e-03, eta: 1 day, 3:05:55, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4750, loss_cls: 3.4851, loss: 3.4851, grad_norm: 7.6238 2021-08-17 01:24:42,321 - mmaction - INFO - Epoch [5][900/3520] lr: 5.000e-03, eta: 1 day, 3:05:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4719, loss_cls: 3.4704, loss: 3.4704, grad_norm: 7.2770 2021-08-17 01:24:53,972 - mmaction - INFO - Epoch [5][920/3520] lr: 5.000e-03, eta: 1 day, 3:05:19, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4708, loss_cls: 3.4509, loss: 3.4509, grad_norm: 7.3777 2021-08-17 01:25:05,372 - mmaction - INFO - Epoch [5][940/3520] lr: 5.000e-03, eta: 1 day, 3:05:00, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4708, loss_cls: 3.4187, loss: 3.4187, grad_norm: 7.2835 2021-08-17 01:25:16,941 - mmaction - INFO - Epoch [5][960/3520] lr: 5.000e-03, eta: 1 day, 3:04:42, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4823, loss_cls: 3.4267, loss: 3.4267, grad_norm: 7.2986 2021-08-17 01:25:28,490 - mmaction - INFO - Epoch [5][980/3520] lr: 5.000e-03, eta: 1 day, 3:04:24, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5083, loss_cls: 3.3807, loss: 3.3807, grad_norm: 7.3815 2021-08-17 01:25:40,007 - mmaction - INFO - Epoch [5][1000/3520] lr: 5.000e-03, eta: 1 day, 3:04:05, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5073, loss_cls: 3.3664, loss: 3.3664, grad_norm: 7.5265 2021-08-17 01:25:51,490 - mmaction - INFO - Epoch [5][1020/3520] lr: 5.000e-03, eta: 1 day, 3:03:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4667, loss_cls: 3.4633, loss: 3.4633, grad_norm: 7.6293 2021-08-17 01:26:03,041 - mmaction - INFO - Epoch [5][1040/3520] lr: 5.000e-03, eta: 1 day, 3:03:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4781, loss_cls: 3.4762, loss: 3.4762, grad_norm: 7.5866 2021-08-17 01:26:14,632 - mmaction - INFO - Epoch [5][1060/3520] lr: 5.000e-03, eta: 1 day, 3:03:11, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4917, loss_cls: 3.4378, loss: 3.4378, grad_norm: 7.3210 2021-08-17 01:26:26,152 - mmaction - INFO - Epoch [5][1080/3520] lr: 5.000e-03, eta: 1 day, 3:02:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4531, loss_cls: 3.4568, loss: 3.4568, grad_norm: 7.3546 2021-08-17 01:26:37,720 - mmaction - INFO - Epoch [5][1100/3520] lr: 5.000e-03, eta: 1 day, 3:02:34, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2135, top5_acc: 0.5000, loss_cls: 3.3717, loss: 3.3717, grad_norm: 7.4117 2021-08-17 01:26:49,270 - mmaction - INFO - Epoch [5][1120/3520] lr: 5.000e-03, eta: 1 day, 3:02:16, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.4896, loss_cls: 3.4050, loss: 3.4050, grad_norm: 7.3584 2021-08-17 01:27:00,771 - mmaction - INFO - Epoch [5][1140/3520] lr: 5.000e-03, eta: 1 day, 3:01:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4729, loss_cls: 3.4525, loss: 3.4525, grad_norm: 7.4689 2021-08-17 01:27:12,401 - mmaction - INFO - Epoch [5][1160/3520] lr: 5.000e-03, eta: 1 day, 3:01:41, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4823, loss_cls: 3.4162, loss: 3.4162, grad_norm: 7.2142 2021-08-17 01:27:23,946 - mmaction - INFO - Epoch [5][1180/3520] lr: 5.000e-03, eta: 1 day, 3:01:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4854, loss_cls: 3.4318, loss: 3.4318, grad_norm: 7.0589 2021-08-17 01:27:35,553 - mmaction - INFO - Epoch [5][1200/3520] lr: 5.000e-03, eta: 1 day, 3:01:05, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4615, loss_cls: 3.4629, loss: 3.4629, grad_norm: 7.2628 2021-08-17 01:27:47,044 - mmaction - INFO - Epoch [5][1220/3520] lr: 5.000e-03, eta: 1 day, 3:00:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5021, loss_cls: 3.3573, loss: 3.3573, grad_norm: 7.2255 2021-08-17 01:27:58,643 - mmaction - INFO - Epoch [5][1240/3520] lr: 5.000e-03, eta: 1 day, 3:00:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4781, loss_cls: 3.4197, loss: 3.4197, grad_norm: 7.1635 2021-08-17 01:28:10,213 - mmaction - INFO - Epoch [5][1260/3520] lr: 5.000e-03, eta: 1 day, 3:00:12, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4917, loss_cls: 3.3913, loss: 3.3913, grad_norm: 7.2414 2021-08-17 01:28:21,792 - mmaction - INFO - Epoch [5][1280/3520] lr: 5.000e-03, eta: 1 day, 2:59:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4875, loss_cls: 3.4408, loss: 3.4408, grad_norm: 7.3521 2021-08-17 01:28:33,298 - mmaction - INFO - Epoch [5][1300/3520] lr: 5.000e-03, eta: 1 day, 2:59:36, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.2135, top5_acc: 0.5062, loss_cls: 3.4198, loss: 3.4198, grad_norm: 7.3869 2021-08-17 01:28:44,930 - mmaction - INFO - Epoch [5][1320/3520] lr: 5.000e-03, eta: 1 day, 2:59:19, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.4802, loss_cls: 3.4293, loss: 3.4293, grad_norm: 7.4996 2021-08-17 01:28:56,437 - mmaction - INFO - Epoch [5][1340/3520] lr: 5.000e-03, eta: 1 day, 2:59:01, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4792, loss_cls: 3.4297, loss: 3.4297, grad_norm: 7.5334 2021-08-17 01:29:08,028 - mmaction - INFO - Epoch [5][1360/3520] lr: 5.000e-03, eta: 1 day, 2:58:43, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4625, loss_cls: 3.4853, loss: 3.4853, grad_norm: 7.5558 2021-08-17 01:29:19,548 - mmaction - INFO - Epoch [5][1380/3520] lr: 5.000e-03, eta: 1 day, 2:58:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.4594, loss_cls: 3.4988, loss: 3.4988, grad_norm: 7.3091 2021-08-17 01:29:31,201 - mmaction - INFO - Epoch [5][1400/3520] lr: 5.000e-03, eta: 1 day, 2:58:08, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2000, top5_acc: 0.4583, loss_cls: 3.5380, loss: 3.5380, grad_norm: 7.4563 2021-08-17 01:29:42,800 - mmaction - INFO - Epoch [5][1420/3520] lr: 5.000e-03, eta: 1 day, 2:57:51, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4885, loss_cls: 3.4183, loss: 3.4183, grad_norm: 7.6231 2021-08-17 01:29:54,380 - mmaction - INFO - Epoch [5][1440/3520] lr: 5.000e-03, eta: 1 day, 2:57:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4802, loss_cls: 3.4266, loss: 3.4266, grad_norm: 7.4506 2021-08-17 01:30:05,906 - mmaction - INFO - Epoch [5][1460/3520] lr: 5.000e-03, eta: 1 day, 2:57:16, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4854, loss_cls: 3.4229, loss: 3.4229, grad_norm: 7.2507 2021-08-17 01:30:17,534 - mmaction - INFO - Epoch [5][1480/3520] lr: 5.000e-03, eta: 1 day, 2:56:58, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4573, loss_cls: 3.5390, loss: 3.5390, grad_norm: 7.4842 2021-08-17 01:30:29,015 - mmaction - INFO - Epoch [5][1500/3520] lr: 5.000e-03, eta: 1 day, 2:56:41, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4885, loss_cls: 3.3913, loss: 3.3913, grad_norm: 7.2882 2021-08-17 01:30:40,588 - mmaction - INFO - Epoch [5][1520/3520] lr: 5.000e-03, eta: 1 day, 2:56:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4844, loss_cls: 3.4515, loss: 3.4515, grad_norm: 7.2753 2021-08-17 01:30:52,069 - mmaction - INFO - Epoch [5][1540/3520] lr: 5.000e-03, eta: 1 day, 2:56:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.4885, loss_cls: 3.3715, loss: 3.3715, grad_norm: 7.5174 2021-08-17 01:31:03,710 - mmaction - INFO - Epoch [5][1560/3520] lr: 5.000e-03, eta: 1 day, 2:55:48, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4979, loss_cls: 3.4287, loss: 3.4287, grad_norm: 7.2142 2021-08-17 01:31:15,243 - mmaction - INFO - Epoch [5][1580/3520] lr: 5.000e-03, eta: 1 day, 2:55:30, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4604, loss_cls: 3.5128, loss: 3.5128, grad_norm: 7.3475 2021-08-17 01:31:26,755 - mmaction - INFO - Epoch [5][1600/3520] lr: 5.000e-03, eta: 1 day, 2:55:12, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4698, loss_cls: 3.5404, loss: 3.5404, grad_norm: 7.3481 2021-08-17 01:31:38,251 - mmaction - INFO - Epoch [5][1620/3520] lr: 5.000e-03, eta: 1 day, 2:54:54, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.5021, loss_cls: 3.3621, loss: 3.3621, grad_norm: 7.2174 2021-08-17 01:31:49,879 - mmaction - INFO - Epoch [5][1640/3520] lr: 5.000e-03, eta: 1 day, 2:54:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2010, top5_acc: 0.5000, loss_cls: 3.4145, loss: 3.4145, grad_norm: 7.6543 2021-08-17 01:32:01,383 - mmaction - INFO - Epoch [5][1660/3520] lr: 5.000e-03, eta: 1 day, 2:54:19, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4844, loss_cls: 3.4317, loss: 3.4317, grad_norm: 7.0674 2021-08-17 01:32:12,931 - mmaction - INFO - Epoch [5][1680/3520] lr: 5.000e-03, eta: 1 day, 2:54:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4990, loss_cls: 3.3974, loss: 3.3974, grad_norm: 7.2268 2021-08-17 01:32:24,473 - mmaction - INFO - Epoch [5][1700/3520] lr: 5.000e-03, eta: 1 day, 2:53:44, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4990, loss_cls: 3.3849, loss: 3.3849, grad_norm: 7.3243 2021-08-17 01:32:36,006 - mmaction - INFO - Epoch [5][1720/3520] lr: 5.000e-03, eta: 1 day, 2:53:26, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4750, loss_cls: 3.5099, loss: 3.5099, grad_norm: 7.3765 2021-08-17 01:32:47,508 - mmaction - INFO - Epoch [5][1740/3520] lr: 5.000e-03, eta: 1 day, 2:53:08, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4906, loss_cls: 3.4171, loss: 3.4171, grad_norm: 7.3242 2021-08-17 01:32:59,103 - mmaction - INFO - Epoch [5][1760/3520] lr: 5.000e-03, eta: 1 day, 2:52:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4604, loss_cls: 3.5094, loss: 3.5094, grad_norm: 7.5223 2021-08-17 01:33:10,683 - mmaction - INFO - Epoch [5][1780/3520] lr: 5.000e-03, eta: 1 day, 2:52:34, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4656, loss_cls: 3.4601, loss: 3.4601, grad_norm: 7.3573 2021-08-17 01:33:22,251 - mmaction - INFO - Epoch [5][1800/3520] lr: 5.000e-03, eta: 1 day, 2:52:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4667, loss_cls: 3.5645, loss: 3.5645, grad_norm: 7.3009 2021-08-17 01:33:33,723 - mmaction - INFO - Epoch [5][1820/3520] lr: 5.000e-03, eta: 1 day, 2:51:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4979, loss_cls: 3.4023, loss: 3.4023, grad_norm: 7.5927 2021-08-17 01:33:45,336 - mmaction - INFO - Epoch [5][1840/3520] lr: 5.000e-03, eta: 1 day, 2:51:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.4854, loss_cls: 3.4336, loss: 3.4336, grad_norm: 7.2549 2021-08-17 01:33:56,856 - mmaction - INFO - Epoch [5][1860/3520] lr: 5.000e-03, eta: 1 day, 2:51:24, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5062, loss_cls: 3.3439, loss: 3.3439, grad_norm: 7.0265 2021-08-17 01:34:08,448 - mmaction - INFO - Epoch [5][1880/3520] lr: 5.000e-03, eta: 1 day, 2:51:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4698, loss_cls: 3.4377, loss: 3.4377, grad_norm: 7.3304 2021-08-17 01:34:19,971 - mmaction - INFO - Epoch [5][1900/3520] lr: 5.000e-03, eta: 1 day, 2:50:49, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4781, loss_cls: 3.4338, loss: 3.4338, grad_norm: 6.9803 2021-08-17 01:34:31,591 - mmaction - INFO - Epoch [5][1920/3520] lr: 5.000e-03, eta: 1 day, 2:50:33, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.5031, loss_cls: 3.3700, loss: 3.3700, grad_norm: 7.4257 2021-08-17 01:34:43,114 - mmaction - INFO - Epoch [5][1940/3520] lr: 5.000e-03, eta: 1 day, 2:50:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4677, loss_cls: 3.4663, loss: 3.4663, grad_norm: 7.3664 2021-08-17 01:34:54,702 - mmaction - INFO - Epoch [5][1960/3520] lr: 5.000e-03, eta: 1 day, 2:49:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4729, loss_cls: 3.4285, loss: 3.4285, grad_norm: 7.2450 2021-08-17 01:35:06,193 - mmaction - INFO - Epoch [5][1980/3520] lr: 5.000e-03, eta: 1 day, 2:49:40, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5042, loss_cls: 3.3876, loss: 3.3876, grad_norm: 7.4826 2021-08-17 01:35:17,695 - mmaction - INFO - Epoch [5][2000/3520] lr: 5.000e-03, eta: 1 day, 2:49:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.5135, loss_cls: 3.3567, loss: 3.3567, grad_norm: 7.6435 2021-08-17 01:35:29,222 - mmaction - INFO - Epoch [5][2020/3520] lr: 5.000e-03, eta: 1 day, 2:49:05, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4990, loss_cls: 3.3691, loss: 3.3691, grad_norm: 7.4961 2021-08-17 01:35:40,777 - mmaction - INFO - Epoch [5][2040/3520] lr: 5.000e-03, eta: 1 day, 2:48:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5073, loss_cls: 3.3890, loss: 3.3890, grad_norm: 7.1924 2021-08-17 01:35:52,299 - mmaction - INFO - Epoch [5][2060/3520] lr: 5.000e-03, eta: 1 day, 2:48:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2042, top5_acc: 0.4479, loss_cls: 3.5464, loss: 3.5464, grad_norm: 7.4818 2021-08-17 01:36:03,871 - mmaction - INFO - Epoch [5][2080/3520] lr: 5.000e-03, eta: 1 day, 2:48:13, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5031, loss_cls: 3.3891, loss: 3.3891, grad_norm: 7.3205 2021-08-17 01:36:15,366 - mmaction - INFO - Epoch [5][2100/3520] lr: 5.000e-03, eta: 1 day, 2:47:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5104, loss_cls: 3.3400, loss: 3.3400, grad_norm: 7.4501 2021-08-17 01:36:26,913 - mmaction - INFO - Epoch [5][2120/3520] lr: 5.000e-03, eta: 1 day, 2:47:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4875, loss_cls: 3.3891, loss: 3.3891, grad_norm: 7.3402 2021-08-17 01:36:38,492 - mmaction - INFO - Epoch [5][2140/3520] lr: 5.000e-03, eta: 1 day, 2:47:21, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4750, loss_cls: 3.4445, loss: 3.4445, grad_norm: 7.4665 2021-08-17 01:36:50,090 - mmaction - INFO - Epoch [5][2160/3520] lr: 5.000e-03, eta: 1 day, 2:47:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2010, top5_acc: 0.4813, loss_cls: 3.4547, loss: 3.4547, grad_norm: 7.2380 2021-08-17 01:37:01,556 - mmaction - INFO - Epoch [5][2180/3520] lr: 5.000e-03, eta: 1 day, 2:46:46, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4719, loss_cls: 3.4421, loss: 3.4421, grad_norm: 6.9942 2021-08-17 01:37:13,073 - mmaction - INFO - Epoch [5][2200/3520] lr: 5.000e-03, eta: 1 day, 2:46:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4760, loss_cls: 3.4717, loss: 3.4717, grad_norm: 7.3028 2021-08-17 01:37:24,651 - mmaction - INFO - Epoch [5][2220/3520] lr: 5.000e-03, eta: 1 day, 2:46:12, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4698, loss_cls: 3.4795, loss: 3.4795, grad_norm: 7.2890 2021-08-17 01:37:36,204 - mmaction - INFO - Epoch [5][2240/3520] lr: 5.000e-03, eta: 1 day, 2:45:55, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.4635, loss_cls: 3.4612, loss: 3.4612, grad_norm: 7.6808 2021-08-17 01:37:47,662 - mmaction - INFO - Epoch [5][2260/3520] lr: 5.000e-03, eta: 1 day, 2:45:37, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.4771, loss_cls: 3.3890, loss: 3.3890, grad_norm: 7.4423 2021-08-17 01:37:59,248 - mmaction - INFO - Epoch [5][2280/3520] lr: 5.000e-03, eta: 1 day, 2:45:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4708, loss_cls: 3.4768, loss: 3.4768, grad_norm: 7.4140 2021-08-17 01:38:10,820 - mmaction - INFO - Epoch [5][2300/3520] lr: 5.000e-03, eta: 1 day, 2:45:03, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.1948, top5_acc: 0.4594, loss_cls: 3.5384, loss: 3.5384, grad_norm: 7.4925 2021-08-17 01:38:22,399 - mmaction - INFO - Epoch [5][2320/3520] lr: 5.000e-03, eta: 1 day, 2:44:46, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5094, loss_cls: 3.3107, loss: 3.3107, grad_norm: 7.4832 2021-08-17 01:38:33,929 - mmaction - INFO - Epoch [5][2340/3520] lr: 5.000e-03, eta: 1 day, 2:44:29, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5083, loss_cls: 3.4041, loss: 3.4041, grad_norm: 7.4392 2021-08-17 01:38:45,413 - mmaction - INFO - Epoch [5][2360/3520] lr: 5.000e-03, eta: 1 day, 2:44:11, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.5042, loss_cls: 3.4390, loss: 3.4390, grad_norm: 7.2534 2021-08-17 01:38:56,943 - mmaction - INFO - Epoch [5][2380/3520] lr: 5.000e-03, eta: 1 day, 2:43:54, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5010, loss_cls: 3.3811, loss: 3.3811, grad_norm: 7.2424 2021-08-17 01:39:08,426 - mmaction - INFO - Epoch [5][2400/3520] lr: 5.000e-03, eta: 1 day, 2:43:36, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4708, loss_cls: 3.4675, loss: 3.4675, grad_norm: 7.5904 2021-08-17 01:39:19,937 - mmaction - INFO - Epoch [5][2420/3520] lr: 5.000e-03, eta: 1 day, 2:43:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4802, loss_cls: 3.4489, loss: 3.4489, grad_norm: 7.1780 2021-08-17 01:39:31,428 - mmaction - INFO - Epoch [5][2440/3520] lr: 5.000e-03, eta: 1 day, 2:43:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4979, loss_cls: 3.3609, loss: 3.3609, grad_norm: 7.3822 2021-08-17 01:39:42,996 - mmaction - INFO - Epoch [5][2460/3520] lr: 5.000e-03, eta: 1 day, 2:42:45, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4875, loss_cls: 3.4247, loss: 3.4247, grad_norm: 7.3305 2021-08-17 01:39:54,607 - mmaction - INFO - Epoch [5][2480/3520] lr: 5.000e-03, eta: 1 day, 2:42:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4656, loss_cls: 3.4694, loss: 3.4694, grad_norm: 7.2385 2021-08-17 01:40:06,027 - mmaction - INFO - Epoch [5][2500/3520] lr: 5.000e-03, eta: 1 day, 2:42:10, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4781, loss_cls: 3.4822, loss: 3.4822, grad_norm: 7.2889 2021-08-17 01:40:17,601 - mmaction - INFO - Epoch [5][2520/3520] lr: 5.000e-03, eta: 1 day, 2:41:53, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4719, loss_cls: 3.4142, loss: 3.4142, grad_norm: 7.2676 2021-08-17 01:40:29,131 - mmaction - INFO - Epoch [5][2540/3520] lr: 5.000e-03, eta: 1 day, 2:41:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2042, top5_acc: 0.4667, loss_cls: 3.4982, loss: 3.4982, grad_norm: 7.3808 2021-08-17 01:40:40,703 - mmaction - INFO - Epoch [5][2560/3520] lr: 5.000e-03, eta: 1 day, 2:41:19, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4573, loss_cls: 3.4230, loss: 3.4230, grad_norm: 7.1482 2021-08-17 01:40:52,267 - mmaction - INFO - Epoch [5][2580/3520] lr: 5.000e-03, eta: 1 day, 2:41:02, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4635, loss_cls: 3.5059, loss: 3.5059, grad_norm: 7.4744 2021-08-17 01:41:03,886 - mmaction - INFO - Epoch [5][2600/3520] lr: 5.000e-03, eta: 1 day, 2:40:46, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.1990, top5_acc: 0.4542, loss_cls: 3.5290, loss: 3.5290, grad_norm: 7.3734 2021-08-17 01:41:15,461 - mmaction - INFO - Epoch [5][2620/3520] lr: 5.000e-03, eta: 1 day, 2:40:30, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4771, loss_cls: 3.3996, loss: 3.3996, grad_norm: 7.0499 2021-08-17 01:41:27,019 - mmaction - INFO - Epoch [5][2640/3520] lr: 5.000e-03, eta: 1 day, 2:40:13, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4833, loss_cls: 3.4306, loss: 3.4306, grad_norm: 7.3758 2021-08-17 01:41:38,476 - mmaction - INFO - Epoch [5][2660/3520] lr: 5.000e-03, eta: 1 day, 2:39:55, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4667, loss_cls: 3.3953, loss: 3.3953, grad_norm: 7.4143 2021-08-17 01:41:49,992 - mmaction - INFO - Epoch [5][2680/3520] lr: 5.000e-03, eta: 1 day, 2:39:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4927, loss_cls: 3.3754, loss: 3.3754, grad_norm: 7.2808 2021-08-17 01:42:01,593 - mmaction - INFO - Epoch [5][2700/3520] lr: 5.000e-03, eta: 1 day, 2:39:22, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.4896, loss_cls: 3.3234, loss: 3.3234, grad_norm: 7.2514 2021-08-17 01:42:13,152 - mmaction - INFO - Epoch [5][2720/3520] lr: 5.000e-03, eta: 1 day, 2:39:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2135, top5_acc: 0.5010, loss_cls: 3.3756, loss: 3.3756, grad_norm: 7.3018 2021-08-17 01:42:24,633 - mmaction - INFO - Epoch [5][2740/3520] lr: 5.000e-03, eta: 1 day, 2:38:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4750, loss_cls: 3.4091, loss: 3.4091, grad_norm: 7.3240 2021-08-17 01:42:36,204 - mmaction - INFO - Epoch [5][2760/3520] lr: 5.000e-03, eta: 1 day, 2:38:30, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4917, loss_cls: 3.4415, loss: 3.4415, grad_norm: 7.2715 2021-08-17 01:42:47,708 - mmaction - INFO - Epoch [5][2780/3520] lr: 5.000e-03, eta: 1 day, 2:38:13, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4760, loss_cls: 3.5050, loss: 3.5050, grad_norm: 7.4527 2021-08-17 01:42:59,219 - mmaction - INFO - Epoch [5][2800/3520] lr: 5.000e-03, eta: 1 day, 2:37:56, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4781, loss_cls: 3.5039, loss: 3.5039, grad_norm: 7.4316 2021-08-17 01:43:10,690 - mmaction - INFO - Epoch [5][2820/3520] lr: 5.000e-03, eta: 1 day, 2:37:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4948, loss_cls: 3.4040, loss: 3.4040, grad_norm: 7.2256 2021-08-17 01:43:22,228 - mmaction - INFO - Epoch [5][2840/3520] lr: 5.000e-03, eta: 1 day, 2:37:22, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.4948, loss_cls: 3.3477, loss: 3.3477, grad_norm: 6.9705 2021-08-17 01:43:33,787 - mmaction - INFO - Epoch [5][2860/3520] lr: 5.000e-03, eta: 1 day, 2:37:05, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4667, loss_cls: 3.4631, loss: 3.4631, grad_norm: 7.3170 2021-08-17 01:43:45,361 - mmaction - INFO - Epoch [5][2880/3520] lr: 5.000e-03, eta: 1 day, 2:36:49, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5031, loss_cls: 3.3746, loss: 3.3746, grad_norm: 7.2575 2021-08-17 01:43:56,892 - mmaction - INFO - Epoch [5][2900/3520] lr: 5.000e-03, eta: 1 day, 2:36:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4833, loss_cls: 3.4748, loss: 3.4748, grad_norm: 7.5402 2021-08-17 01:44:08,412 - mmaction - INFO - Epoch [5][2920/3520] lr: 5.000e-03, eta: 1 day, 2:36:15, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2313, top5_acc: 0.4802, loss_cls: 3.4550, loss: 3.4550, grad_norm: 7.3966 2021-08-17 01:44:19,920 - mmaction - INFO - Epoch [5][2940/3520] lr: 5.000e-03, eta: 1 day, 2:35:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4604, loss_cls: 3.4462, loss: 3.4462, grad_norm: 7.4510 2021-08-17 01:44:31,574 - mmaction - INFO - Epoch [5][2960/3520] lr: 5.000e-03, eta: 1 day, 2:35:42, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.3760, loss: 3.3760, grad_norm: 6.9182 2021-08-17 01:44:43,219 - mmaction - INFO - Epoch [5][2980/3520] lr: 5.000e-03, eta: 1 day, 2:35:26, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4979, loss_cls: 3.4197, loss: 3.4197, grad_norm: 7.1075 2021-08-17 01:44:54,751 - mmaction - INFO - Epoch [5][3000/3520] lr: 5.000e-03, eta: 1 day, 2:35:09, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.1969, top5_acc: 0.4594, loss_cls: 3.4590, loss: 3.4590, grad_norm: 7.1182 2021-08-17 01:45:06,295 - mmaction - INFO - Epoch [5][3020/3520] lr: 5.000e-03, eta: 1 day, 2:34:53, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4844, loss_cls: 3.4283, loss: 3.4283, grad_norm: 7.3642 2021-08-17 01:45:17,908 - mmaction - INFO - Epoch [5][3040/3520] lr: 5.000e-03, eta: 1 day, 2:34:37, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5073, loss_cls: 3.3981, loss: 3.3981, grad_norm: 7.2375 2021-08-17 01:45:29,443 - mmaction - INFO - Epoch [5][3060/3520] lr: 5.000e-03, eta: 1 day, 2:34:20, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5177, loss_cls: 3.2691, loss: 3.2691, grad_norm: 7.2875 2021-08-17 01:45:41,004 - mmaction - INFO - Epoch [5][3080/3520] lr: 5.000e-03, eta: 1 day, 2:34:03, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4625, loss_cls: 3.4954, loss: 3.4954, grad_norm: 7.2932 2021-08-17 01:45:52,559 - mmaction - INFO - Epoch [5][3100/3520] lr: 5.000e-03, eta: 1 day, 2:33:47, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4896, loss_cls: 3.4407, loss: 3.4407, grad_norm: 7.2362 2021-08-17 01:46:04,218 - mmaction - INFO - Epoch [5][3120/3520] lr: 5.000e-03, eta: 1 day, 2:33:31, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4833, loss_cls: 3.4591, loss: 3.4591, grad_norm: 7.4106 2021-08-17 01:46:15,706 - mmaction - INFO - Epoch [5][3140/3520] lr: 5.000e-03, eta: 1 day, 2:33:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4813, loss_cls: 3.3996, loss: 3.3996, grad_norm: 7.1546 2021-08-17 01:46:27,295 - mmaction - INFO - Epoch [5][3160/3520] lr: 5.000e-03, eta: 1 day, 2:32:58, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2177, top5_acc: 0.4792, loss_cls: 3.4177, loss: 3.4177, grad_norm: 7.7252 2021-08-17 01:46:38,805 - mmaction - INFO - Epoch [5][3180/3520] lr: 5.000e-03, eta: 1 day, 2:32:41, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2448, top5_acc: 0.4844, loss_cls: 3.3909, loss: 3.3909, grad_norm: 7.2007 2021-08-17 01:46:50,330 - mmaction - INFO - Epoch [5][3200/3520] lr: 5.000e-03, eta: 1 day, 2:32:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2208, top5_acc: 0.5010, loss_cls: 3.3896, loss: 3.3896, grad_norm: 7.3352 2021-08-17 01:47:01,837 - mmaction - INFO - Epoch [5][3220/3520] lr: 5.000e-03, eta: 1 day, 2:32:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4990, loss_cls: 3.4472, loss: 3.4472, grad_norm: 7.3418 2021-08-17 01:47:13,388 - mmaction - INFO - Epoch [5][3240/3520] lr: 5.000e-03, eta: 1 day, 2:31:51, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5000, loss_cls: 3.3492, loss: 3.3492, grad_norm: 7.2641 2021-08-17 01:47:24,916 - mmaction - INFO - Epoch [5][3260/3520] lr: 5.000e-03, eta: 1 day, 2:31:34, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4833, loss_cls: 3.4329, loss: 3.4329, grad_norm: 7.2764 2021-08-17 01:47:36,429 - mmaction - INFO - Epoch [5][3280/3520] lr: 5.000e-03, eta: 1 day, 2:31:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4833, loss_cls: 3.5100, loss: 3.5100, grad_norm: 7.2367 2021-08-17 01:47:47,914 - mmaction - INFO - Epoch [5][3300/3520] lr: 5.000e-03, eta: 1 day, 2:31:00, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4740, loss_cls: 3.4677, loss: 3.4677, grad_norm: 7.2986 2021-08-17 01:47:59,442 - mmaction - INFO - Epoch [5][3320/3520] lr: 5.000e-03, eta: 1 day, 2:30:43, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5094, loss_cls: 3.3682, loss: 3.3682, grad_norm: 7.2398 2021-08-17 01:48:10,940 - mmaction - INFO - Epoch [5][3340/3520] lr: 5.000e-03, eta: 1 day, 2:30:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.4917, loss_cls: 3.4166, loss: 3.4166, grad_norm: 7.4615 2021-08-17 01:48:22,477 - mmaction - INFO - Epoch [5][3360/3520] lr: 5.000e-03, eta: 1 day, 2:30:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4865, loss_cls: 3.4792, loss: 3.4792, grad_norm: 7.4316 2021-08-17 01:48:33,987 - mmaction - INFO - Epoch [5][3380/3520] lr: 5.000e-03, eta: 1 day, 2:29:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4990, loss_cls: 3.3990, loss: 3.3990, grad_norm: 7.1027 2021-08-17 01:48:45,531 - mmaction - INFO - Epoch [5][3400/3520] lr: 5.000e-03, eta: 1 day, 2:29:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4854, loss_cls: 3.3866, loss: 3.3866, grad_norm: 7.2045 2021-08-17 01:48:57,050 - mmaction - INFO - Epoch [5][3420/3520] lr: 5.000e-03, eta: 1 day, 2:29:20, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4927, loss_cls: 3.4648, loss: 3.4648, grad_norm: 7.3431 2021-08-17 01:49:08,685 - mmaction - INFO - Epoch [5][3440/3520] lr: 5.000e-03, eta: 1 day, 2:29:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5000, loss_cls: 3.3994, loss: 3.3994, grad_norm: 7.1519 2021-08-17 01:49:20,259 - mmaction - INFO - Epoch [5][3460/3520] lr: 5.000e-03, eta: 1 day, 2:28:48, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4979, loss_cls: 3.4028, loss: 3.4028, grad_norm: 7.3689 2021-08-17 01:49:31,890 - mmaction - INFO - Epoch [5][3480/3520] lr: 5.000e-03, eta: 1 day, 2:28:32, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4792, loss_cls: 3.4269, loss: 3.4269, grad_norm: 7.4509 2021-08-17 01:49:43,413 - mmaction - INFO - Epoch [5][3500/3520] lr: 5.000e-03, eta: 1 day, 2:28:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.4948, loss_cls: 3.3815, loss: 3.3815, grad_norm: 7.1687 2021-08-17 01:49:54,525 - mmaction - INFO - Epoch [5][3520/3520] lr: 5.000e-03, eta: 1 day, 2:27:56, time: 0.555, data_time: 0.003, memory: 8335, top1_acc: 0.1978, top5_acc: 0.4609, loss_cls: 3.5289, loss: 3.5289, grad_norm: 7.3203 2021-08-17 01:49:56,235 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-08-17 01:51:16,664 - mmaction - INFO - Epoch [6][20/3520] lr: 5.000e-03, eta: 1 day, 2:37:50, time: 3.974, data_time: 3.400, memory: 8335, top1_acc: 0.2354, top5_acc: 0.4740, loss_cls: 3.4392, loss: 3.4392, grad_norm: 7.1310 2021-08-17 01:51:28,144 - mmaction - INFO - Epoch [6][40/3520] lr: 5.000e-03, eta: 1 day, 2:37:32, time: 0.573, data_time: 0.004, memory: 8335, top1_acc: 0.2146, top5_acc: 0.5104, loss_cls: 3.3864, loss: 3.3864, grad_norm: 7.2908 2021-08-17 01:51:39,546 - mmaction - INFO - Epoch [6][60/3520] lr: 5.000e-03, eta: 1 day, 2:37:14, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.4969, loss_cls: 3.3340, loss: 3.3340, grad_norm: 7.4591 2021-08-17 01:51:50,958 - mmaction - INFO - Epoch [6][80/3520] lr: 5.000e-03, eta: 1 day, 2:36:55, time: 0.569, data_time: 0.002, memory: 8335, top1_acc: 0.2177, top5_acc: 0.5000, loss_cls: 3.3232, loss: 3.3232, grad_norm: 7.3186 2021-08-17 01:52:02,394 - mmaction - INFO - Epoch [6][100/3520] lr: 5.000e-03, eta: 1 day, 2:36:37, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5042, loss_cls: 3.3631, loss: 3.3631, grad_norm: 7.3980 2021-08-17 01:52:13,859 - mmaction - INFO - Epoch [6][120/3520] lr: 5.000e-03, eta: 1 day, 2:36:19, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4896, loss_cls: 3.4374, loss: 3.4374, grad_norm: 7.2704 2021-08-17 01:52:25,317 - mmaction - INFO - Epoch [6][140/3520] lr: 5.000e-03, eta: 1 day, 2:36:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2135, top5_acc: 0.5031, loss_cls: 3.3837, loss: 3.3837, grad_norm: 7.1161 2021-08-17 01:52:36,724 - mmaction - INFO - Epoch [6][160/3520] lr: 5.000e-03, eta: 1 day, 2:35:43, time: 0.569, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4927, loss_cls: 3.4260, loss: 3.4260, grad_norm: 7.6684 2021-08-17 01:52:48,137 - mmaction - INFO - Epoch [6][180/3520] lr: 5.000e-03, eta: 1 day, 2:35:25, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4854, loss_cls: 3.3680, loss: 3.3680, grad_norm: 7.0693 2021-08-17 01:52:59,608 - mmaction - INFO - Epoch [6][200/3520] lr: 5.000e-03, eta: 1 day, 2:35:07, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5094, loss_cls: 3.3570, loss: 3.3570, grad_norm: 7.4278 2021-08-17 01:53:11,074 - mmaction - INFO - Epoch [6][220/3520] lr: 5.000e-03, eta: 1 day, 2:34:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5125, loss_cls: 3.2749, loss: 3.2749, grad_norm: 7.3365 2021-08-17 01:53:22,620 - mmaction - INFO - Epoch [6][240/3520] lr: 5.000e-03, eta: 1 day, 2:34:33, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.4979, loss_cls: 3.3336, loss: 3.3336, grad_norm: 7.4060 2021-08-17 01:53:34,086 - mmaction - INFO - Epoch [6][260/3520] lr: 5.000e-03, eta: 1 day, 2:34:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4792, loss_cls: 3.4325, loss: 3.4325, grad_norm: 7.4684 2021-08-17 01:53:45,549 - mmaction - INFO - Epoch [6][280/3520] lr: 5.000e-03, eta: 1 day, 2:33:57, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5125, loss_cls: 3.3619, loss: 3.3619, grad_norm: 7.4860 2021-08-17 01:53:57,077 - mmaction - INFO - Epoch [6][300/3520] lr: 5.000e-03, eta: 1 day, 2:33:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5198, loss_cls: 3.3373, loss: 3.3373, grad_norm: 7.4418 2021-08-17 01:54:08,545 - mmaction - INFO - Epoch [6][320/3520] lr: 5.000e-03, eta: 1 day, 2:33:22, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4917, loss_cls: 3.4082, loss: 3.4082, grad_norm: 7.2525 2021-08-17 01:54:20,012 - mmaction - INFO - Epoch [6][340/3520] lr: 5.000e-03, eta: 1 day, 2:33:05, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2156, top5_acc: 0.5000, loss_cls: 3.3923, loss: 3.3923, grad_norm: 7.4181 2021-08-17 01:54:31,444 - mmaction - INFO - Epoch [6][360/3520] lr: 5.000e-03, eta: 1 day, 2:32:47, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4729, loss_cls: 3.4240, loss: 3.4240, grad_norm: 7.5374 2021-08-17 01:54:43,029 - mmaction - INFO - Epoch [6][380/3520] lr: 5.000e-03, eta: 1 day, 2:32:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5042, loss_cls: 3.2997, loss: 3.2997, grad_norm: 7.2151 2021-08-17 01:54:54,581 - mmaction - INFO - Epoch [6][400/3520] lr: 5.000e-03, eta: 1 day, 2:32:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4656, loss_cls: 3.4060, loss: 3.4060, grad_norm: 7.4732 2021-08-17 01:55:06,047 - mmaction - INFO - Epoch [6][420/3520] lr: 5.000e-03, eta: 1 day, 2:31:56, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.4958, loss_cls: 3.3957, loss: 3.3957, grad_norm: 7.1952 2021-08-17 01:55:17,486 - mmaction - INFO - Epoch [6][440/3520] lr: 5.000e-03, eta: 1 day, 2:31:38, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5042, loss_cls: 3.3358, loss: 3.3358, grad_norm: 7.3682 2021-08-17 01:55:29,017 - mmaction - INFO - Epoch [6][460/3520] lr: 5.000e-03, eta: 1 day, 2:31:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5188, loss_cls: 3.3243, loss: 3.3243, grad_norm: 7.2015 2021-08-17 01:55:40,446 - mmaction - INFO - Epoch [6][480/3520] lr: 5.000e-03, eta: 1 day, 2:31:03, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.5167, loss_cls: 3.3112, loss: 3.3112, grad_norm: 7.2832 2021-08-17 01:55:51,894 - mmaction - INFO - Epoch [6][500/3520] lr: 5.000e-03, eta: 1 day, 2:30:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5115, loss_cls: 3.3250, loss: 3.3250, grad_norm: 7.2346 2021-08-17 01:56:03,396 - mmaction - INFO - Epoch [6][520/3520] lr: 5.000e-03, eta: 1 day, 2:30:28, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5021, loss_cls: 3.3229, loss: 3.3229, grad_norm: 7.7293 2021-08-17 01:56:14,898 - mmaction - INFO - Epoch [6][540/3520] lr: 5.000e-03, eta: 1 day, 2:30:11, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2083, top5_acc: 0.4896, loss_cls: 3.4360, loss: 3.4360, grad_norm: 7.4355 2021-08-17 01:56:26,355 - mmaction - INFO - Epoch [6][560/3520] lr: 5.000e-03, eta: 1 day, 2:29:54, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4677, loss_cls: 3.4540, loss: 3.4540, grad_norm: 7.3512 2021-08-17 01:56:37,821 - mmaction - INFO - Epoch [6][580/3520] lr: 5.000e-03, eta: 1 day, 2:29:36, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2313, top5_acc: 0.4917, loss_cls: 3.4509, loss: 3.4509, grad_norm: 7.5166 2021-08-17 01:56:49,249 - mmaction - INFO - Epoch [6][600/3520] lr: 5.000e-03, eta: 1 day, 2:29:18, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5062, loss_cls: 3.3635, loss: 3.3635, grad_norm: 7.3394 2021-08-17 01:57:00,671 - mmaction - INFO - Epoch [6][620/3520] lr: 5.000e-03, eta: 1 day, 2:29:01, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4938, loss_cls: 3.4034, loss: 3.4034, grad_norm: 7.2204 2021-08-17 01:57:12,104 - mmaction - INFO - Epoch [6][640/3520] lr: 5.000e-03, eta: 1 day, 2:28:43, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5010, loss_cls: 3.3532, loss: 3.3532, grad_norm: 7.0638 2021-08-17 01:57:23,542 - mmaction - INFO - Epoch [6][660/3520] lr: 5.000e-03, eta: 1 day, 2:28:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.4948, loss_cls: 3.4147, loss: 3.4147, grad_norm: 7.4706 2021-08-17 01:57:34,963 - mmaction - INFO - Epoch [6][680/3520] lr: 5.000e-03, eta: 1 day, 2:28:07, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5344, loss_cls: 3.3050, loss: 3.3050, grad_norm: 7.4936 2021-08-17 01:57:46,407 - mmaction - INFO - Epoch [6][700/3520] lr: 5.000e-03, eta: 1 day, 2:27:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5135, loss_cls: 3.3563, loss: 3.3563, grad_norm: 7.2004 2021-08-17 01:57:57,884 - mmaction - INFO - Epoch [6][720/3520] lr: 5.000e-03, eta: 1 day, 2:27:32, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5115, loss_cls: 3.2736, loss: 3.2736, grad_norm: 7.2995 2021-08-17 01:58:09,361 - mmaction - INFO - Epoch [6][740/3520] lr: 5.000e-03, eta: 1 day, 2:27:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2052, top5_acc: 0.4823, loss_cls: 3.4368, loss: 3.4368, grad_norm: 7.3512 2021-08-17 01:58:20,842 - mmaction - INFO - Epoch [6][760/3520] lr: 5.000e-03, eta: 1 day, 2:26:58, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5250, loss_cls: 3.3178, loss: 3.3178, grad_norm: 7.4760 2021-08-17 01:58:32,254 - mmaction - INFO - Epoch [6][780/3520] lr: 5.000e-03, eta: 1 day, 2:26:40, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4854, loss_cls: 3.4454, loss: 3.4454, grad_norm: 7.0186 2021-08-17 01:58:43,738 - mmaction - INFO - Epoch [6][800/3520] lr: 5.000e-03, eta: 1 day, 2:26:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5250, loss_cls: 3.3261, loss: 3.3261, grad_norm: 7.3790 2021-08-17 01:58:55,237 - mmaction - INFO - Epoch [6][820/3520] lr: 5.000e-03, eta: 1 day, 2:26:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2271, top5_acc: 0.4865, loss_cls: 3.3702, loss: 3.3702, grad_norm: 7.2906 2021-08-17 01:59:06,700 - mmaction - INFO - Epoch [6][840/3520] lr: 5.000e-03, eta: 1 day, 2:25:49, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5125, loss_cls: 3.3098, loss: 3.3098, grad_norm: 6.9869 2021-08-17 01:59:18,165 - mmaction - INFO - Epoch [6][860/3520] lr: 5.000e-03, eta: 1 day, 2:25:31, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2198, top5_acc: 0.5094, loss_cls: 3.4269, loss: 3.4269, grad_norm: 7.6698 2021-08-17 01:59:29,666 - mmaction - INFO - Epoch [6][880/3520] lr: 5.000e-03, eta: 1 day, 2:25:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.4927, loss_cls: 3.3414, loss: 3.3414, grad_norm: 7.2093 2021-08-17 01:59:41,251 - mmaction - INFO - Epoch [6][900/3520] lr: 5.000e-03, eta: 1 day, 2:24:58, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4760, loss_cls: 3.3774, loss: 3.3774, grad_norm: 7.2977 2021-08-17 01:59:52,739 - mmaction - INFO - Epoch [6][920/3520] lr: 5.000e-03, eta: 1 day, 2:24:41, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4792, loss_cls: 3.3717, loss: 3.3717, grad_norm: 7.3270 2021-08-17 02:00:04,202 - mmaction - INFO - Epoch [6][940/3520] lr: 5.000e-03, eta: 1 day, 2:24:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.4969, loss_cls: 3.3022, loss: 3.3022, grad_norm: 7.3878 2021-08-17 02:00:15,662 - mmaction - INFO - Epoch [6][960/3520] lr: 5.000e-03, eta: 1 day, 2:24:06, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.1896, top5_acc: 0.4667, loss_cls: 3.5505, loss: 3.5505, grad_norm: 7.4656 2021-08-17 02:00:27,098 - mmaction - INFO - Epoch [6][980/3520] lr: 5.000e-03, eta: 1 day, 2:23:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4979, loss_cls: 3.3540, loss: 3.3540, grad_norm: 7.3563 2021-08-17 02:00:38,544 - mmaction - INFO - Epoch [6][1000/3520] lr: 5.000e-03, eta: 1 day, 2:23:31, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2167, top5_acc: 0.4677, loss_cls: 3.4691, loss: 3.4691, grad_norm: 7.5428 2021-08-17 02:00:49,974 - mmaction - INFO - Epoch [6][1020/3520] lr: 5.000e-03, eta: 1 day, 2:23:14, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4750, loss_cls: 3.5548, loss: 3.5548, grad_norm: 7.7360 2021-08-17 02:01:01,470 - mmaction - INFO - Epoch [6][1040/3520] lr: 5.000e-03, eta: 1 day, 2:22:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5062, loss_cls: 3.3385, loss: 3.3385, grad_norm: 7.5053 2021-08-17 02:01:12,940 - mmaction - INFO - Epoch [6][1060/3520] lr: 5.000e-03, eta: 1 day, 2:22:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.4948, loss_cls: 3.3442, loss: 3.3442, grad_norm: 7.1574 2021-08-17 02:01:24,427 - mmaction - INFO - Epoch [6][1080/3520] lr: 5.000e-03, eta: 1 day, 2:22:23, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.4792, loss_cls: 3.3783, loss: 3.3783, grad_norm: 7.4363 2021-08-17 02:01:35,834 - mmaction - INFO - Epoch [6][1100/3520] lr: 5.000e-03, eta: 1 day, 2:22:05, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4917, loss_cls: 3.3763, loss: 3.3763, grad_norm: 7.3277 2021-08-17 02:01:47,413 - mmaction - INFO - Epoch [6][1120/3520] lr: 5.000e-03, eta: 1 day, 2:21:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2177, top5_acc: 0.5188, loss_cls: 3.3396, loss: 3.3396, grad_norm: 7.4641 2021-08-17 02:01:58,845 - mmaction - INFO - Epoch [6][1140/3520] lr: 5.000e-03, eta: 1 day, 2:21:32, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.5010, loss_cls: 3.3748, loss: 3.3748, grad_norm: 7.2237 2021-08-17 02:02:10,314 - mmaction - INFO - Epoch [6][1160/3520] lr: 5.000e-03, eta: 1 day, 2:21:14, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5115, loss_cls: 3.3084, loss: 3.3084, grad_norm: 7.1705 2021-08-17 02:02:21,725 - mmaction - INFO - Epoch [6][1180/3520] lr: 5.000e-03, eta: 1 day, 2:20:57, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.3074, loss: 3.3074, grad_norm: 7.4268 2021-08-17 02:02:33,253 - mmaction - INFO - Epoch [6][1200/3520] lr: 5.000e-03, eta: 1 day, 2:20:40, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4938, loss_cls: 3.4405, loss: 3.4405, grad_norm: 7.4537 2021-08-17 02:02:44,725 - mmaction - INFO - Epoch [6][1220/3520] lr: 5.000e-03, eta: 1 day, 2:20:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5188, loss_cls: 3.3043, loss: 3.3043, grad_norm: 7.4700 2021-08-17 02:02:56,197 - mmaction - INFO - Epoch [6][1240/3520] lr: 5.000e-03, eta: 1 day, 2:20:06, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.4958, loss_cls: 3.3811, loss: 3.3811, grad_norm: 7.4781 2021-08-17 02:03:07,672 - mmaction - INFO - Epoch [6][1260/3520] lr: 5.000e-03, eta: 1 day, 2:19:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5031, loss_cls: 3.3947, loss: 3.3947, grad_norm: 7.2932 2021-08-17 02:03:19,251 - mmaction - INFO - Epoch [6][1280/3520] lr: 5.000e-03, eta: 1 day, 2:19:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.5000, loss_cls: 3.3976, loss: 3.3976, grad_norm: 7.5043 2021-08-17 02:03:30,680 - mmaction - INFO - Epoch [6][1300/3520] lr: 5.000e-03, eta: 1 day, 2:19:16, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.3579, loss: 3.3579, grad_norm: 7.3940 2021-08-17 02:03:42,189 - mmaction - INFO - Epoch [6][1320/3520] lr: 5.000e-03, eta: 1 day, 2:18:59, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5021, loss_cls: 3.3017, loss: 3.3017, grad_norm: 7.4061 2021-08-17 02:03:53,618 - mmaction - INFO - Epoch [6][1340/3520] lr: 5.000e-03, eta: 1 day, 2:18:42, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.2271, top5_acc: 0.4948, loss_cls: 3.3670, loss: 3.3670, grad_norm: 7.4611 2021-08-17 02:04:05,146 - mmaction - INFO - Epoch [6][1360/3520] lr: 5.000e-03, eta: 1 day, 2:18:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5250, loss_cls: 3.3236, loss: 3.3236, grad_norm: 7.2888 2021-08-17 02:04:16,610 - mmaction - INFO - Epoch [6][1380/3520] lr: 5.000e-03, eta: 1 day, 2:18:08, time: 0.575, data_time: 0.004, memory: 8335, top1_acc: 0.2156, top5_acc: 0.4760, loss_cls: 3.4378, loss: 3.4378, grad_norm: 7.4496 2021-08-17 02:04:28,059 - mmaction - INFO - Epoch [6][1400/3520] lr: 5.000e-03, eta: 1 day, 2:17:51, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5177, loss_cls: 3.2847, loss: 3.2847, grad_norm: 7.1786 2021-08-17 02:04:39,627 - mmaction - INFO - Epoch [6][1420/3520] lr: 5.000e-03, eta: 1 day, 2:17:35, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5198, loss_cls: 3.3689, loss: 3.3689, grad_norm: 7.5040 2021-08-17 02:04:51,043 - mmaction - INFO - Epoch [6][1440/3520] lr: 5.000e-03, eta: 1 day, 2:17:18, time: 0.569, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.3248, loss: 3.3248, grad_norm: 7.2239 2021-08-17 02:05:02,554 - mmaction - INFO - Epoch [6][1460/3520] lr: 5.000e-03, eta: 1 day, 2:17:01, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2240, top5_acc: 0.5062, loss_cls: 3.3589, loss: 3.3589, grad_norm: 7.2583 2021-08-17 02:05:14,013 - mmaction - INFO - Epoch [6][1480/3520] lr: 5.000e-03, eta: 1 day, 2:16:44, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4823, loss_cls: 3.4635, loss: 3.4635, grad_norm: 7.6855 2021-08-17 02:05:25,411 - mmaction - INFO - Epoch [6][1500/3520] lr: 5.000e-03, eta: 1 day, 2:16:27, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5188, loss_cls: 3.3542, loss: 3.3542, grad_norm: 7.4253 2021-08-17 02:05:36,889 - mmaction - INFO - Epoch [6][1520/3520] lr: 5.000e-03, eta: 1 day, 2:16:10, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5125, loss_cls: 3.3392, loss: 3.3392, grad_norm: 7.4563 2021-08-17 02:05:48,377 - mmaction - INFO - Epoch [6][1540/3520] lr: 5.000e-03, eta: 1 day, 2:15:53, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.4979, loss_cls: 3.3735, loss: 3.3735, grad_norm: 7.4297 2021-08-17 02:05:59,886 - mmaction - INFO - Epoch [6][1560/3520] lr: 5.000e-03, eta: 1 day, 2:15:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5271, loss_cls: 3.3151, loss: 3.3151, grad_norm: 7.5785 2021-08-17 02:06:11,291 - mmaction - INFO - Epoch [6][1580/3520] lr: 5.000e-03, eta: 1 day, 2:15:19, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5156, loss_cls: 3.3243, loss: 3.3243, grad_norm: 7.3471 2021-08-17 02:06:22,837 - mmaction - INFO - Epoch [6][1600/3520] lr: 5.000e-03, eta: 1 day, 2:15:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4927, loss_cls: 3.4052, loss: 3.4052, grad_norm: 7.3082 2021-08-17 02:06:34,297 - mmaction - INFO - Epoch [6][1620/3520] lr: 5.000e-03, eta: 1 day, 2:14:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4760, loss_cls: 3.4596, loss: 3.4596, grad_norm: 7.6681 2021-08-17 02:06:45,871 - mmaction - INFO - Epoch [6][1640/3520] lr: 5.000e-03, eta: 1 day, 2:14:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4760, loss_cls: 3.4214, loss: 3.4214, grad_norm: 7.3616 2021-08-17 02:06:57,296 - mmaction - INFO - Epoch [6][1660/3520] lr: 5.000e-03, eta: 1 day, 2:14:13, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4969, loss_cls: 3.3733, loss: 3.3733, grad_norm: 7.2502 2021-08-17 02:07:08,732 - mmaction - INFO - Epoch [6][1680/3520] lr: 5.000e-03, eta: 1 day, 2:13:56, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.5042, loss_cls: 3.3328, loss: 3.3328, grad_norm: 7.3482 2021-08-17 02:07:20,194 - mmaction - INFO - Epoch [6][1700/3520] lr: 5.000e-03, eta: 1 day, 2:13:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5062, loss_cls: 3.3554, loss: 3.3554, grad_norm: 7.4254 2021-08-17 02:07:31,679 - mmaction - INFO - Epoch [6][1720/3520] lr: 5.000e-03, eta: 1 day, 2:13:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4958, loss_cls: 3.3807, loss: 3.3807, grad_norm: 7.5318 2021-08-17 02:07:43,194 - mmaction - INFO - Epoch [6][1740/3520] lr: 5.000e-03, eta: 1 day, 2:13:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5125, loss_cls: 3.3285, loss: 3.3285, grad_norm: 7.4500 2021-08-17 02:07:54,715 - mmaction - INFO - Epoch [6][1760/3520] lr: 5.000e-03, eta: 1 day, 2:12:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5042, loss_cls: 3.3312, loss: 3.3312, grad_norm: 7.2907 2021-08-17 02:08:06,134 - mmaction - INFO - Epoch [6][1780/3520] lr: 5.000e-03, eta: 1 day, 2:12:33, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5052, loss_cls: 3.3573, loss: 3.3573, grad_norm: 7.4488 2021-08-17 02:08:17,681 - mmaction - INFO - Epoch [6][1800/3520] lr: 5.000e-03, eta: 1 day, 2:12:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5146, loss_cls: 3.2655, loss: 3.2655, grad_norm: 7.3348 2021-08-17 02:08:29,160 - mmaction - INFO - Epoch [6][1820/3520] lr: 5.000e-03, eta: 1 day, 2:12:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4927, loss_cls: 3.3538, loss: 3.3538, grad_norm: 7.4404 2021-08-17 02:08:40,722 - mmaction - INFO - Epoch [6][1840/3520] lr: 5.000e-03, eta: 1 day, 2:11:44, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4688, loss_cls: 3.4071, loss: 3.4071, grad_norm: 7.5609 2021-08-17 02:08:52,155 - mmaction - INFO - Epoch [6][1860/3520] lr: 5.000e-03, eta: 1 day, 2:11:27, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5010, loss_cls: 3.3036, loss: 3.3036, grad_norm: 7.7647 2021-08-17 02:09:03,608 - mmaction - INFO - Epoch [6][1880/3520] lr: 5.000e-03, eta: 1 day, 2:11:10, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5031, loss_cls: 3.3648, loss: 3.3648, grad_norm: 7.2736 2021-08-17 02:09:15,064 - mmaction - INFO - Epoch [6][1900/3520] lr: 5.000e-03, eta: 1 day, 2:10:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5052, loss_cls: 3.3701, loss: 3.3701, grad_norm: 7.3422 2021-08-17 02:09:26,540 - mmaction - INFO - Epoch [6][1920/3520] lr: 5.000e-03, eta: 1 day, 2:10:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.4771, loss_cls: 3.3422, loss: 3.3422, grad_norm: 7.4960 2021-08-17 02:09:38,016 - mmaction - INFO - Epoch [6][1940/3520] lr: 5.000e-03, eta: 1 day, 2:10:20, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5156, loss_cls: 3.3114, loss: 3.3114, grad_norm: 7.2998 2021-08-17 02:09:49,444 - mmaction - INFO - Epoch [6][1960/3520] lr: 5.000e-03, eta: 1 day, 2:10:03, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5146, loss_cls: 3.2957, loss: 3.2957, grad_norm: 7.5895 2021-08-17 02:10:00,902 - mmaction - INFO - Epoch [6][1980/3520] lr: 5.000e-03, eta: 1 day, 2:09:47, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4854, loss_cls: 3.4249, loss: 3.4249, grad_norm: 7.4923 2021-08-17 02:10:12,423 - mmaction - INFO - Epoch [6][2000/3520] lr: 5.000e-03, eta: 1 day, 2:09:30, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.3516, loss: 3.3516, grad_norm: 7.3203 2021-08-17 02:10:23,872 - mmaction - INFO - Epoch [6][2020/3520] lr: 5.000e-03, eta: 1 day, 2:09:14, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2135, top5_acc: 0.4979, loss_cls: 3.3509, loss: 3.3509, grad_norm: 7.4430 2021-08-17 02:10:35,365 - mmaction - INFO - Epoch [6][2040/3520] lr: 5.000e-03, eta: 1 day, 2:08:57, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5031, loss_cls: 3.3270, loss: 3.3270, grad_norm: 7.6268 2021-08-17 02:10:46,795 - mmaction - INFO - Epoch [6][2060/3520] lr: 5.000e-03, eta: 1 day, 2:08:40, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.5104, loss_cls: 3.3782, loss: 3.3782, grad_norm: 7.4176 2021-08-17 02:10:58,247 - mmaction - INFO - Epoch [6][2080/3520] lr: 5.000e-03, eta: 1 day, 2:08:23, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.4007, loss: 3.4007, grad_norm: 7.4821 2021-08-17 02:11:09,781 - mmaction - INFO - Epoch [6][2100/3520] lr: 5.000e-03, eta: 1 day, 2:08:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5427, loss_cls: 3.2890, loss: 3.2890, grad_norm: 7.2455 2021-08-17 02:11:21,269 - mmaction - INFO - Epoch [6][2120/3520] lr: 5.000e-03, eta: 1 day, 2:07:51, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2271, top5_acc: 0.4823, loss_cls: 3.3613, loss: 3.3613, grad_norm: 7.2784 2021-08-17 02:11:32,783 - mmaction - INFO - Epoch [6][2140/3520] lr: 5.000e-03, eta: 1 day, 2:07:35, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5167, loss_cls: 3.3870, loss: 3.3870, grad_norm: 7.5908 2021-08-17 02:11:44,254 - mmaction - INFO - Epoch [6][2160/3520] lr: 5.000e-03, eta: 1 day, 2:07:18, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5104, loss_cls: 3.3892, loss: 3.3892, grad_norm: 7.3661 2021-08-17 02:11:55,734 - mmaction - INFO - Epoch [6][2180/3520] lr: 5.000e-03, eta: 1 day, 2:07:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2208, top5_acc: 0.5052, loss_cls: 3.3764, loss: 3.3764, grad_norm: 7.1419 2021-08-17 02:12:07,260 - mmaction - INFO - Epoch [6][2200/3520] lr: 5.000e-03, eta: 1 day, 2:06:46, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4823, loss_cls: 3.4586, loss: 3.4586, grad_norm: 7.2537 2021-08-17 02:12:18,676 - mmaction - INFO - Epoch [6][2220/3520] lr: 5.000e-03, eta: 1 day, 2:06:29, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5250, loss_cls: 3.3247, loss: 3.3247, grad_norm: 7.3426 2021-08-17 02:12:30,178 - mmaction - INFO - Epoch [6][2240/3520] lr: 5.000e-03, eta: 1 day, 2:06:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5240, loss_cls: 3.2309, loss: 3.2309, grad_norm: 7.5735 2021-08-17 02:12:41,623 - mmaction - INFO - Epoch [6][2260/3520] lr: 5.000e-03, eta: 1 day, 2:05:56, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4917, loss_cls: 3.4309, loss: 3.4309, grad_norm: 7.4551 2021-08-17 02:12:53,181 - mmaction - INFO - Epoch [6][2280/3520] lr: 5.000e-03, eta: 1 day, 2:05:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5135, loss_cls: 3.3029, loss: 3.3029, grad_norm: 7.3587 2021-08-17 02:13:04,613 - mmaction - INFO - Epoch [6][2300/3520] lr: 5.000e-03, eta: 1 day, 2:05:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4969, loss_cls: 3.3698, loss: 3.3698, grad_norm: 7.2135 2021-08-17 02:13:16,102 - mmaction - INFO - Epoch [6][2320/3520] lr: 5.000e-03, eta: 1 day, 2:05:07, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4906, loss_cls: 3.3406, loss: 3.3406, grad_norm: 7.3276 2021-08-17 02:13:27,569 - mmaction - INFO - Epoch [6][2340/3520] lr: 5.000e-03, eta: 1 day, 2:04:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4927, loss_cls: 3.4006, loss: 3.4006, grad_norm: 7.4136 2021-08-17 02:13:39,096 - mmaction - INFO - Epoch [6][2360/3520] lr: 5.000e-03, eta: 1 day, 2:04:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5042, loss_cls: 3.3299, loss: 3.3299, grad_norm: 7.4336 2021-08-17 02:13:50,635 - mmaction - INFO - Epoch [6][2380/3520] lr: 5.000e-03, eta: 1 day, 2:04:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.4917, loss_cls: 3.3786, loss: 3.3786, grad_norm: 7.5554 2021-08-17 02:14:02,149 - mmaction - INFO - Epoch [6][2400/3520] lr: 5.000e-03, eta: 1 day, 2:04:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5229, loss_cls: 3.2629, loss: 3.2629, grad_norm: 7.4274 2021-08-17 02:14:13,583 - mmaction - INFO - Epoch [6][2420/3520] lr: 5.000e-03, eta: 1 day, 2:03:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4948, loss_cls: 3.3734, loss: 3.3734, grad_norm: 7.5692 2021-08-17 02:14:25,098 - mmaction - INFO - Epoch [6][2440/3520] lr: 5.000e-03, eta: 1 day, 2:03:30, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4979, loss_cls: 3.4308, loss: 3.4308, grad_norm: 7.5798 2021-08-17 02:14:36,571 - mmaction - INFO - Epoch [6][2460/3520] lr: 5.000e-03, eta: 1 day, 2:03:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5135, loss_cls: 3.3143, loss: 3.3143, grad_norm: 7.2621 2021-08-17 02:14:48,096 - mmaction - INFO - Epoch [6][2480/3520] lr: 5.000e-03, eta: 1 day, 2:02:58, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2031, top5_acc: 0.4823, loss_cls: 3.4869, loss: 3.4869, grad_norm: 7.6175 2021-08-17 02:14:59,551 - mmaction - INFO - Epoch [6][2500/3520] lr: 5.000e-03, eta: 1 day, 2:02:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4979, loss_cls: 3.3718, loss: 3.3718, grad_norm: 7.5047 2021-08-17 02:15:11,075 - mmaction - INFO - Epoch [6][2520/3520] lr: 5.000e-03, eta: 1 day, 2:02:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4990, loss_cls: 3.3773, loss: 3.3773, grad_norm: 7.5801 2021-08-17 02:15:22,485 - mmaction - INFO - Epoch [6][2540/3520] lr: 5.000e-03, eta: 1 day, 2:02:09, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.4781, loss_cls: 3.4365, loss: 3.4365, grad_norm: 7.3759 2021-08-17 02:15:33,971 - mmaction - INFO - Epoch [6][2560/3520] lr: 5.000e-03, eta: 1 day, 2:01:52, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.3760, loss: 3.3760, grad_norm: 7.4037 2021-08-17 02:15:45,527 - mmaction - INFO - Epoch [6][2580/3520] lr: 5.000e-03, eta: 1 day, 2:01:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5021, loss_cls: 3.3934, loss: 3.3934, grad_norm: 7.2891 2021-08-17 02:15:57,009 - mmaction - INFO - Epoch [6][2600/3520] lr: 5.000e-03, eta: 1 day, 2:01:20, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5250, loss_cls: 3.2656, loss: 3.2656, grad_norm: 7.3472 2021-08-17 02:16:08,470 - mmaction - INFO - Epoch [6][2620/3520] lr: 5.000e-03, eta: 1 day, 2:01:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4990, loss_cls: 3.3929, loss: 3.3929, grad_norm: 7.3854 2021-08-17 02:16:19,961 - mmaction - INFO - Epoch [6][2640/3520] lr: 5.000e-03, eta: 1 day, 2:00:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.5031, loss_cls: 3.2960, loss: 3.2960, grad_norm: 7.2654 2021-08-17 02:16:31,470 - mmaction - INFO - Epoch [6][2660/3520] lr: 5.000e-03, eta: 1 day, 2:00:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.1958, top5_acc: 0.4510, loss_cls: 3.5283, loss: 3.5283, grad_norm: 7.3723 2021-08-17 02:16:42,965 - mmaction - INFO - Epoch [6][2680/3520] lr: 5.000e-03, eta: 1 day, 2:00:16, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5115, loss_cls: 3.3271, loss: 3.3271, grad_norm: 7.2380 2021-08-17 02:16:54,472 - mmaction - INFO - Epoch [6][2700/3520] lr: 5.000e-03, eta: 1 day, 2:00:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5083, loss_cls: 3.3339, loss: 3.3339, grad_norm: 7.5129 2021-08-17 02:17:05,950 - mmaction - INFO - Epoch [6][2720/3520] lr: 5.000e-03, eta: 1 day, 1:59:44, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.4990, loss_cls: 3.3857, loss: 3.3857, grad_norm: 7.5694 2021-08-17 02:17:17,459 - mmaction - INFO - Epoch [6][2740/3520] lr: 5.000e-03, eta: 1 day, 1:59:28, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2240, top5_acc: 0.5042, loss_cls: 3.4151, loss: 3.4151, grad_norm: 7.5095 2021-08-17 02:17:28,914 - mmaction - INFO - Epoch [6][2760/3520] lr: 5.000e-03, eta: 1 day, 1:59:11, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4875, loss_cls: 3.3911, loss: 3.3911, grad_norm: 7.4267 2021-08-17 02:17:40,410 - mmaction - INFO - Epoch [6][2780/3520] lr: 5.000e-03, eta: 1 day, 1:58:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5323, loss_cls: 3.2959, loss: 3.2959, grad_norm: 7.4158 2021-08-17 02:17:51,860 - mmaction - INFO - Epoch [6][2800/3520] lr: 5.000e-03, eta: 1 day, 1:58:39, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4969, loss_cls: 3.2762, loss: 3.2762, grad_norm: 7.3459 2021-08-17 02:18:03,324 - mmaction - INFO - Epoch [6][2820/3520] lr: 5.000e-03, eta: 1 day, 1:58:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5104, loss_cls: 3.3180, loss: 3.3180, grad_norm: 7.5446 2021-08-17 02:18:14,827 - mmaction - INFO - Epoch [6][2840/3520] lr: 5.000e-03, eta: 1 day, 1:58:06, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5344, loss_cls: 3.2135, loss: 3.2135, grad_norm: 7.5879 2021-08-17 02:18:26,325 - mmaction - INFO - Epoch [6][2860/3520] lr: 5.000e-03, eta: 1 day, 1:57:51, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.2939, loss: 3.2939, grad_norm: 7.3470 2021-08-17 02:18:37,770 - mmaction - INFO - Epoch [6][2880/3520] lr: 5.000e-03, eta: 1 day, 1:57:34, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.4927, loss_cls: 3.3657, loss: 3.3657, grad_norm: 7.4321 2021-08-17 02:18:49,341 - mmaction - INFO - Epoch [6][2900/3520] lr: 5.000e-03, eta: 1 day, 1:57:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4969, loss_cls: 3.2930, loss: 3.2930, grad_norm: 7.4597 2021-08-17 02:19:00,810 - mmaction - INFO - Epoch [6][2920/3520] lr: 5.000e-03, eta: 1 day, 1:57:03, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4969, loss_cls: 3.3709, loss: 3.3709, grad_norm: 7.3464 2021-08-17 02:19:12,263 - mmaction - INFO - Epoch [6][2940/3520] lr: 5.000e-03, eta: 1 day, 1:56:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5062, loss_cls: 3.2655, loss: 3.2655, grad_norm: 7.2654 2021-08-17 02:19:23,727 - mmaction - INFO - Epoch [6][2960/3520] lr: 5.000e-03, eta: 1 day, 1:56:30, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5115, loss_cls: 3.3659, loss: 3.3659, grad_norm: 7.3122 2021-08-17 02:19:35,312 - mmaction - INFO - Epoch [6][2980/3520] lr: 5.000e-03, eta: 1 day, 1:56:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2219, top5_acc: 0.4948, loss_cls: 3.3920, loss: 3.3920, grad_norm: 7.5501 2021-08-17 02:19:46,867 - mmaction - INFO - Epoch [6][3000/3520] lr: 5.000e-03, eta: 1 day, 1:55:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4781, loss_cls: 3.3764, loss: 3.3764, grad_norm: 7.2783 2021-08-17 02:19:58,354 - mmaction - INFO - Epoch [6][3020/3520] lr: 5.000e-03, eta: 1 day, 1:55:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4958, loss_cls: 3.3967, loss: 3.3967, grad_norm: 7.9010 2021-08-17 02:20:09,808 - mmaction - INFO - Epoch [6][3040/3520] lr: 5.000e-03, eta: 1 day, 1:55:27, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.4896, loss_cls: 3.3638, loss: 3.3638, grad_norm: 7.6860 2021-08-17 02:20:21,250 - mmaction - INFO - Epoch [6][3060/3520] lr: 5.000e-03, eta: 1 day, 1:55:11, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5042, loss_cls: 3.4089, loss: 3.4089, grad_norm: 7.5615 2021-08-17 02:20:32,676 - mmaction - INFO - Epoch [6][3080/3520] lr: 5.000e-03, eta: 1 day, 1:54:54, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4771, loss_cls: 3.4248, loss: 3.4248, grad_norm: 7.4470 2021-08-17 02:20:44,147 - mmaction - INFO - Epoch [6][3100/3520] lr: 5.000e-03, eta: 1 day, 1:54:38, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2240, top5_acc: 0.4854, loss_cls: 3.4061, loss: 3.4061, grad_norm: 7.4204 2021-08-17 02:20:55,701 - mmaction - INFO - Epoch [6][3120/3520] lr: 5.000e-03, eta: 1 day, 1:54:23, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4906, loss_cls: 3.4135, loss: 3.4135, grad_norm: 7.5150 2021-08-17 02:21:07,177 - mmaction - INFO - Epoch [6][3140/3520] lr: 5.000e-03, eta: 1 day, 1:54:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.4865, loss_cls: 3.3989, loss: 3.3989, grad_norm: 7.4135 2021-08-17 02:21:18,647 - mmaction - INFO - Epoch [6][3160/3520] lr: 5.000e-03, eta: 1 day, 1:53:51, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2354, top5_acc: 0.5104, loss_cls: 3.3488, loss: 3.3488, grad_norm: 7.1718 2021-08-17 02:21:30,069 - mmaction - INFO - Epoch [6][3180/3520] lr: 5.000e-03, eta: 1 day, 1:53:34, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5115, loss_cls: 3.2904, loss: 3.2904, grad_norm: 7.3044 2021-08-17 02:21:41,624 - mmaction - INFO - Epoch [6][3200/3520] lr: 5.000e-03, eta: 1 day, 1:53:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4917, loss_cls: 3.4344, loss: 3.4344, grad_norm: 7.5069 2021-08-17 02:21:53,047 - mmaction - INFO - Epoch [6][3220/3520] lr: 5.000e-03, eta: 1 day, 1:53:03, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2313, top5_acc: 0.4958, loss_cls: 3.3550, loss: 3.3550, grad_norm: 7.1745 2021-08-17 02:22:04,457 - mmaction - INFO - Epoch [6][3240/3520] lr: 5.000e-03, eta: 1 day, 1:52:46, time: 0.569, data_time: 0.001, memory: 8335, top1_acc: 0.2250, top5_acc: 0.4896, loss_cls: 3.4268, loss: 3.4268, grad_norm: 7.6380 2021-08-17 02:22:15,871 - mmaction - INFO - Epoch [6][3260/3520] lr: 5.000e-03, eta: 1 day, 1:52:30, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5156, loss_cls: 3.2426, loss: 3.2426, grad_norm: 7.3411 2021-08-17 02:22:27,368 - mmaction - INFO - Epoch [6][3280/3520] lr: 5.000e-03, eta: 1 day, 1:52:14, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5083, loss_cls: 3.3476, loss: 3.3476, grad_norm: 7.6481 2021-08-17 02:22:38,828 - mmaction - INFO - Epoch [6][3300/3520] lr: 5.000e-03, eta: 1 day, 1:51:58, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.3603, loss: 3.3603, grad_norm: 7.3684 2021-08-17 02:22:50,272 - mmaction - INFO - Epoch [6][3320/3520] lr: 5.000e-03, eta: 1 day, 1:51:42, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5135, loss_cls: 3.3416, loss: 3.3416, grad_norm: 7.1843 2021-08-17 02:23:01,736 - mmaction - INFO - Epoch [6][3340/3520] lr: 5.000e-03, eta: 1 day, 1:51:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4844, loss_cls: 3.4138, loss: 3.4138, grad_norm: 7.3022 2021-08-17 02:23:13,199 - mmaction - INFO - Epoch [6][3360/3520] lr: 5.000e-03, eta: 1 day, 1:51:09, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.4740, loss_cls: 3.4209, loss: 3.4209, grad_norm: 7.4106 2021-08-17 02:23:24,638 - mmaction - INFO - Epoch [6][3380/3520] lr: 5.000e-03, eta: 1 day, 1:50:53, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5083, loss_cls: 3.3837, loss: 3.3837, grad_norm: 7.4285 2021-08-17 02:23:36,198 - mmaction - INFO - Epoch [6][3400/3520] lr: 5.000e-03, eta: 1 day, 1:50:38, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5135, loss_cls: 3.3118, loss: 3.3118, grad_norm: 7.6185 2021-08-17 02:23:47,691 - mmaction - INFO - Epoch [6][3420/3520] lr: 5.000e-03, eta: 1 day, 1:50:22, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5094, loss_cls: 3.3319, loss: 3.3319, grad_norm: 7.5091 2021-08-17 02:23:59,264 - mmaction - INFO - Epoch [6][3440/3520] lr: 5.000e-03, eta: 1 day, 1:50:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5104, loss_cls: 3.3219, loss: 3.3219, grad_norm: 7.4744 2021-08-17 02:24:10,717 - mmaction - INFO - Epoch [6][3460/3520] lr: 5.000e-03, eta: 1 day, 1:49:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5188, loss_cls: 3.2848, loss: 3.2848, grad_norm: 7.6555 2021-08-17 02:24:22,233 - mmaction - INFO - Epoch [6][3480/3520] lr: 5.000e-03, eta: 1 day, 1:49:35, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.4917, loss_cls: 3.3398, loss: 3.3398, grad_norm: 7.5772 2021-08-17 02:24:33,749 - mmaction - INFO - Epoch [6][3500/3520] lr: 5.000e-03, eta: 1 day, 1:49:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5156, loss_cls: 3.3014, loss: 3.3014, grad_norm: 7.3376 2021-08-17 02:24:44,799 - mmaction - INFO - Epoch [6][3520/3520] lr: 5.000e-03, eta: 1 day, 1:49:01, time: 0.552, data_time: 0.002, memory: 8335, top1_acc: 0.2304, top5_acc: 0.4935, loss_cls: 3.3522, loss: 3.3522, grad_norm: 7.6057 2021-08-17 02:24:47,270 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-08-17 02:26:26,147 - mmaction - INFO - Epoch [7][20/3520] lr: 5.000e-03, eta: 1 day, 1:59:19, time: 4.900, data_time: 4.291, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5083, loss_cls: 3.3693, loss: 3.3693, grad_norm: 7.3152 2021-08-17 02:26:37,579 - mmaction - INFO - Epoch [7][40/3520] lr: 5.000e-03, eta: 1 day, 1:59:02, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5365, loss_cls: 3.2141, loss: 3.2141, grad_norm: 7.4536 2021-08-17 02:26:49,017 - mmaction - INFO - Epoch [7][60/3520] lr: 5.000e-03, eta: 1 day, 1:58:45, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.4969, loss_cls: 3.4027, loss: 3.4027, grad_norm: 7.7434 2021-08-17 02:27:00,405 - mmaction - INFO - Epoch [7][80/3520] lr: 5.000e-03, eta: 1 day, 1:58:28, time: 0.570, data_time: 0.001, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5094, loss_cls: 3.3500, loss: 3.3500, grad_norm: 7.6411 2021-08-17 02:27:11,887 - mmaction - INFO - Epoch [7][100/3520] lr: 5.000e-03, eta: 1 day, 1:58:11, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5292, loss_cls: 3.2589, loss: 3.2589, grad_norm: 7.4462 2021-08-17 02:27:23,341 - mmaction - INFO - Epoch [7][120/3520] lr: 5.000e-03, eta: 1 day, 1:57:55, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5073, loss_cls: 3.3283, loss: 3.3283, grad_norm: 7.0737 2021-08-17 02:27:34,873 - mmaction - INFO - Epoch [7][140/3520] lr: 5.000e-03, eta: 1 day, 1:57:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.2726, loss: 3.2726, grad_norm: 7.2558 2021-08-17 02:27:46,351 - mmaction - INFO - Epoch [7][160/3520] lr: 5.000e-03, eta: 1 day, 1:57:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5240, loss_cls: 3.2931, loss: 3.2931, grad_norm: 7.4342 2021-08-17 02:27:57,846 - mmaction - INFO - Epoch [7][180/3520] lr: 5.000e-03, eta: 1 day, 1:57:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5115, loss_cls: 3.3189, loss: 3.3189, grad_norm: 7.2686 2021-08-17 02:28:09,260 - mmaction - INFO - Epoch [7][200/3520] lr: 5.000e-03, eta: 1 day, 1:56:49, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.2765, loss: 3.2765, grad_norm: 7.5262 2021-08-17 02:28:20,761 - mmaction - INFO - Epoch [7][220/3520] lr: 5.000e-03, eta: 1 day, 1:56:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5083, loss_cls: 3.2742, loss: 3.2742, grad_norm: 7.5874 2021-08-17 02:28:32,226 - mmaction - INFO - Epoch [7][240/3520] lr: 5.000e-03, eta: 1 day, 1:56:16, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5115, loss_cls: 3.3157, loss: 3.3157, grad_norm: 7.6651 2021-08-17 02:28:43,715 - mmaction - INFO - Epoch [7][260/3520] lr: 5.000e-03, eta: 1 day, 1:56:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5031, loss_cls: 3.2844, loss: 3.2844, grad_norm: 7.5977 2021-08-17 02:28:55,205 - mmaction - INFO - Epoch [7][280/3520] lr: 5.000e-03, eta: 1 day, 1:55:44, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5375, loss_cls: 3.2649, loss: 3.2649, grad_norm: 7.3965 2021-08-17 02:29:06,627 - mmaction - INFO - Epoch [7][300/3520] lr: 5.000e-03, eta: 1 day, 1:55:27, time: 0.570, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.4958, loss_cls: 3.3785, loss: 3.3785, grad_norm: 7.4542 2021-08-17 02:29:18,074 - mmaction - INFO - Epoch [7][320/3520] lr: 5.000e-03, eta: 1 day, 1:55:10, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5146, loss_cls: 3.2875, loss: 3.2875, grad_norm: 7.2830 2021-08-17 02:29:29,700 - mmaction - INFO - Epoch [7][340/3520] lr: 5.000e-03, eta: 1 day, 1:54:55, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4896, loss_cls: 3.4541, loss: 3.4541, grad_norm: 7.7750 2021-08-17 02:29:41,189 - mmaction - INFO - Epoch [7][360/3520] lr: 5.000e-03, eta: 1 day, 1:54:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5229, loss_cls: 3.3370, loss: 3.3370, grad_norm: 7.5277 2021-08-17 02:29:52,657 - mmaction - INFO - Epoch [7][380/3520] lr: 5.000e-03, eta: 1 day, 1:54:22, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5115, loss_cls: 3.3126, loss: 3.3126, grad_norm: 7.2147 2021-08-17 02:30:04,209 - mmaction - INFO - Epoch [7][400/3520] lr: 5.000e-03, eta: 1 day, 1:54:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5219, loss_cls: 3.3123, loss: 3.3123, grad_norm: 7.3047 2021-08-17 02:30:15,694 - mmaction - INFO - Epoch [7][420/3520] lr: 5.000e-03, eta: 1 day, 1:53:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.4906, loss_cls: 3.3720, loss: 3.3720, grad_norm: 7.1885 2021-08-17 02:30:27,163 - mmaction - INFO - Epoch [7][440/3520] lr: 5.000e-03, eta: 1 day, 1:53:34, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5125, loss_cls: 3.3567, loss: 3.3567, grad_norm: 7.3953 2021-08-17 02:30:38,649 - mmaction - INFO - Epoch [7][460/3520] lr: 5.000e-03, eta: 1 day, 1:53:18, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2219, top5_acc: 0.5094, loss_cls: 3.3551, loss: 3.3551, grad_norm: 7.6469 2021-08-17 02:30:50,175 - mmaction - INFO - Epoch [7][480/3520] lr: 5.000e-03, eta: 1 day, 1:53:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5083, loss_cls: 3.3491, loss: 3.3491, grad_norm: 7.4126 2021-08-17 02:31:01,703 - mmaction - INFO - Epoch [7][500/3520] lr: 5.000e-03, eta: 1 day, 1:52:46, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5302, loss_cls: 3.3103, loss: 3.3103, grad_norm: 7.6321 2021-08-17 02:31:13,159 - mmaction - INFO - Epoch [7][520/3520] lr: 5.000e-03, eta: 1 day, 1:52:29, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5188, loss_cls: 3.2991, loss: 3.2991, grad_norm: 7.5188 2021-08-17 02:31:24,640 - mmaction - INFO - Epoch [7][540/3520] lr: 5.000e-03, eta: 1 day, 1:52:13, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5292, loss_cls: 3.3247, loss: 3.3247, grad_norm: 7.3335 2021-08-17 02:31:36,085 - mmaction - INFO - Epoch [7][560/3520] lr: 5.000e-03, eta: 1 day, 1:51:57, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2125, top5_acc: 0.4885, loss_cls: 3.4214, loss: 3.4214, grad_norm: 7.5076 2021-08-17 02:31:47,615 - mmaction - INFO - Epoch [7][580/3520] lr: 5.000e-03, eta: 1 day, 1:51:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2104, top5_acc: 0.5021, loss_cls: 3.3971, loss: 3.3971, grad_norm: 7.4960 2021-08-17 02:31:59,072 - mmaction - INFO - Epoch [7][600/3520] lr: 5.000e-03, eta: 1 day, 1:51:24, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5042, loss_cls: 3.3683, loss: 3.3683, grad_norm: 7.5941 2021-08-17 02:32:10,637 - mmaction - INFO - Epoch [7][620/3520] lr: 5.000e-03, eta: 1 day, 1:51:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5229, loss_cls: 3.2737, loss: 3.2737, grad_norm: 7.5815 2021-08-17 02:32:22,138 - mmaction - INFO - Epoch [7][640/3520] lr: 5.000e-03, eta: 1 day, 1:50:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5177, loss_cls: 3.2937, loss: 3.2937, grad_norm: 7.1820 2021-08-17 02:32:33,655 - mmaction - INFO - Epoch [7][660/3520] lr: 5.000e-03, eta: 1 day, 1:50:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4885, loss_cls: 3.3931, loss: 3.3931, grad_norm: 7.2515 2021-08-17 02:32:45,076 - mmaction - INFO - Epoch [7][680/3520] lr: 5.000e-03, eta: 1 day, 1:50:20, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.2820, loss: 3.2820, grad_norm: 7.5774 2021-08-17 02:32:56,565 - mmaction - INFO - Epoch [7][700/3520] lr: 5.000e-03, eta: 1 day, 1:50:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5042, loss_cls: 3.2807, loss: 3.2807, grad_norm: 7.5167 2021-08-17 02:33:07,998 - mmaction - INFO - Epoch [7][720/3520] lr: 5.000e-03, eta: 1 day, 1:49:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.4854, loss_cls: 3.3770, loss: 3.3770, grad_norm: 7.4134 2021-08-17 02:33:19,468 - mmaction - INFO - Epoch [7][740/3520] lr: 5.000e-03, eta: 1 day, 1:49:31, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.1875, top5_acc: 0.4854, loss_cls: 3.4043, loss: 3.4043, grad_norm: 7.3735 2021-08-17 02:33:30,930 - mmaction - INFO - Epoch [7][760/3520] lr: 5.000e-03, eta: 1 day, 1:49:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5240, loss_cls: 3.2504, loss: 3.2504, grad_norm: 7.4077 2021-08-17 02:33:42,440 - mmaction - INFO - Epoch [7][780/3520] lr: 5.000e-03, eta: 1 day, 1:48:59, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5240, loss_cls: 3.3255, loss: 3.3255, grad_norm: 7.3668 2021-08-17 02:33:53,858 - mmaction - INFO - Epoch [7][800/3520] lr: 5.000e-03, eta: 1 day, 1:48:42, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.4948, loss_cls: 3.3493, loss: 3.3493, grad_norm: 7.4313 2021-08-17 02:34:05,388 - mmaction - INFO - Epoch [7][820/3520] lr: 5.000e-03, eta: 1 day, 1:48:26, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5062, loss_cls: 3.3630, loss: 3.3630, grad_norm: 7.5612 2021-08-17 02:34:16,881 - mmaction - INFO - Epoch [7][840/3520] lr: 5.000e-03, eta: 1 day, 1:48:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5250, loss_cls: 3.2560, loss: 3.2560, grad_norm: 7.5412 2021-08-17 02:34:28,343 - mmaction - INFO - Epoch [7][860/3520] lr: 5.000e-03, eta: 1 day, 1:47:54, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5250, loss_cls: 3.3171, loss: 3.3171, grad_norm: 7.5368 2021-08-17 02:34:39,839 - mmaction - INFO - Epoch [7][880/3520] lr: 5.000e-03, eta: 1 day, 1:47:38, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5542, loss_cls: 3.2187, loss: 3.2187, grad_norm: 7.4240 2021-08-17 02:34:51,367 - mmaction - INFO - Epoch [7][900/3520] lr: 5.000e-03, eta: 1 day, 1:47:22, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2385, top5_acc: 0.4885, loss_cls: 3.3679, loss: 3.3679, grad_norm: 7.6023 2021-08-17 02:35:02,791 - mmaction - INFO - Epoch [7][920/3520] lr: 5.000e-03, eta: 1 day, 1:47:06, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5125, loss_cls: 3.2932, loss: 3.2932, grad_norm: 7.5232 2021-08-17 02:35:14,300 - mmaction - INFO - Epoch [7][940/3520] lr: 5.000e-03, eta: 1 day, 1:46:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5031, loss_cls: 3.3110, loss: 3.3110, grad_norm: 7.4895 2021-08-17 02:35:25,737 - mmaction - INFO - Epoch [7][960/3520] lr: 5.000e-03, eta: 1 day, 1:46:34, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.3589, loss: 3.3589, grad_norm: 7.3174 2021-08-17 02:35:37,228 - mmaction - INFO - Epoch [7][980/3520] lr: 5.000e-03, eta: 1 day, 1:46:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2219, top5_acc: 0.5010, loss_cls: 3.3747, loss: 3.3747, grad_norm: 7.4277 2021-08-17 02:35:48,773 - mmaction - INFO - Epoch [7][1000/3520] lr: 5.000e-03, eta: 1 day, 1:46:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5135, loss_cls: 3.3003, loss: 3.3003, grad_norm: 7.6622 2021-08-17 02:36:00,242 - mmaction - INFO - Epoch [7][1020/3520] lr: 5.000e-03, eta: 1 day, 1:45:45, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5073, loss_cls: 3.3110, loss: 3.3110, grad_norm: 7.6170 2021-08-17 02:36:11,685 - mmaction - INFO - Epoch [7][1040/3520] lr: 5.000e-03, eta: 1 day, 1:45:29, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5094, loss_cls: 3.3900, loss: 3.3900, grad_norm: 7.6037 2021-08-17 02:36:23,321 - mmaction - INFO - Epoch [7][1060/3520] lr: 5.000e-03, eta: 1 day, 1:45:14, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.3357, loss: 3.3357, grad_norm: 7.3516 2021-08-17 02:36:34,765 - mmaction - INFO - Epoch [7][1080/3520] lr: 5.000e-03, eta: 1 day, 1:44:58, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.3069, loss: 3.3069, grad_norm: 7.5495 2021-08-17 02:36:46,311 - mmaction - INFO - Epoch [7][1100/3520] lr: 5.000e-03, eta: 1 day, 1:44:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2250, top5_acc: 0.4833, loss_cls: 3.3946, loss: 3.3946, grad_norm: 7.2523 2021-08-17 02:36:57,807 - mmaction - INFO - Epoch [7][1120/3520] lr: 5.000e-03, eta: 1 day, 1:44:27, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5104, loss_cls: 3.3570, loss: 3.3570, grad_norm: 7.4223 2021-08-17 02:37:09,305 - mmaction - INFO - Epoch [7][1140/3520] lr: 5.000e-03, eta: 1 day, 1:44:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5031, loss_cls: 3.3185, loss: 3.3185, grad_norm: 7.3589 2021-08-17 02:37:20,823 - mmaction - INFO - Epoch [7][1160/3520] lr: 5.000e-03, eta: 1 day, 1:43:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5000, loss_cls: 3.3512, loss: 3.3512, grad_norm: 7.5450 2021-08-17 02:37:32,329 - mmaction - INFO - Epoch [7][1180/3520] lr: 5.000e-03, eta: 1 day, 1:43:39, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5146, loss_cls: 3.2526, loss: 3.2526, grad_norm: 7.0970 2021-08-17 02:37:43,765 - mmaction - INFO - Epoch [7][1200/3520] lr: 5.000e-03, eta: 1 day, 1:43:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.2419, loss: 3.2419, grad_norm: 7.4112 2021-08-17 02:37:55,339 - mmaction - INFO - Epoch [7][1220/3520] lr: 5.000e-03, eta: 1 day, 1:43:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5260, loss_cls: 3.2510, loss: 3.2510, grad_norm: 7.3652 2021-08-17 02:38:06,805 - mmaction - INFO - Epoch [7][1240/3520] lr: 5.000e-03, eta: 1 day, 1:42:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.4979, loss_cls: 3.3436, loss: 3.3436, grad_norm: 7.5469 2021-08-17 02:38:18,309 - mmaction - INFO - Epoch [7][1260/3520] lr: 5.000e-03, eta: 1 day, 1:42:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2229, top5_acc: 0.5177, loss_cls: 3.2986, loss: 3.2986, grad_norm: 7.6390 2021-08-17 02:38:29,770 - mmaction - INFO - Epoch [7][1280/3520] lr: 5.000e-03, eta: 1 day, 1:42:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5135, loss_cls: 3.3424, loss: 3.3424, grad_norm: 7.5868 2021-08-17 02:38:41,293 - mmaction - INFO - Epoch [7][1300/3520] lr: 5.000e-03, eta: 1 day, 1:42:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5260, loss_cls: 3.3533, loss: 3.3533, grad_norm: 7.5274 2021-08-17 02:38:52,805 - mmaction - INFO - Epoch [7][1320/3520] lr: 5.000e-03, eta: 1 day, 1:41:48, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5031, loss_cls: 3.3371, loss: 3.3371, grad_norm: 7.5877 2021-08-17 02:39:04,411 - mmaction - INFO - Epoch [7][1340/3520] lr: 5.000e-03, eta: 1 day, 1:41:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5052, loss_cls: 3.3622, loss: 3.3622, grad_norm: 7.5606 2021-08-17 02:39:15,847 - mmaction - INFO - Epoch [7][1360/3520] lr: 5.000e-03, eta: 1 day, 1:41:17, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5125, loss_cls: 3.3351, loss: 3.3351, grad_norm: 7.5824 2021-08-17 02:39:27,315 - mmaction - INFO - Epoch [7][1380/3520] lr: 5.000e-03, eta: 1 day, 1:41:01, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5188, loss_cls: 3.2737, loss: 3.2737, grad_norm: 7.5808 2021-08-17 02:39:38,767 - mmaction - INFO - Epoch [7][1400/3520] lr: 5.000e-03, eta: 1 day, 1:40:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.2408, loss: 3.2408, grad_norm: 7.4603 2021-08-17 02:39:50,328 - mmaction - INFO - Epoch [7][1420/3520] lr: 5.000e-03, eta: 1 day, 1:40:29, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5073, loss_cls: 3.2772, loss: 3.2772, grad_norm: 7.5870 2021-08-17 02:40:01,798 - mmaction - INFO - Epoch [7][1440/3520] lr: 5.000e-03, eta: 1 day, 1:40:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5146, loss_cls: 3.3121, loss: 3.3121, grad_norm: 7.7359 2021-08-17 02:40:13,215 - mmaction - INFO - Epoch [7][1460/3520] lr: 5.000e-03, eta: 1 day, 1:39:57, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.3019, loss: 3.3019, grad_norm: 7.5685 2021-08-17 02:40:24,717 - mmaction - INFO - Epoch [7][1480/3520] lr: 5.000e-03, eta: 1 day, 1:39:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5094, loss_cls: 3.3065, loss: 3.3065, grad_norm: 7.3524 2021-08-17 02:40:36,250 - mmaction - INFO - Epoch [7][1500/3520] lr: 5.000e-03, eta: 1 day, 1:39:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5083, loss_cls: 3.3548, loss: 3.3548, grad_norm: 7.3807 2021-08-17 02:40:47,769 - mmaction - INFO - Epoch [7][1520/3520] lr: 5.000e-03, eta: 1 day, 1:39:10, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5073, loss_cls: 3.3128, loss: 3.3128, grad_norm: 7.4117 2021-08-17 02:40:59,235 - mmaction - INFO - Epoch [7][1540/3520] lr: 5.000e-03, eta: 1 day, 1:38:54, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5104, loss_cls: 3.3064, loss: 3.3064, grad_norm: 7.4848 2021-08-17 02:41:10,685 - mmaction - INFO - Epoch [7][1560/3520] lr: 5.000e-03, eta: 1 day, 1:38:38, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2250, top5_acc: 0.4948, loss_cls: 3.3888, loss: 3.3888, grad_norm: 7.6222 2021-08-17 02:41:22,163 - mmaction - INFO - Epoch [7][1580/3520] lr: 5.000e-03, eta: 1 day, 1:38:22, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.4875, loss_cls: 3.3359, loss: 3.3359, grad_norm: 7.4214 2021-08-17 02:41:33,631 - mmaction - INFO - Epoch [7][1600/3520] lr: 5.000e-03, eta: 1 day, 1:38:07, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5083, loss_cls: 3.3290, loss: 3.3290, grad_norm: 7.3519 2021-08-17 02:41:45,131 - mmaction - INFO - Epoch [7][1620/3520] lr: 5.000e-03, eta: 1 day, 1:37:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5083, loss_cls: 3.2901, loss: 3.2901, grad_norm: 7.4089 2021-08-17 02:41:56,605 - mmaction - INFO - Epoch [7][1640/3520] lr: 5.000e-03, eta: 1 day, 1:37:35, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5010, loss_cls: 3.3591, loss: 3.3591, grad_norm: 7.4038 2021-08-17 02:42:08,087 - mmaction - INFO - Epoch [7][1660/3520] lr: 5.000e-03, eta: 1 day, 1:37:19, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.2595, loss: 3.2595, grad_norm: 7.6512 2021-08-17 02:42:19,564 - mmaction - INFO - Epoch [7][1680/3520] lr: 5.000e-03, eta: 1 day, 1:37:03, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2354, top5_acc: 0.4990, loss_cls: 3.3070, loss: 3.3070, grad_norm: 7.4612 2021-08-17 02:42:31,050 - mmaction - INFO - Epoch [7][1700/3520] lr: 5.000e-03, eta: 1 day, 1:36:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5333, loss_cls: 3.2778, loss: 3.2778, grad_norm: 7.5689 2021-08-17 02:42:42,487 - mmaction - INFO - Epoch [7][1720/3520] lr: 5.000e-03, eta: 1 day, 1:36:32, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4979, loss_cls: 3.3451, loss: 3.3451, grad_norm: 7.4449 2021-08-17 02:42:53,923 - mmaction - INFO - Epoch [7][1740/3520] lr: 5.000e-03, eta: 1 day, 1:36:15, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5208, loss_cls: 3.2440, loss: 3.2440, grad_norm: 7.3407 2021-08-17 02:43:05,446 - mmaction - INFO - Epoch [7][1760/3520] lr: 5.000e-03, eta: 1 day, 1:36:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5188, loss_cls: 3.2953, loss: 3.2953, grad_norm: 7.4941 2021-08-17 02:43:16,947 - mmaction - INFO - Epoch [7][1780/3520] lr: 5.000e-03, eta: 1 day, 1:35:44, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2229, top5_acc: 0.4979, loss_cls: 3.3614, loss: 3.3614, grad_norm: 7.6504 2021-08-17 02:43:28,474 - mmaction - INFO - Epoch [7][1800/3520] lr: 5.000e-03, eta: 1 day, 1:35:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4750, loss_cls: 3.4027, loss: 3.4027, grad_norm: 7.3965 2021-08-17 02:43:39,968 - mmaction - INFO - Epoch [7][1820/3520] lr: 5.000e-03, eta: 1 day, 1:35:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2094, top5_acc: 0.4927, loss_cls: 3.4460, loss: 3.4460, grad_norm: 7.5120 2021-08-17 02:43:51,417 - mmaction - INFO - Epoch [7][1840/3520] lr: 5.000e-03, eta: 1 day, 1:34:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4896, loss_cls: 3.3857, loss: 3.3857, grad_norm: 7.6282 2021-08-17 02:44:02,871 - mmaction - INFO - Epoch [7][1860/3520] lr: 5.000e-03, eta: 1 day, 1:34:41, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5167, loss_cls: 3.3054, loss: 3.3054, grad_norm: 7.5558 2021-08-17 02:44:14,373 - mmaction - INFO - Epoch [7][1880/3520] lr: 5.000e-03, eta: 1 day, 1:34:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5167, loss_cls: 3.2229, loss: 3.2229, grad_norm: 7.3690 2021-08-17 02:44:25,847 - mmaction - INFO - Epoch [7][1900/3520] lr: 5.000e-03, eta: 1 day, 1:34:10, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5177, loss_cls: 3.2657, loss: 3.2657, grad_norm: 7.5019 2021-08-17 02:44:37,356 - mmaction - INFO - Epoch [7][1920/3520] lr: 5.000e-03, eta: 1 day, 1:33:55, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2135, top5_acc: 0.5115, loss_cls: 3.3089, loss: 3.3089, grad_norm: 7.4537 2021-08-17 02:44:48,834 - mmaction - INFO - Epoch [7][1940/3520] lr: 5.000e-03, eta: 1 day, 1:33:39, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5094, loss_cls: 3.3382, loss: 3.3382, grad_norm: 7.4404 2021-08-17 02:45:00,371 - mmaction - INFO - Epoch [7][1960/3520] lr: 5.000e-03, eta: 1 day, 1:33:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5406, loss_cls: 3.2602, loss: 3.2602, grad_norm: 7.5381 2021-08-17 02:45:11,869 - mmaction - INFO - Epoch [7][1980/3520] lr: 5.000e-03, eta: 1 day, 1:33:08, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5281, loss_cls: 3.2566, loss: 3.2566, grad_norm: 7.6208 2021-08-17 02:45:23,309 - mmaction - INFO - Epoch [7][2000/3520] lr: 5.000e-03, eta: 1 day, 1:32:52, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5000, loss_cls: 3.3524, loss: 3.3524, grad_norm: 7.4997 2021-08-17 02:45:34,953 - mmaction - INFO - Epoch [7][2020/3520] lr: 5.000e-03, eta: 1 day, 1:32:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.5250, loss_cls: 3.3144, loss: 3.3144, grad_norm: 7.4770 2021-08-17 02:45:46,403 - mmaction - INFO - Epoch [7][2040/3520] lr: 5.000e-03, eta: 1 day, 1:32:22, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5281, loss_cls: 3.2647, loss: 3.2647, grad_norm: 7.3822 2021-08-17 02:45:57,902 - mmaction - INFO - Epoch [7][2060/3520] lr: 5.000e-03, eta: 1 day, 1:32:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5167, loss_cls: 3.3265, loss: 3.3265, grad_norm: 7.4202 2021-08-17 02:46:09,342 - mmaction - INFO - Epoch [7][2080/3520] lr: 5.000e-03, eta: 1 day, 1:31:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5250, loss_cls: 3.2154, loss: 3.2154, grad_norm: 7.5180 2021-08-17 02:46:20,874 - mmaction - INFO - Epoch [7][2100/3520] lr: 5.000e-03, eta: 1 day, 1:31:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5531, loss_cls: 3.1907, loss: 3.1907, grad_norm: 7.5516 2021-08-17 02:46:32,355 - mmaction - INFO - Epoch [7][2120/3520] lr: 5.000e-03, eta: 1 day, 1:31:19, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5073, loss_cls: 3.3935, loss: 3.3935, grad_norm: 7.4541 2021-08-17 02:46:43,978 - mmaction - INFO - Epoch [7][2140/3520] lr: 5.000e-03, eta: 1 day, 1:31:04, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.4979, loss_cls: 3.2918, loss: 3.2918, grad_norm: 7.5622 2021-08-17 02:46:55,443 - mmaction - INFO - Epoch [7][2160/3520] lr: 5.000e-03, eta: 1 day, 1:30:49, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2354, top5_acc: 0.4927, loss_cls: 3.3699, loss: 3.3699, grad_norm: 7.4288 2021-08-17 02:47:06,945 - mmaction - INFO - Epoch [7][2180/3520] lr: 5.000e-03, eta: 1 day, 1:30:33, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5271, loss_cls: 3.2925, loss: 3.2925, grad_norm: 7.4075 2021-08-17 02:47:18,451 - mmaction - INFO - Epoch [7][2200/3520] lr: 5.000e-03, eta: 1 day, 1:30:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.4969, loss_cls: 3.3515, loss: 3.3515, grad_norm: 7.3539 2021-08-17 02:47:29,944 - mmaction - INFO - Epoch [7][2220/3520] lr: 5.000e-03, eta: 1 day, 1:30:02, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4958, loss_cls: 3.3813, loss: 3.3813, grad_norm: 7.3881 2021-08-17 02:47:41,377 - mmaction - INFO - Epoch [7][2240/3520] lr: 5.000e-03, eta: 1 day, 1:29:46, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5156, loss_cls: 3.3281, loss: 3.3281, grad_norm: 7.7962 2021-08-17 02:47:52,935 - mmaction - INFO - Epoch [7][2260/3520] lr: 5.000e-03, eta: 1 day, 1:29:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5010, loss_cls: 3.3225, loss: 3.3225, grad_norm: 7.3599 2021-08-17 02:48:04,338 - mmaction - INFO - Epoch [7][2280/3520] lr: 5.000e-03, eta: 1 day, 1:29:15, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5167, loss_cls: 3.3376, loss: 3.3376, grad_norm: 7.5435 2021-08-17 02:48:15,834 - mmaction - INFO - Epoch [7][2300/3520] lr: 5.000e-03, eta: 1 day, 1:29:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.5115, loss_cls: 3.3520, loss: 3.3520, grad_norm: 7.7487 2021-08-17 02:48:27,277 - mmaction - INFO - Epoch [7][2320/3520] lr: 5.000e-03, eta: 1 day, 1:28:44, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5177, loss_cls: 3.2595, loss: 3.2595, grad_norm: 7.4234 2021-08-17 02:48:38,900 - mmaction - INFO - Epoch [7][2340/3520] lr: 5.000e-03, eta: 1 day, 1:28:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5188, loss_cls: 3.2613, loss: 3.2613, grad_norm: 7.5342 2021-08-17 02:48:50,394 - mmaction - INFO - Epoch [7][2360/3520] lr: 5.000e-03, eta: 1 day, 1:28:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5281, loss_cls: 3.2354, loss: 3.2354, grad_norm: 7.5817 2021-08-17 02:49:01,899 - mmaction - INFO - Epoch [7][2380/3520] lr: 5.000e-03, eta: 1 day, 1:27:58, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2104, top5_acc: 0.4885, loss_cls: 3.3973, loss: 3.3973, grad_norm: 7.4594 2021-08-17 02:49:13,336 - mmaction - INFO - Epoch [7][2400/3520] lr: 5.000e-03, eta: 1 day, 1:27:43, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5271, loss_cls: 3.3123, loss: 3.3123, grad_norm: 7.3769 2021-08-17 02:49:24,848 - mmaction - INFO - Epoch [7][2420/3520] lr: 5.000e-03, eta: 1 day, 1:27:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.4969, loss_cls: 3.3528, loss: 3.3528, grad_norm: 7.5480 2021-08-17 02:49:36,371 - mmaction - INFO - Epoch [7][2440/3520] lr: 5.000e-03, eta: 1 day, 1:27:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5240, loss_cls: 3.3006, loss: 3.3006, grad_norm: 7.6553 2021-08-17 02:49:47,870 - mmaction - INFO - Epoch [7][2460/3520] lr: 5.000e-03, eta: 1 day, 1:26:56, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5083, loss_cls: 3.3267, loss: 3.3267, grad_norm: 7.5583 2021-08-17 02:49:59,328 - mmaction - INFO - Epoch [7][2480/3520] lr: 5.000e-03, eta: 1 day, 1:26:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5208, loss_cls: 3.2454, loss: 3.2454, grad_norm: 7.3158 2021-08-17 02:50:10,848 - mmaction - INFO - Epoch [7][2500/3520] lr: 5.000e-03, eta: 1 day, 1:26:25, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.4958, loss_cls: 3.3546, loss: 3.3546, grad_norm: 7.5705 2021-08-17 02:50:22,368 - mmaction - INFO - Epoch [7][2520/3520] lr: 5.000e-03, eta: 1 day, 1:26:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.3588, loss: 3.3588, grad_norm: 7.5584 2021-08-17 02:50:33,841 - mmaction - INFO - Epoch [7][2540/3520] lr: 5.000e-03, eta: 1 day, 1:25:55, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5042, loss_cls: 3.3524, loss: 3.3524, grad_norm: 7.6382 2021-08-17 02:50:45,308 - mmaction - INFO - Epoch [7][2560/3520] lr: 5.000e-03, eta: 1 day, 1:25:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5188, loss_cls: 3.3198, loss: 3.3198, grad_norm: 7.4684 2021-08-17 02:50:56,767 - mmaction - INFO - Epoch [7][2580/3520] lr: 5.000e-03, eta: 1 day, 1:25:23, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5365, loss_cls: 3.2315, loss: 3.2315, grad_norm: 7.2374 2021-08-17 02:51:08,320 - mmaction - INFO - Epoch [7][2600/3520] lr: 5.000e-03, eta: 1 day, 1:25:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5583, loss_cls: 3.1145, loss: 3.1145, grad_norm: 7.2829 2021-08-17 02:51:19,869 - mmaction - INFO - Epoch [7][2620/3520] lr: 5.000e-03, eta: 1 day, 1:24:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5188, loss_cls: 3.2913, loss: 3.2913, grad_norm: 7.7148 2021-08-17 02:51:31,373 - mmaction - INFO - Epoch [7][2640/3520] lr: 5.000e-03, eta: 1 day, 1:24:38, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2188, top5_acc: 0.5302, loss_cls: 3.3311, loss: 3.3311, grad_norm: 7.6017 2021-08-17 02:51:42,820 - mmaction - INFO - Epoch [7][2660/3520] lr: 5.000e-03, eta: 1 day, 1:24:22, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5146, loss_cls: 3.3402, loss: 3.3402, grad_norm: 7.4345 2021-08-17 02:51:54,258 - mmaction - INFO - Epoch [7][2680/3520] lr: 5.000e-03, eta: 1 day, 1:24:07, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5281, loss_cls: 3.2447, loss: 3.2447, grad_norm: 7.4491 2021-08-17 02:52:05,694 - mmaction - INFO - Epoch [7][2700/3520] lr: 5.000e-03, eta: 1 day, 1:23:51, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5156, loss_cls: 3.3662, loss: 3.3662, grad_norm: 7.5859 2021-08-17 02:52:17,199 - mmaction - INFO - Epoch [7][2720/3520] lr: 5.000e-03, eta: 1 day, 1:23:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5146, loss_cls: 3.3151, loss: 3.3151, grad_norm: 7.4519 2021-08-17 02:52:28,735 - mmaction - INFO - Epoch [7][2740/3520] lr: 5.000e-03, eta: 1 day, 1:23:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5240, loss_cls: 3.2545, loss: 3.2545, grad_norm: 7.5534 2021-08-17 02:52:40,218 - mmaction - INFO - Epoch [7][2760/3520] lr: 5.000e-03, eta: 1 day, 1:23:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5229, loss_cls: 3.2991, loss: 3.2991, grad_norm: 7.5147 2021-08-17 02:52:51,734 - mmaction - INFO - Epoch [7][2780/3520] lr: 5.000e-03, eta: 1 day, 1:22:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.4938, loss_cls: 3.3601, loss: 3.3601, grad_norm: 7.4679 2021-08-17 02:53:03,178 - mmaction - INFO - Epoch [7][2800/3520] lr: 5.000e-03, eta: 1 day, 1:22:35, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5125, loss_cls: 3.2944, loss: 3.2944, grad_norm: 7.4009 2021-08-17 02:53:14,665 - mmaction - INFO - Epoch [7][2820/3520] lr: 5.000e-03, eta: 1 day, 1:22:19, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4823, loss_cls: 3.3341, loss: 3.3341, grad_norm: 7.4861 2021-08-17 02:53:26,144 - mmaction - INFO - Epoch [7][2840/3520] lr: 5.000e-03, eta: 1 day, 1:22:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5000, loss_cls: 3.3478, loss: 3.3478, grad_norm: 7.8644 2021-08-17 02:53:37,727 - mmaction - INFO - Epoch [7][2860/3520] lr: 5.000e-03, eta: 1 day, 1:21:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5146, loss_cls: 3.3502, loss: 3.3502, grad_norm: 7.5349 2021-08-17 02:53:49,238 - mmaction - INFO - Epoch [7][2880/3520] lr: 5.000e-03, eta: 1 day, 1:21:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5365, loss_cls: 3.2105, loss: 3.2105, grad_norm: 7.0240 2021-08-17 02:54:00,714 - mmaction - INFO - Epoch [7][2900/3520] lr: 5.000e-03, eta: 1 day, 1:21:18, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5021, loss_cls: 3.3694, loss: 3.3694, grad_norm: 7.3270 2021-08-17 02:54:12,172 - mmaction - INFO - Epoch [7][2920/3520] lr: 5.000e-03, eta: 1 day, 1:21:03, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5323, loss_cls: 3.2091, loss: 3.2091, grad_norm: 7.5365 2021-08-17 02:54:23,686 - mmaction - INFO - Epoch [7][2940/3520] lr: 5.000e-03, eta: 1 day, 1:20:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.4917, loss_cls: 3.3763, loss: 3.3763, grad_norm: 7.6434 2021-08-17 02:54:35,151 - mmaction - INFO - Epoch [7][2960/3520] lr: 5.000e-03, eta: 1 day, 1:20:32, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5167, loss_cls: 3.2666, loss: 3.2666, grad_norm: 7.5024 2021-08-17 02:54:46,660 - mmaction - INFO - Epoch [7][2980/3520] lr: 5.000e-03, eta: 1 day, 1:20:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5312, loss_cls: 3.2918, loss: 3.2918, grad_norm: 7.6227 2021-08-17 02:54:58,134 - mmaction - INFO - Epoch [7][3000/3520] lr: 5.000e-03, eta: 1 day, 1:20:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5146, loss_cls: 3.3506, loss: 3.3506, grad_norm: 7.5715 2021-08-17 02:55:09,632 - mmaction - INFO - Epoch [7][3020/3520] lr: 5.000e-03, eta: 1 day, 1:19:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2073, top5_acc: 0.4885, loss_cls: 3.3457, loss: 3.3457, grad_norm: 7.7189 2021-08-17 02:55:21,089 - mmaction - INFO - Epoch [7][3040/3520] lr: 5.000e-03, eta: 1 day, 1:19:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5260, loss_cls: 3.3226, loss: 3.3226, grad_norm: 7.5390 2021-08-17 02:55:32,609 - mmaction - INFO - Epoch [7][3060/3520] lr: 5.000e-03, eta: 1 day, 1:19:16, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.2926, loss: 3.2926, grad_norm: 7.3477 2021-08-17 02:55:44,036 - mmaction - INFO - Epoch [7][3080/3520] lr: 5.000e-03, eta: 1 day, 1:19:00, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.2354, top5_acc: 0.4792, loss_cls: 3.4075, loss: 3.4075, grad_norm: 7.6852 2021-08-17 02:55:55,558 - mmaction - INFO - Epoch [7][3100/3520] lr: 5.000e-03, eta: 1 day, 1:18:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5177, loss_cls: 3.3266, loss: 3.3266, grad_norm: 7.6731 2021-08-17 02:56:07,085 - mmaction - INFO - Epoch [7][3120/3520] lr: 5.000e-03, eta: 1 day, 1:18:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2062, top5_acc: 0.4771, loss_cls: 3.4891, loss: 3.4891, grad_norm: 7.5028 2021-08-17 02:56:18,615 - mmaction - INFO - Epoch [7][3140/3520] lr: 5.000e-03, eta: 1 day, 1:18:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.4969, loss_cls: 3.3627, loss: 3.3627, grad_norm: 7.3568 2021-08-17 02:56:30,113 - mmaction - INFO - Epoch [7][3160/3520] lr: 5.000e-03, eta: 1 day, 1:18:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4802, loss_cls: 3.3829, loss: 3.3829, grad_norm: 7.4658 2021-08-17 02:56:41,574 - mmaction - INFO - Epoch [7][3180/3520] lr: 5.000e-03, eta: 1 day, 1:17:44, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5052, loss_cls: 3.3703, loss: 3.3703, grad_norm: 7.4817 2021-08-17 02:56:53,036 - mmaction - INFO - Epoch [7][3200/3520] lr: 5.000e-03, eta: 1 day, 1:17:29, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5240, loss_cls: 3.3136, loss: 3.3136, grad_norm: 7.4977 2021-08-17 02:57:04,527 - mmaction - INFO - Epoch [7][3220/3520] lr: 5.000e-03, eta: 1 day, 1:17:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.5031, loss_cls: 3.3542, loss: 3.3542, grad_norm: 7.3400 2021-08-17 02:57:16,001 - mmaction - INFO - Epoch [7][3240/3520] lr: 5.000e-03, eta: 1 day, 1:16:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5042, loss_cls: 3.3279, loss: 3.3279, grad_norm: 7.3514 2021-08-17 02:57:27,461 - mmaction - INFO - Epoch [7][3260/3520] lr: 5.000e-03, eta: 1 day, 1:16:43, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5375, loss_cls: 3.2549, loss: 3.2549, grad_norm: 7.3091 2021-08-17 02:57:38,980 - mmaction - INFO - Epoch [7][3280/3520] lr: 5.000e-03, eta: 1 day, 1:16:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5073, loss_cls: 3.2761, loss: 3.2761, grad_norm: 7.3439 2021-08-17 02:57:50,521 - mmaction - INFO - Epoch [7][3300/3520] lr: 5.000e-03, eta: 1 day, 1:16:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2167, top5_acc: 0.5062, loss_cls: 3.3306, loss: 3.3306, grad_norm: 7.4498 2021-08-17 02:58:01,950 - mmaction - INFO - Epoch [7][3320/3520] lr: 5.000e-03, eta: 1 day, 1:15:58, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.2562, top5_acc: 0.4948, loss_cls: 3.3570, loss: 3.3570, grad_norm: 7.5199 2021-08-17 02:58:13,504 - mmaction - INFO - Epoch [7][3340/3520] lr: 5.000e-03, eta: 1 day, 1:15:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5115, loss_cls: 3.3021, loss: 3.3021, grad_norm: 7.4922 2021-08-17 02:58:25,019 - mmaction - INFO - Epoch [7][3360/3520] lr: 5.000e-03, eta: 1 day, 1:15:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5365, loss_cls: 3.2394, loss: 3.2394, grad_norm: 7.2486 2021-08-17 02:58:36,510 - mmaction - INFO - Epoch [7][3380/3520] lr: 5.000e-03, eta: 1 day, 1:15:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5104, loss_cls: 3.2728, loss: 3.2728, grad_norm: 7.3114 2021-08-17 02:58:47,930 - mmaction - INFO - Epoch [7][3400/3520] lr: 5.000e-03, eta: 1 day, 1:14:57, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5031, loss_cls: 3.3803, loss: 3.3803, grad_norm: 7.4687 2021-08-17 02:58:59,391 - mmaction - INFO - Epoch [7][3420/3520] lr: 5.000e-03, eta: 1 day, 1:14:42, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5229, loss_cls: 3.2584, loss: 3.2584, grad_norm: 7.2815 2021-08-17 02:59:10,851 - mmaction - INFO - Epoch [7][3440/3520] lr: 5.000e-03, eta: 1 day, 1:14:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5292, loss_cls: 3.2082, loss: 3.2082, grad_norm: 7.6776 2021-08-17 02:59:22,384 - mmaction - INFO - Epoch [7][3460/3520] lr: 5.000e-03, eta: 1 day, 1:14:12, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5552, loss_cls: 3.1809, loss: 3.1809, grad_norm: 7.6148 2021-08-17 02:59:33,852 - mmaction - INFO - Epoch [7][3480/3520] lr: 5.000e-03, eta: 1 day, 1:13:56, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.4927, loss_cls: 3.3942, loss: 3.3942, grad_norm: 7.5090 2021-08-17 02:59:45,346 - mmaction - INFO - Epoch [7][3500/3520] lr: 5.000e-03, eta: 1 day, 1:13:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5042, loss_cls: 3.3547, loss: 3.3547, grad_norm: 7.4864 2021-08-17 02:59:56,558 - mmaction - INFO - Epoch [7][3520/3520] lr: 5.000e-03, eta: 1 day, 1:13:25, time: 0.562, data_time: 0.003, memory: 8335, top1_acc: 0.2609, top5_acc: 0.5500, loss_cls: 3.1264, loss: 3.1264, grad_norm: 7.2457 2021-08-17 02:59:58,631 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-08-17 03:01:18,178 - mmaction - INFO - Epoch [8][20/3520] lr: 5.000e-03, eta: 1 day, 1:20:04, time: 3.953, data_time: 3.361, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5062, loss_cls: 3.3494, loss: 3.3494, grad_norm: 7.5715 2021-08-17 03:01:29,765 - mmaction - INFO - Epoch [8][40/3520] lr: 5.000e-03, eta: 1 day, 1:19:49, time: 0.578, data_time: 0.005, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5104, loss_cls: 3.3017, loss: 3.3017, grad_norm: 7.5841 2021-08-17 03:01:41,298 - mmaction - INFO - Epoch [8][60/3520] lr: 5.000e-03, eta: 1 day, 1:19:34, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5531, loss_cls: 3.1365, loss: 3.1365, grad_norm: 7.3194 2021-08-17 03:01:52,837 - mmaction - INFO - Epoch [8][80/3520] lr: 5.000e-03, eta: 1 day, 1:19:19, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5490, loss_cls: 3.1940, loss: 3.1940, grad_norm: 7.5484 2021-08-17 03:02:04,353 - mmaction - INFO - Epoch [8][100/3520] lr: 5.000e-03, eta: 1 day, 1:19:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5115, loss_cls: 3.2471, loss: 3.2471, grad_norm: 7.2967 2021-08-17 03:02:15,873 - mmaction - INFO - Epoch [8][120/3520] lr: 5.000e-03, eta: 1 day, 1:18:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5458, loss_cls: 3.2202, loss: 3.2202, grad_norm: 7.5014 2021-08-17 03:02:27,434 - mmaction - INFO - Epoch [8][140/3520] lr: 5.000e-03, eta: 1 day, 1:18:33, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5302, loss_cls: 3.2046, loss: 3.2046, grad_norm: 7.6251 2021-08-17 03:02:38,989 - mmaction - INFO - Epoch [8][160/3520] lr: 5.000e-03, eta: 1 day, 1:18:18, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5167, loss_cls: 3.3113, loss: 3.3113, grad_norm: 7.7526 2021-08-17 03:02:50,498 - mmaction - INFO - Epoch [8][180/3520] lr: 5.000e-03, eta: 1 day, 1:18:03, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5510, loss_cls: 3.1681, loss: 3.1681, grad_norm: 7.4575 2021-08-17 03:03:02,035 - mmaction - INFO - Epoch [8][200/3520] lr: 5.000e-03, eta: 1 day, 1:17:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5417, loss_cls: 3.2160, loss: 3.2160, grad_norm: 7.2428 2021-08-17 03:03:13,602 - mmaction - INFO - Epoch [8][220/3520] lr: 5.000e-03, eta: 1 day, 1:17:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5198, loss_cls: 3.2871, loss: 3.2871, grad_norm: 7.4968 2021-08-17 03:03:25,163 - mmaction - INFO - Epoch [8][240/3520] lr: 5.000e-03, eta: 1 day, 1:17:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2167, top5_acc: 0.5146, loss_cls: 3.3293, loss: 3.3293, grad_norm: 7.4819 2021-08-17 03:03:36,740 - mmaction - INFO - Epoch [8][260/3520] lr: 5.000e-03, eta: 1 day, 1:17:03, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5104, loss_cls: 3.3180, loss: 3.3180, grad_norm: 7.7553 2021-08-17 03:03:48,234 - mmaction - INFO - Epoch [8][280/3520] lr: 5.000e-03, eta: 1 day, 1:16:47, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.3343, loss: 3.3343, grad_norm: 7.7828 2021-08-17 03:03:59,788 - mmaction - INFO - Epoch [8][300/3520] lr: 5.000e-03, eta: 1 day, 1:16:32, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.4802, loss_cls: 3.3031, loss: 3.3031, grad_norm: 7.5547 2021-08-17 03:04:11,407 - mmaction - INFO - Epoch [8][320/3520] lr: 5.000e-03, eta: 1 day, 1:16:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5135, loss_cls: 3.2577, loss: 3.2577, grad_norm: 7.7090 2021-08-17 03:04:22,932 - mmaction - INFO - Epoch [8][340/3520] lr: 5.000e-03, eta: 1 day, 1:16:02, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5115, loss_cls: 3.3093, loss: 3.3093, grad_norm: 7.7435 2021-08-17 03:04:34,519 - mmaction - INFO - Epoch [8][360/3520] lr: 5.000e-03, eta: 1 day, 1:15:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5292, loss_cls: 3.2769, loss: 3.2769, grad_norm: 7.8407 2021-08-17 03:04:45,980 - mmaction - INFO - Epoch [8][380/3520] lr: 5.000e-03, eta: 1 day, 1:15:32, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5125, loss_cls: 3.2729, loss: 3.2729, grad_norm: 7.5244 2021-08-17 03:04:57,561 - mmaction - INFO - Epoch [8][400/3520] lr: 5.000e-03, eta: 1 day, 1:15:17, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5083, loss_cls: 3.2921, loss: 3.2921, grad_norm: 7.5922 2021-08-17 03:05:09,108 - mmaction - INFO - Epoch [8][420/3520] lr: 5.000e-03, eta: 1 day, 1:15:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5031, loss_cls: 3.2855, loss: 3.2855, grad_norm: 7.4514 2021-08-17 03:05:20,629 - mmaction - INFO - Epoch [8][440/3520] lr: 5.000e-03, eta: 1 day, 1:14:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5083, loss_cls: 3.2885, loss: 3.2885, grad_norm: 7.4371 2021-08-17 03:05:32,240 - mmaction - INFO - Epoch [8][460/3520] lr: 5.000e-03, eta: 1 day, 1:14:32, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5448, loss_cls: 3.1983, loss: 3.1983, grad_norm: 7.2849 2021-08-17 03:05:43,811 - mmaction - INFO - Epoch [8][480/3520] lr: 5.000e-03, eta: 1 day, 1:14:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.2422, loss: 3.2422, grad_norm: 7.8341 2021-08-17 03:05:55,334 - mmaction - INFO - Epoch [8][500/3520] lr: 5.000e-03, eta: 1 day, 1:14:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5479, loss_cls: 3.1065, loss: 3.1065, grad_norm: 7.4772 2021-08-17 03:06:06,845 - mmaction - INFO - Epoch [8][520/3520] lr: 5.000e-03, eta: 1 day, 1:13:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5073, loss_cls: 3.2969, loss: 3.2969, grad_norm: 7.4844 2021-08-17 03:06:18,396 - mmaction - INFO - Epoch [8][540/3520] lr: 5.000e-03, eta: 1 day, 1:13:32, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5281, loss_cls: 3.1728, loss: 3.1728, grad_norm: 7.3516 2021-08-17 03:06:30,045 - mmaction - INFO - Epoch [8][560/3520] lr: 5.000e-03, eta: 1 day, 1:13:17, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5302, loss_cls: 3.2751, loss: 3.2751, grad_norm: 7.7303 2021-08-17 03:06:41,555 - mmaction - INFO - Epoch [8][580/3520] lr: 5.000e-03, eta: 1 day, 1:13:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5083, loss_cls: 3.3315, loss: 3.3315, grad_norm: 7.7802 2021-08-17 03:06:53,038 - mmaction - INFO - Epoch [8][600/3520] lr: 5.000e-03, eta: 1 day, 1:12:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5292, loss_cls: 3.2964, loss: 3.2964, grad_norm: 7.7400 2021-08-17 03:07:04,556 - mmaction - INFO - Epoch [8][620/3520] lr: 5.000e-03, eta: 1 day, 1:12:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5146, loss_cls: 3.3082, loss: 3.3082, grad_norm: 7.6693 2021-08-17 03:07:16,204 - mmaction - INFO - Epoch [8][640/3520] lr: 5.000e-03, eta: 1 day, 1:12:17, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5271, loss_cls: 3.2383, loss: 3.2383, grad_norm: 7.1619 2021-08-17 03:07:27,740 - mmaction - INFO - Epoch [8][660/3520] lr: 5.000e-03, eta: 1 day, 1:12:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5198, loss_cls: 3.2550, loss: 3.2550, grad_norm: 7.6408 2021-08-17 03:07:39,330 - mmaction - INFO - Epoch [8][680/3520] lr: 5.000e-03, eta: 1 day, 1:11:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5094, loss_cls: 3.3046, loss: 3.3046, grad_norm: 7.3953 2021-08-17 03:07:50,796 - mmaction - INFO - Epoch [8][700/3520] lr: 5.000e-03, eta: 1 day, 1:11:32, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5167, loss_cls: 3.2365, loss: 3.2365, grad_norm: 7.4082 2021-08-17 03:08:02,471 - mmaction - INFO - Epoch [8][720/3520] lr: 5.000e-03, eta: 1 day, 1:11:18, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5365, loss_cls: 3.2188, loss: 3.2188, grad_norm: 7.5976 2021-08-17 03:08:14,030 - mmaction - INFO - Epoch [8][740/3520] lr: 5.000e-03, eta: 1 day, 1:11:03, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2448, top5_acc: 0.4979, loss_cls: 3.3401, loss: 3.3401, grad_norm: 7.5050 2021-08-17 03:08:25,548 - mmaction - INFO - Epoch [8][760/3520] lr: 5.000e-03, eta: 1 day, 1:10:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5302, loss_cls: 3.3335, loss: 3.3335, grad_norm: 7.3407 2021-08-17 03:08:37,039 - mmaction - INFO - Epoch [8][780/3520] lr: 5.000e-03, eta: 1 day, 1:10:33, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5167, loss_cls: 3.3583, loss: 3.3583, grad_norm: 7.6697 2021-08-17 03:08:48,556 - mmaction - INFO - Epoch [8][800/3520] lr: 5.000e-03, eta: 1 day, 1:10:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5042, loss_cls: 3.3348, loss: 3.3348, grad_norm: 7.4598 2021-08-17 03:09:00,075 - mmaction - INFO - Epoch [8][820/3520] lr: 5.000e-03, eta: 1 day, 1:10:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5021, loss_cls: 3.3680, loss: 3.3680, grad_norm: 7.6770 2021-08-17 03:09:11,683 - mmaction - INFO - Epoch [8][840/3520] lr: 5.000e-03, eta: 1 day, 1:09:48, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5115, loss_cls: 3.3253, loss: 3.3253, grad_norm: 7.7060 2021-08-17 03:09:23,202 - mmaction - INFO - Epoch [8][860/3520] lr: 5.000e-03, eta: 1 day, 1:09:33, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5260, loss_cls: 3.1673, loss: 3.1673, grad_norm: 7.5657 2021-08-17 03:09:34,706 - mmaction - INFO - Epoch [8][880/3520] lr: 5.000e-03, eta: 1 day, 1:09:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5250, loss_cls: 3.2296, loss: 3.2296, grad_norm: 7.4095 2021-08-17 03:09:46,288 - mmaction - INFO - Epoch [8][900/3520] lr: 5.000e-03, eta: 1 day, 1:09:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5365, loss_cls: 3.2426, loss: 3.2426, grad_norm: 7.5529 2021-08-17 03:09:57,814 - mmaction - INFO - Epoch [8][920/3520] lr: 5.000e-03, eta: 1 day, 1:08:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.2589, loss: 3.2589, grad_norm: 7.3263 2021-08-17 03:10:09,400 - mmaction - INFO - Epoch [8][940/3520] lr: 5.000e-03, eta: 1 day, 1:08:33, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5406, loss_cls: 3.1693, loss: 3.1693, grad_norm: 7.3435 2021-08-17 03:10:20,952 - mmaction - INFO - Epoch [8][960/3520] lr: 5.000e-03, eta: 1 day, 1:08:18, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5156, loss_cls: 3.2759, loss: 3.2759, grad_norm: 7.7018 2021-08-17 03:10:32,542 - mmaction - INFO - Epoch [8][980/3520] lr: 5.000e-03, eta: 1 day, 1:08:04, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5135, loss_cls: 3.2113, loss: 3.2113, grad_norm: 7.5926 2021-08-17 03:10:44,110 - mmaction - INFO - Epoch [8][1000/3520] lr: 5.000e-03, eta: 1 day, 1:07:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5146, loss_cls: 3.2804, loss: 3.2804, grad_norm: 7.8865 2021-08-17 03:10:55,606 - mmaction - INFO - Epoch [8][1020/3520] lr: 5.000e-03, eta: 1 day, 1:07:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5031, loss_cls: 3.3814, loss: 3.3814, grad_norm: 7.8415 2021-08-17 03:11:07,194 - mmaction - INFO - Epoch [8][1040/3520] lr: 5.000e-03, eta: 1 day, 1:07:19, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5115, loss_cls: 3.3244, loss: 3.3244, grad_norm: 7.8718 2021-08-17 03:11:18,719 - mmaction - INFO - Epoch [8][1060/3520] lr: 5.000e-03, eta: 1 day, 1:07:04, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5052, loss_cls: 3.3096, loss: 3.3096, grad_norm: 7.6239 2021-08-17 03:11:30,229 - mmaction - INFO - Epoch [8][1080/3520] lr: 5.000e-03, eta: 1 day, 1:06:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5156, loss_cls: 3.2901, loss: 3.2901, grad_norm: 7.9962 2021-08-17 03:11:41,722 - mmaction - INFO - Epoch [8][1100/3520] lr: 5.000e-03, eta: 1 day, 1:06:34, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5094, loss_cls: 3.3214, loss: 3.3214, grad_norm: 7.5040 2021-08-17 03:11:53,249 - mmaction - INFO - Epoch [8][1120/3520] lr: 5.000e-03, eta: 1 day, 1:06:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.4979, loss_cls: 3.3726, loss: 3.3726, grad_norm: 7.6205 2021-08-17 03:12:04,807 - mmaction - INFO - Epoch [8][1140/3520] lr: 5.000e-03, eta: 1 day, 1:06:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.4990, loss_cls: 3.3495, loss: 3.3495, grad_norm: 7.7893 2021-08-17 03:12:16,391 - mmaction - INFO - Epoch [8][1160/3520] lr: 5.000e-03, eta: 1 day, 1:05:49, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5000, loss_cls: 3.3163, loss: 3.3163, grad_norm: 7.6807 2021-08-17 03:12:27,996 - mmaction - INFO - Epoch [8][1180/3520] lr: 5.000e-03, eta: 1 day, 1:05:35, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5260, loss_cls: 3.2907, loss: 3.2907, grad_norm: 7.6038 2021-08-17 03:12:39,556 - mmaction - INFO - Epoch [8][1200/3520] lr: 5.000e-03, eta: 1 day, 1:05:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5281, loss_cls: 3.2617, loss: 3.2617, grad_norm: 7.6863 2021-08-17 03:12:51,137 - mmaction - INFO - Epoch [8][1220/3520] lr: 5.000e-03, eta: 1 day, 1:05:05, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5115, loss_cls: 3.2830, loss: 3.2830, grad_norm: 7.5817 2021-08-17 03:13:02,673 - mmaction - INFO - Epoch [8][1240/3520] lr: 5.000e-03, eta: 1 day, 1:04:50, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5188, loss_cls: 3.2941, loss: 3.2941, grad_norm: 7.7493 2021-08-17 03:13:14,188 - mmaction - INFO - Epoch [8][1260/3520] lr: 5.000e-03, eta: 1 day, 1:04:35, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5333, loss_cls: 3.1873, loss: 3.1873, grad_norm: 7.6468 2021-08-17 03:13:25,781 - mmaction - INFO - Epoch [8][1280/3520] lr: 5.000e-03, eta: 1 day, 1:04:21, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2260, top5_acc: 0.5104, loss_cls: 3.3827, loss: 3.3827, grad_norm: 7.8553 2021-08-17 03:13:37,323 - mmaction - INFO - Epoch [8][1300/3520] lr: 5.000e-03, eta: 1 day, 1:04:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5250, loss_cls: 3.2558, loss: 3.2558, grad_norm: 7.6055 2021-08-17 03:13:48,806 - mmaction - INFO - Epoch [8][1320/3520] lr: 5.000e-03, eta: 1 day, 1:03:51, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5333, loss_cls: 3.2684, loss: 3.2684, grad_norm: 7.4215 2021-08-17 03:14:00,345 - mmaction - INFO - Epoch [8][1340/3520] lr: 5.000e-03, eta: 1 day, 1:03:36, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5292, loss_cls: 3.2158, loss: 3.2158, grad_norm: 7.5515 2021-08-17 03:14:11,924 - mmaction - INFO - Epoch [8][1360/3520] lr: 5.000e-03, eta: 1 day, 1:03:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.4958, loss_cls: 3.3322, loss: 3.3322, grad_norm: 7.6990 2021-08-17 03:14:23,437 - mmaction - INFO - Epoch [8][1380/3520] lr: 5.000e-03, eta: 1 day, 1:03:06, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5042, loss_cls: 3.3349, loss: 3.3349, grad_norm: 7.6819 2021-08-17 03:14:35,028 - mmaction - INFO - Epoch [8][1400/3520] lr: 5.000e-03, eta: 1 day, 1:02:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5125, loss_cls: 3.2738, loss: 3.2738, grad_norm: 7.6471 2021-08-17 03:14:46,522 - mmaction - INFO - Epoch [8][1420/3520] lr: 5.000e-03, eta: 1 day, 1:02:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2188, top5_acc: 0.5073, loss_cls: 3.3571, loss: 3.3571, grad_norm: 7.9591 2021-08-17 03:14:58,055 - mmaction - INFO - Epoch [8][1440/3520] lr: 5.000e-03, eta: 1 day, 1:02:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5177, loss_cls: 3.2703, loss: 3.2703, grad_norm: 7.5678 2021-08-17 03:15:09,686 - mmaction - INFO - Epoch [8][1460/3520] lr: 5.000e-03, eta: 1 day, 1:02:08, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5219, loss_cls: 3.2446, loss: 3.2446, grad_norm: 7.5649 2021-08-17 03:15:21,327 - mmaction - INFO - Epoch [8][1480/3520] lr: 5.000e-03, eta: 1 day, 1:01:53, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5354, loss_cls: 3.2122, loss: 3.2122, grad_norm: 7.5981 2021-08-17 03:15:32,847 - mmaction - INFO - Epoch [8][1500/3520] lr: 5.000e-03, eta: 1 day, 1:01:38, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5062, loss_cls: 3.3125, loss: 3.3125, grad_norm: 7.6059 2021-08-17 03:15:44,398 - mmaction - INFO - Epoch [8][1520/3520] lr: 5.000e-03, eta: 1 day, 1:01:24, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.2463, loss: 3.2463, grad_norm: 7.6760 2021-08-17 03:15:55,861 - mmaction - INFO - Epoch [8][1540/3520] lr: 5.000e-03, eta: 1 day, 1:01:09, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5312, loss_cls: 3.2559, loss: 3.2559, grad_norm: 7.3656 2021-08-17 03:16:07,442 - mmaction - INFO - Epoch [8][1560/3520] lr: 5.000e-03, eta: 1 day, 1:00:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.4979, loss_cls: 3.3777, loss: 3.3777, grad_norm: 7.6959 2021-08-17 03:16:19,011 - mmaction - INFO - Epoch [8][1580/3520] lr: 5.000e-03, eta: 1 day, 1:00:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.2501, loss: 3.2501, grad_norm: 7.6797 2021-08-17 03:16:30,584 - mmaction - INFO - Epoch [8][1600/3520] lr: 5.000e-03, eta: 1 day, 1:00:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5094, loss_cls: 3.3380, loss: 3.3380, grad_norm: 7.7461 2021-08-17 03:16:42,196 - mmaction - INFO - Epoch [8][1620/3520] lr: 5.000e-03, eta: 1 day, 1:00:10, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5375, loss_cls: 3.1978, loss: 3.1978, grad_norm: 7.3125 2021-08-17 03:16:53,755 - mmaction - INFO - Epoch [8][1640/3520] lr: 5.000e-03, eta: 1 day, 0:59:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5302, loss_cls: 3.2176, loss: 3.2176, grad_norm: 7.5167 2021-08-17 03:17:05,250 - mmaction - INFO - Epoch [8][1660/3520] lr: 5.000e-03, eta: 1 day, 0:59:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2250, top5_acc: 0.4958, loss_cls: 3.3820, loss: 3.3820, grad_norm: 7.9478 2021-08-17 03:17:16,780 - mmaction - INFO - Epoch [8][1680/3520] lr: 5.000e-03, eta: 1 day, 0:59:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5458, loss_cls: 3.1738, loss: 3.1738, grad_norm: 7.3896 2021-08-17 03:17:28,344 - mmaction - INFO - Epoch [8][1700/3520] lr: 5.000e-03, eta: 1 day, 0:59:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5292, loss_cls: 3.2907, loss: 3.2907, grad_norm: 7.4972 2021-08-17 03:17:39,940 - mmaction - INFO - Epoch [8][1720/3520] lr: 5.000e-03, eta: 1 day, 0:58:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5396, loss_cls: 3.2569, loss: 3.2569, grad_norm: 7.6319 2021-08-17 03:17:51,517 - mmaction - INFO - Epoch [8][1740/3520] lr: 5.000e-03, eta: 1 day, 0:58:42, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5500, loss_cls: 3.2072, loss: 3.2072, grad_norm: 7.4947 2021-08-17 03:18:03,043 - mmaction - INFO - Epoch [8][1760/3520] lr: 5.000e-03, eta: 1 day, 0:58:27, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5250, loss_cls: 3.2248, loss: 3.2248, grad_norm: 7.6382 2021-08-17 03:18:14,599 - mmaction - INFO - Epoch [8][1780/3520] lr: 5.000e-03, eta: 1 day, 0:58:13, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5344, loss_cls: 3.2160, loss: 3.2160, grad_norm: 7.4613 2021-08-17 03:18:26,169 - mmaction - INFO - Epoch [8][1800/3520] lr: 5.000e-03, eta: 1 day, 0:57:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5021, loss_cls: 3.3157, loss: 3.3157, grad_norm: 7.8213 2021-08-17 03:18:37,672 - mmaction - INFO - Epoch [8][1820/3520] lr: 5.000e-03, eta: 1 day, 0:57:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.4979, loss_cls: 3.3149, loss: 3.3149, grad_norm: 7.5641 2021-08-17 03:18:49,251 - mmaction - INFO - Epoch [8][1840/3520] lr: 5.000e-03, eta: 1 day, 0:57:29, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5437, loss_cls: 3.2528, loss: 3.2528, grad_norm: 7.6395 2021-08-17 03:19:00,768 - mmaction - INFO - Epoch [8][1860/3520] lr: 5.000e-03, eta: 1 day, 0:57:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5292, loss_cls: 3.2333, loss: 3.2333, grad_norm: 7.4223 2021-08-17 03:19:12,286 - mmaction - INFO - Epoch [8][1880/3520] lr: 5.000e-03, eta: 1 day, 0:56:59, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.4917, loss_cls: 3.3603, loss: 3.3603, grad_norm: 7.6419 2021-08-17 03:19:23,826 - mmaction - INFO - Epoch [8][1900/3520] lr: 5.000e-03, eta: 1 day, 0:56:44, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5125, loss_cls: 3.2788, loss: 3.2788, grad_norm: 7.5013 2021-08-17 03:19:35,295 - mmaction - INFO - Epoch [8][1920/3520] lr: 5.000e-03, eta: 1 day, 0:56:29, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2177, top5_acc: 0.5104, loss_cls: 3.2919, loss: 3.2919, grad_norm: 7.7395 2021-08-17 03:19:46,817 - mmaction - INFO - Epoch [8][1940/3520] lr: 5.000e-03, eta: 1 day, 0:56:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5177, loss_cls: 3.2566, loss: 3.2566, grad_norm: 7.5881 2021-08-17 03:19:58,354 - mmaction - INFO - Epoch [8][1960/3520] lr: 5.000e-03, eta: 1 day, 0:56:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5177, loss_cls: 3.2779, loss: 3.2779, grad_norm: 7.8931 2021-08-17 03:20:09,921 - mmaction - INFO - Epoch [8][1980/3520] lr: 5.000e-03, eta: 1 day, 0:55:45, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5031, loss_cls: 3.3657, loss: 3.3657, grad_norm: 7.6491 2021-08-17 03:20:21,412 - mmaction - INFO - Epoch [8][2000/3520] lr: 5.000e-03, eta: 1 day, 0:55:30, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.4948, loss_cls: 3.3539, loss: 3.3539, grad_norm: 7.3933 2021-08-17 03:20:32,990 - mmaction - INFO - Epoch [8][2020/3520] lr: 5.000e-03, eta: 1 day, 0:55:16, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5375, loss_cls: 3.2438, loss: 3.2438, grad_norm: 7.5812 2021-08-17 03:20:44,567 - mmaction - INFO - Epoch [8][2040/3520] lr: 5.000e-03, eta: 1 day, 0:55:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.4875, loss_cls: 3.4083, loss: 3.4083, grad_norm: 7.5751 2021-08-17 03:20:56,143 - mmaction - INFO - Epoch [8][2060/3520] lr: 5.000e-03, eta: 1 day, 0:54:47, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5479, loss_cls: 3.2224, loss: 3.2224, grad_norm: 7.6525 2021-08-17 03:21:07,736 - mmaction - INFO - Epoch [8][2080/3520] lr: 5.000e-03, eta: 1 day, 0:54:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5385, loss_cls: 3.1685, loss: 3.1685, grad_norm: 7.5102 2021-08-17 03:21:19,392 - mmaction - INFO - Epoch [8][2100/3520] lr: 5.000e-03, eta: 1 day, 0:54:19, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5302, loss_cls: 3.2024, loss: 3.2024, grad_norm: 7.5257 2021-08-17 03:21:30,908 - mmaction - INFO - Epoch [8][2120/3520] lr: 5.000e-03, eta: 1 day, 0:54:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5229, loss_cls: 3.2981, loss: 3.2981, grad_norm: 7.6342 2021-08-17 03:21:42,461 - mmaction - INFO - Epoch [8][2140/3520] lr: 5.000e-03, eta: 1 day, 0:53:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5333, loss_cls: 3.2456, loss: 3.2456, grad_norm: 7.3490 2021-08-17 03:21:54,029 - mmaction - INFO - Epoch [8][2160/3520] lr: 5.000e-03, eta: 1 day, 0:53:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5323, loss_cls: 3.2520, loss: 3.2520, grad_norm: 7.6450 2021-08-17 03:22:05,563 - mmaction - INFO - Epoch [8][2180/3520] lr: 5.000e-03, eta: 1 day, 0:53:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5292, loss_cls: 3.2374, loss: 3.2374, grad_norm: 7.4515 2021-08-17 03:22:17,188 - mmaction - INFO - Epoch [8][2200/3520] lr: 5.000e-03, eta: 1 day, 0:53:06, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5188, loss_cls: 3.2450, loss: 3.2450, grad_norm: 7.7397 2021-08-17 03:22:28,729 - mmaction - INFO - Epoch [8][2220/3520] lr: 5.000e-03, eta: 1 day, 0:52:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5229, loss_cls: 3.2377, loss: 3.2377, grad_norm: 7.5969 2021-08-17 03:22:40,293 - mmaction - INFO - Epoch [8][2240/3520] lr: 5.000e-03, eta: 1 day, 0:52:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2323, top5_acc: 0.4958, loss_cls: 3.3596, loss: 3.3596, grad_norm: 7.5559 2021-08-17 03:22:51,820 - mmaction - INFO - Epoch [8][2260/3520] lr: 5.000e-03, eta: 1 day, 0:52:22, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5302, loss_cls: 3.1564, loss: 3.1564, grad_norm: 7.2680 2021-08-17 03:23:03,453 - mmaction - INFO - Epoch [8][2280/3520] lr: 5.000e-03, eta: 1 day, 0:52:08, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5365, loss_cls: 3.2207, loss: 3.2207, grad_norm: 7.5533 2021-08-17 03:23:15,053 - mmaction - INFO - Epoch [8][2300/3520] lr: 5.000e-03, eta: 1 day, 0:51:54, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5062, loss_cls: 3.2627, loss: 3.2627, grad_norm: 7.5622 2021-08-17 03:23:26,567 - mmaction - INFO - Epoch [8][2320/3520] lr: 5.000e-03, eta: 1 day, 0:51:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5250, loss_cls: 3.2993, loss: 3.2993, grad_norm: 7.5919 2021-08-17 03:23:38,132 - mmaction - INFO - Epoch [8][2340/3520] lr: 5.000e-03, eta: 1 day, 0:51:24, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5167, loss_cls: 3.2929, loss: 3.2929, grad_norm: 7.6416 2021-08-17 03:23:49,698 - mmaction - INFO - Epoch [8][2360/3520] lr: 5.000e-03, eta: 1 day, 0:51:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.4906, loss_cls: 3.4142, loss: 3.4142, grad_norm: 7.2800 2021-08-17 03:24:01,228 - mmaction - INFO - Epoch [8][2380/3520] lr: 5.000e-03, eta: 1 day, 0:50:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5240, loss_cls: 3.2841, loss: 3.2841, grad_norm: 7.5262 2021-08-17 03:24:12,801 - mmaction - INFO - Epoch [8][2400/3520] lr: 5.000e-03, eta: 1 day, 0:50:41, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5448, loss_cls: 3.2443, loss: 3.2443, grad_norm: 7.5311 2021-08-17 03:24:24,305 - mmaction - INFO - Epoch [8][2420/3520] lr: 5.000e-03, eta: 1 day, 0:50:26, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5250, loss_cls: 3.3385, loss: 3.3385, grad_norm: 7.6218 2021-08-17 03:24:35,839 - mmaction - INFO - Epoch [8][2440/3520] lr: 5.000e-03, eta: 1 day, 0:50:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5073, loss_cls: 3.2845, loss: 3.2845, grad_norm: 7.2760 2021-08-17 03:24:47,380 - mmaction - INFO - Epoch [8][2460/3520] lr: 5.000e-03, eta: 1 day, 0:49:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5385, loss_cls: 3.1883, loss: 3.1883, grad_norm: 7.5109 2021-08-17 03:24:59,068 - mmaction - INFO - Epoch [8][2480/3520] lr: 5.000e-03, eta: 1 day, 0:49:43, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5198, loss_cls: 3.2769, loss: 3.2769, grad_norm: 7.6457 2021-08-17 03:25:10,613 - mmaction - INFO - Epoch [8][2500/3520] lr: 5.000e-03, eta: 1 day, 0:49:29, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5385, loss_cls: 3.2257, loss: 3.2257, grad_norm: 7.3507 2021-08-17 03:25:22,147 - mmaction - INFO - Epoch [8][2520/3520] lr: 5.000e-03, eta: 1 day, 0:49:14, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5437, loss_cls: 3.2000, loss: 3.2000, grad_norm: 7.5566 2021-08-17 03:25:33,725 - mmaction - INFO - Epoch [8][2540/3520] lr: 5.000e-03, eta: 1 day, 0:49:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.4917, loss_cls: 3.3385, loss: 3.3385, grad_norm: 7.6492 2021-08-17 03:25:45,232 - mmaction - INFO - Epoch [8][2560/3520] lr: 5.000e-03, eta: 1 day, 0:48:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5375, loss_cls: 3.2524, loss: 3.2524, grad_norm: 7.7938 2021-08-17 03:25:56,752 - mmaction - INFO - Epoch [8][2580/3520] lr: 5.000e-03, eta: 1 day, 0:48:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5146, loss_cls: 3.3192, loss: 3.3192, grad_norm: 7.6255 2021-08-17 03:26:08,302 - mmaction - INFO - Epoch [8][2600/3520] lr: 5.000e-03, eta: 1 day, 0:48:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5458, loss_cls: 3.2121, loss: 3.2121, grad_norm: 7.3809 2021-08-17 03:26:19,893 - mmaction - INFO - Epoch [8][2620/3520] lr: 5.000e-03, eta: 1 day, 0:48:01, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5240, loss_cls: 3.2594, loss: 3.2594, grad_norm: 7.4781 2021-08-17 03:26:31,534 - mmaction - INFO - Epoch [8][2640/3520] lr: 5.000e-03, eta: 1 day, 0:47:47, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5281, loss_cls: 3.2567, loss: 3.2567, grad_norm: 7.6529 2021-08-17 03:26:43,121 - mmaction - INFO - Epoch [8][2660/3520] lr: 5.000e-03, eta: 1 day, 0:47:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2240, top5_acc: 0.5156, loss_cls: 3.2557, loss: 3.2557, grad_norm: 7.5542 2021-08-17 03:26:54,707 - mmaction - INFO - Epoch [8][2680/3520] lr: 5.000e-03, eta: 1 day, 0:47:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5156, loss_cls: 3.2785, loss: 3.2785, grad_norm: 7.6849 2021-08-17 03:27:06,204 - mmaction - INFO - Epoch [8][2700/3520] lr: 5.000e-03, eta: 1 day, 0:47:04, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5385, loss_cls: 3.2307, loss: 3.2307, grad_norm: 7.6362 2021-08-17 03:27:17,819 - mmaction - INFO - Epoch [8][2720/3520] lr: 5.000e-03, eta: 1 day, 0:46:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5385, loss_cls: 3.1660, loss: 3.1660, grad_norm: 7.5432 2021-08-17 03:27:29,323 - mmaction - INFO - Epoch [8][2740/3520] lr: 5.000e-03, eta: 1 day, 0:46:35, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5094, loss_cls: 3.3137, loss: 3.3137, grad_norm: 7.7143 2021-08-17 03:27:40,895 - mmaction - INFO - Epoch [8][2760/3520] lr: 5.000e-03, eta: 1 day, 0:46:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2125, top5_acc: 0.5073, loss_cls: 3.3343, loss: 3.3343, grad_norm: 7.5166 2021-08-17 03:27:52,539 - mmaction - INFO - Epoch [8][2780/3520] lr: 5.000e-03, eta: 1 day, 0:46:07, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2271, top5_acc: 0.5146, loss_cls: 3.3617, loss: 3.3617, grad_norm: 7.6568 2021-08-17 03:28:04,165 - mmaction - INFO - Epoch [8][2800/3520] lr: 5.000e-03, eta: 1 day, 0:45:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5156, loss_cls: 3.3484, loss: 3.3484, grad_norm: 7.7649 2021-08-17 03:28:15,762 - mmaction - INFO - Epoch [8][2820/3520] lr: 5.000e-03, eta: 1 day, 0:45:39, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5302, loss_cls: 3.2859, loss: 3.2859, grad_norm: 7.7370 2021-08-17 03:28:27,365 - mmaction - INFO - Epoch [8][2840/3520] lr: 5.000e-03, eta: 1 day, 0:45:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5365, loss_cls: 3.2250, loss: 3.2250, grad_norm: 7.5327 2021-08-17 03:28:38,864 - mmaction - INFO - Epoch [8][2860/3520] lr: 5.000e-03, eta: 1 day, 0:45:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5281, loss_cls: 3.3272, loss: 3.3272, grad_norm: 7.5733 2021-08-17 03:28:50,445 - mmaction - INFO - Epoch [8][2880/3520] lr: 5.000e-03, eta: 1 day, 0:44:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5052, loss_cls: 3.4011, loss: 3.4011, grad_norm: 7.8794 2021-08-17 03:29:01,926 - mmaction - INFO - Epoch [8][2900/3520] lr: 5.000e-03, eta: 1 day, 0:44:41, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5167, loss_cls: 3.3354, loss: 3.3354, grad_norm: 7.8113 2021-08-17 03:29:13,468 - mmaction - INFO - Epoch [8][2920/3520] lr: 5.000e-03, eta: 1 day, 0:44:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5167, loss_cls: 3.2809, loss: 3.2809, grad_norm: 7.4596 2021-08-17 03:29:24,985 - mmaction - INFO - Epoch [8][2940/3520] lr: 5.000e-03, eta: 1 day, 0:44:12, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5208, loss_cls: 3.3107, loss: 3.3107, grad_norm: 7.6905 2021-08-17 03:29:36,586 - mmaction - INFO - Epoch [8][2960/3520] lr: 5.000e-03, eta: 1 day, 0:43:57, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5125, loss_cls: 3.2997, loss: 3.2997, grad_norm: 7.4316 2021-08-17 03:29:48,102 - mmaction - INFO - Epoch [8][2980/3520] lr: 5.000e-03, eta: 1 day, 0:43:43, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5406, loss_cls: 3.2265, loss: 3.2265, grad_norm: 7.4869 2021-08-17 03:29:59,664 - mmaction - INFO - Epoch [8][3000/3520] lr: 5.000e-03, eta: 1 day, 0:43:29, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.4948, loss_cls: 3.3645, loss: 3.3645, grad_norm: 7.5977 2021-08-17 03:30:11,172 - mmaction - INFO - Epoch [8][3020/3520] lr: 5.000e-03, eta: 1 day, 0:43:14, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5250, loss_cls: 3.3288, loss: 3.3288, grad_norm: 7.4794 2021-08-17 03:30:22,778 - mmaction - INFO - Epoch [8][3040/3520] lr: 5.000e-03, eta: 1 day, 0:43:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5125, loss_cls: 3.3290, loss: 3.3290, grad_norm: 7.3746 2021-08-17 03:30:34,268 - mmaction - INFO - Epoch [8][3060/3520] lr: 5.000e-03, eta: 1 day, 0:42:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5094, loss_cls: 3.2970, loss: 3.2970, grad_norm: 7.4710 2021-08-17 03:30:45,850 - mmaction - INFO - Epoch [8][3080/3520] lr: 5.000e-03, eta: 1 day, 0:42:31, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5375, loss_cls: 3.2004, loss: 3.2004, grad_norm: 7.6454 2021-08-17 03:30:57,401 - mmaction - INFO - Epoch [8][3100/3520] lr: 5.000e-03, eta: 1 day, 0:42:17, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5167, loss_cls: 3.3167, loss: 3.3167, grad_norm: 7.8495 2021-08-17 03:31:09,026 - mmaction - INFO - Epoch [8][3120/3520] lr: 5.000e-03, eta: 1 day, 0:42:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5104, loss_cls: 3.2826, loss: 3.2826, grad_norm: 7.6560 2021-08-17 03:31:20,554 - mmaction - INFO - Epoch [8][3140/3520] lr: 5.000e-03, eta: 1 day, 0:41:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5115, loss_cls: 3.2877, loss: 3.2877, grad_norm: 7.4456 2021-08-17 03:31:32,164 - mmaction - INFO - Epoch [8][3160/3520] lr: 5.000e-03, eta: 1 day, 0:41:34, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5167, loss_cls: 3.2774, loss: 3.2774, grad_norm: 7.5882 2021-08-17 03:31:43,763 - mmaction - INFO - Epoch [8][3180/3520] lr: 5.000e-03, eta: 1 day, 0:41:20, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5271, loss_cls: 3.2628, loss: 3.2628, grad_norm: 7.8025 2021-08-17 03:31:55,377 - mmaction - INFO - Epoch [8][3200/3520] lr: 5.000e-03, eta: 1 day, 0:41:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5115, loss_cls: 3.3750, loss: 3.3750, grad_norm: 7.6265 2021-08-17 03:32:06,906 - mmaction - INFO - Epoch [8][3220/3520] lr: 5.000e-03, eta: 1 day, 0:40:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5156, loss_cls: 3.3709, loss: 3.3709, grad_norm: 7.5641 2021-08-17 03:32:18,422 - mmaction - INFO - Epoch [8][3240/3520] lr: 5.000e-03, eta: 1 day, 0:40:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5333, loss_cls: 3.2467, loss: 3.2467, grad_norm: 7.2966 2021-08-17 03:32:29,944 - mmaction - INFO - Epoch [8][3260/3520] lr: 5.000e-03, eta: 1 day, 0:40:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5104, loss_cls: 3.3124, loss: 3.3124, grad_norm: 7.3366 2021-08-17 03:32:41,468 - mmaction - INFO - Epoch [8][3280/3520] lr: 5.000e-03, eta: 1 day, 0:40:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.2579, loss: 3.2579, grad_norm: 7.4349 2021-08-17 03:32:53,042 - mmaction - INFO - Epoch [8][3300/3520] lr: 5.000e-03, eta: 1 day, 0:39:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5062, loss_cls: 3.3386, loss: 3.3386, grad_norm: 7.4472 2021-08-17 03:33:04,598 - mmaction - INFO - Epoch [8][3320/3520] lr: 5.000e-03, eta: 1 day, 0:39:39, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5240, loss_cls: 3.2926, loss: 3.2926, grad_norm: 7.7258 2021-08-17 03:33:16,175 - mmaction - INFO - Epoch [8][3340/3520] lr: 5.000e-03, eta: 1 day, 0:39:25, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5281, loss_cls: 3.2549, loss: 3.2549, grad_norm: 7.5452 2021-08-17 03:33:27,838 - mmaction - INFO - Epoch [8][3360/3520] lr: 5.000e-03, eta: 1 day, 0:39:11, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5583, loss_cls: 3.1527, loss: 3.1527, grad_norm: 7.6222 2021-08-17 03:33:39,356 - mmaction - INFO - Epoch [8][3380/3520] lr: 5.000e-03, eta: 1 day, 0:38:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5208, loss_cls: 3.3042, loss: 3.3042, grad_norm: 7.6766 2021-08-17 03:33:50,924 - mmaction - INFO - Epoch [8][3400/3520] lr: 5.000e-03, eta: 1 day, 0:38:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5229, loss_cls: 3.2556, loss: 3.2556, grad_norm: 7.5895 2021-08-17 03:34:02,473 - mmaction - INFO - Epoch [8][3420/3520] lr: 5.000e-03, eta: 1 day, 0:38:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.4969, loss_cls: 3.3151, loss: 3.3151, grad_norm: 7.7665 2021-08-17 03:34:14,097 - mmaction - INFO - Epoch [8][3440/3520] lr: 5.000e-03, eta: 1 day, 0:38:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5042, loss_cls: 3.3449, loss: 3.3449, grad_norm: 7.4940 2021-08-17 03:34:25,653 - mmaction - INFO - Epoch [8][3460/3520] lr: 5.000e-03, eta: 1 day, 0:38:00, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5135, loss_cls: 3.2782, loss: 3.2782, grad_norm: 7.7233 2021-08-17 03:34:37,186 - mmaction - INFO - Epoch [8][3480/3520] lr: 5.000e-03, eta: 1 day, 0:37:46, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5354, loss_cls: 3.2730, loss: 3.2730, grad_norm: 7.6701 2021-08-17 03:34:48,743 - mmaction - INFO - Epoch [8][3500/3520] lr: 5.000e-03, eta: 1 day, 0:37:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.4948, loss_cls: 3.3456, loss: 3.3456, grad_norm: 7.8206 2021-08-17 03:34:59,877 - mmaction - INFO - Epoch [8][3520/3520] lr: 5.000e-03, eta: 1 day, 0:37:15, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.2467, top5_acc: 0.4989, loss_cls: 3.3327, loss: 3.3327, grad_norm: 7.3469 2021-08-17 03:35:02,369 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-08-17 03:36:29,162 - mmaction - INFO - Epoch [9][20/3520] lr: 5.000e-03, eta: 1 day, 0:43:32, time: 4.306, data_time: 3.704, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.2141, loss: 3.2141, grad_norm: 7.4816 2021-08-17 03:36:40,743 - mmaction - INFO - Epoch [9][40/3520] lr: 5.000e-03, eta: 1 day, 0:43:17, time: 0.581, data_time: 0.007, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5021, loss_cls: 3.3764, loss: 3.3764, grad_norm: 7.6945 2021-08-17 03:36:52,275 - mmaction - INFO - Epoch [9][60/3520] lr: 5.000e-03, eta: 1 day, 0:43:03, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5135, loss_cls: 3.2431, loss: 3.2431, grad_norm: 7.3229 2021-08-17 03:37:03,840 - mmaction - INFO - Epoch [9][80/3520] lr: 5.000e-03, eta: 1 day, 0:42:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5385, loss_cls: 3.2285, loss: 3.2285, grad_norm: 7.8137 2021-08-17 03:37:15,489 - mmaction - INFO - Epoch [9][100/3520] lr: 5.000e-03, eta: 1 day, 0:42:34, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5437, loss_cls: 3.1905, loss: 3.1905, grad_norm: 7.5193 2021-08-17 03:37:27,061 - mmaction - INFO - Epoch [9][120/3520] lr: 5.000e-03, eta: 1 day, 0:42:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5510, loss_cls: 3.1843, loss: 3.1843, grad_norm: 7.4092 2021-08-17 03:37:38,688 - mmaction - INFO - Epoch [9][140/3520] lr: 5.000e-03, eta: 1 day, 0:42:06, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5573, loss_cls: 3.1356, loss: 3.1356, grad_norm: 7.6450 2021-08-17 03:37:50,334 - mmaction - INFO - Epoch [9][160/3520] lr: 5.000e-03, eta: 1 day, 0:41:51, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5198, loss_cls: 3.2603, loss: 3.2603, grad_norm: 7.6852 2021-08-17 03:38:01,926 - mmaction - INFO - Epoch [9][180/3520] lr: 5.000e-03, eta: 1 day, 0:41:37, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5448, loss_cls: 3.1519, loss: 3.1519, grad_norm: 7.5577 2021-08-17 03:38:13,550 - mmaction - INFO - Epoch [9][200/3520] lr: 5.000e-03, eta: 1 day, 0:41:23, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5344, loss_cls: 3.2027, loss: 3.2027, grad_norm: 7.5210 2021-08-17 03:38:25,194 - mmaction - INFO - Epoch [9][220/3520] lr: 5.000e-03, eta: 1 day, 0:41:09, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5198, loss_cls: 3.2825, loss: 3.2825, grad_norm: 7.4984 2021-08-17 03:38:36,782 - mmaction - INFO - Epoch [9][240/3520] lr: 5.000e-03, eta: 1 day, 0:40:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5427, loss_cls: 3.2677, loss: 3.2677, grad_norm: 7.6809 2021-08-17 03:38:48,407 - mmaction - INFO - Epoch [9][260/3520] lr: 5.000e-03, eta: 1 day, 0:40:40, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5490, loss_cls: 3.1380, loss: 3.1380, grad_norm: 7.8247 2021-08-17 03:39:00,013 - mmaction - INFO - Epoch [9][280/3520] lr: 5.000e-03, eta: 1 day, 0:40:26, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5365, loss_cls: 3.2919, loss: 3.2919, grad_norm: 7.6726 2021-08-17 03:39:11,563 - mmaction - INFO - Epoch [9][300/3520] lr: 5.000e-03, eta: 1 day, 0:40:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5479, loss_cls: 3.1317, loss: 3.1317, grad_norm: 7.7061 2021-08-17 03:39:23,108 - mmaction - INFO - Epoch [9][320/3520] lr: 5.000e-03, eta: 1 day, 0:39:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5375, loss_cls: 3.2161, loss: 3.2161, grad_norm: 7.4211 2021-08-17 03:39:34,699 - mmaction - INFO - Epoch [9][340/3520] lr: 5.000e-03, eta: 1 day, 0:39:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5302, loss_cls: 3.1813, loss: 3.1813, grad_norm: 7.6747 2021-08-17 03:39:46,269 - mmaction - INFO - Epoch [9][360/3520] lr: 5.000e-03, eta: 1 day, 0:39:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5448, loss_cls: 3.1866, loss: 3.1866, grad_norm: 7.6782 2021-08-17 03:39:57,849 - mmaction - INFO - Epoch [9][380/3520] lr: 5.000e-03, eta: 1 day, 0:39:13, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5260, loss_cls: 3.1979, loss: 3.1979, grad_norm: 7.6242 2021-08-17 03:40:09,529 - mmaction - INFO - Epoch [9][400/3520] lr: 5.000e-03, eta: 1 day, 0:38:59, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5365, loss_cls: 3.2661, loss: 3.2661, grad_norm: 7.7040 2021-08-17 03:40:21,122 - mmaction - INFO - Epoch [9][420/3520] lr: 5.000e-03, eta: 1 day, 0:38:45, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.2266, loss: 3.2266, grad_norm: 7.5180 2021-08-17 03:40:32,671 - mmaction - INFO - Epoch [9][440/3520] lr: 5.000e-03, eta: 1 day, 0:38:31, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5354, loss_cls: 3.2422, loss: 3.2422, grad_norm: 7.6988 2021-08-17 03:40:44,238 - mmaction - INFO - Epoch [9][460/3520] lr: 5.000e-03, eta: 1 day, 0:38:16, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5354, loss_cls: 3.2279, loss: 3.2279, grad_norm: 7.5589 2021-08-17 03:40:55,839 - mmaction - INFO - Epoch [9][480/3520] lr: 5.000e-03, eta: 1 day, 0:38:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5292, loss_cls: 3.2054, loss: 3.2054, grad_norm: 7.4872 2021-08-17 03:41:07,409 - mmaction - INFO - Epoch [9][500/3520] lr: 5.000e-03, eta: 1 day, 0:37:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5135, loss_cls: 3.2324, loss: 3.2324, grad_norm: 7.6297 2021-08-17 03:41:19,032 - mmaction - INFO - Epoch [9][520/3520] lr: 5.000e-03, eta: 1 day, 0:37:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5156, loss_cls: 3.2798, loss: 3.2798, grad_norm: 7.7657 2021-08-17 03:41:30,717 - mmaction - INFO - Epoch [9][540/3520] lr: 5.000e-03, eta: 1 day, 0:37:20, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5333, loss_cls: 3.2041, loss: 3.2041, grad_norm: 7.5271 2021-08-17 03:41:42,303 - mmaction - INFO - Epoch [9][560/3520] lr: 5.000e-03, eta: 1 day, 0:37:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5271, loss_cls: 3.2451, loss: 3.2451, grad_norm: 7.8739 2021-08-17 03:41:53,852 - mmaction - INFO - Epoch [9][580/3520] lr: 5.000e-03, eta: 1 day, 0:36:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5312, loss_cls: 3.2647, loss: 3.2647, grad_norm: 7.8866 2021-08-17 03:42:05,445 - mmaction - INFO - Epoch [9][600/3520] lr: 5.000e-03, eta: 1 day, 0:36:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5365, loss_cls: 3.1953, loss: 3.1953, grad_norm: 7.3605 2021-08-17 03:42:17,005 - mmaction - INFO - Epoch [9][620/3520] lr: 5.000e-03, eta: 1 day, 0:36:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5167, loss_cls: 3.2724, loss: 3.2724, grad_norm: 7.5041 2021-08-17 03:42:28,766 - mmaction - INFO - Epoch [9][640/3520] lr: 5.000e-03, eta: 1 day, 0:36:08, time: 0.587, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5177, loss_cls: 3.2594, loss: 3.2594, grad_norm: 7.5865 2021-08-17 03:42:40,368 - mmaction - INFO - Epoch [9][660/3520] lr: 5.000e-03, eta: 1 day, 0:35:54, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5490, loss_cls: 3.1624, loss: 3.1624, grad_norm: 7.5257 2021-08-17 03:42:52,000 - mmaction - INFO - Epoch [9][680/3520] lr: 5.000e-03, eta: 1 day, 0:35:40, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5177, loss_cls: 3.2757, loss: 3.2757, grad_norm: 7.5560 2021-08-17 03:43:03,562 - mmaction - INFO - Epoch [9][700/3520] lr: 5.000e-03, eta: 1 day, 0:35:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5521, loss_cls: 3.1373, loss: 3.1373, grad_norm: 7.4864 2021-08-17 03:43:15,128 - mmaction - INFO - Epoch [9][720/3520] lr: 5.000e-03, eta: 1 day, 0:35:11, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5396, loss_cls: 3.1426, loss: 3.1426, grad_norm: 7.4884 2021-08-17 03:43:26,734 - mmaction - INFO - Epoch [9][740/3520] lr: 5.000e-03, eta: 1 day, 0:34:57, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5583, loss_cls: 3.1781, loss: 3.1781, grad_norm: 7.6800 2021-08-17 03:43:38,323 - mmaction - INFO - Epoch [9][760/3520] lr: 5.000e-03, eta: 1 day, 0:34:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5198, loss_cls: 3.2537, loss: 3.2537, grad_norm: 7.7779 2021-08-17 03:43:49,930 - mmaction - INFO - Epoch [9][780/3520] lr: 5.000e-03, eta: 1 day, 0:34:29, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5312, loss_cls: 3.2544, loss: 3.2544, grad_norm: 8.1174 2021-08-17 03:44:01,482 - mmaction - INFO - Epoch [9][800/3520] lr: 5.000e-03, eta: 1 day, 0:34:14, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5365, loss_cls: 3.2271, loss: 3.2271, grad_norm: 7.5562 2021-08-17 03:44:13,048 - mmaction - INFO - Epoch [9][820/3520] lr: 5.000e-03, eta: 1 day, 0:34:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5219, loss_cls: 3.2604, loss: 3.2604, grad_norm: 7.8209 2021-08-17 03:44:24,673 - mmaction - INFO - Epoch [9][840/3520] lr: 5.000e-03, eta: 1 day, 0:33:46, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5177, loss_cls: 3.2453, loss: 3.2453, grad_norm: 7.4397 2021-08-17 03:44:36,283 - mmaction - INFO - Epoch [9][860/3520] lr: 5.000e-03, eta: 1 day, 0:33:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5302, loss_cls: 3.1988, loss: 3.1988, grad_norm: 7.2065 2021-08-17 03:44:47,928 - mmaction - INFO - Epoch [9][880/3520] lr: 5.000e-03, eta: 1 day, 0:33:17, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5083, loss_cls: 3.3053, loss: 3.3053, grad_norm: 7.7505 2021-08-17 03:44:59,576 - mmaction - INFO - Epoch [9][900/3520] lr: 5.000e-03, eta: 1 day, 0:33:04, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5094, loss_cls: 3.2909, loss: 3.2909, grad_norm: 7.7558 2021-08-17 03:45:11,211 - mmaction - INFO - Epoch [9][920/3520] lr: 5.000e-03, eta: 1 day, 0:32:50, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2375, top5_acc: 0.4979, loss_cls: 3.3442, loss: 3.3442, grad_norm: 7.8428 2021-08-17 03:45:22,724 - mmaction - INFO - Epoch [9][940/3520] lr: 5.000e-03, eta: 1 day, 0:32:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5302, loss_cls: 3.2187, loss: 3.2187, grad_norm: 7.6185 2021-08-17 03:45:34,357 - mmaction - INFO - Epoch [9][960/3520] lr: 5.000e-03, eta: 1 day, 0:32:21, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5458, loss_cls: 3.1968, loss: 3.1968, grad_norm: 7.7100 2021-08-17 03:45:45,945 - mmaction - INFO - Epoch [9][980/3520] lr: 5.000e-03, eta: 1 day, 0:32:07, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5125, loss_cls: 3.2820, loss: 3.2820, grad_norm: 7.6883 2021-08-17 03:45:57,532 - mmaction - INFO - Epoch [9][1000/3520] lr: 5.000e-03, eta: 1 day, 0:31:52, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5250, loss_cls: 3.2737, loss: 3.2737, grad_norm: 7.6162 2021-08-17 03:46:09,120 - mmaction - INFO - Epoch [9][1020/3520] lr: 5.000e-03, eta: 1 day, 0:31:38, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5260, loss_cls: 3.2725, loss: 3.2725, grad_norm: 7.5612 2021-08-17 03:46:20,745 - mmaction - INFO - Epoch [9][1040/3520] lr: 5.000e-03, eta: 1 day, 0:31:24, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5385, loss_cls: 3.2060, loss: 3.2060, grad_norm: 7.6498 2021-08-17 03:46:32,426 - mmaction - INFO - Epoch [9][1060/3520] lr: 5.000e-03, eta: 1 day, 0:31:10, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5354, loss_cls: 3.2333, loss: 3.2333, grad_norm: 7.7337 2021-08-17 03:46:44,021 - mmaction - INFO - Epoch [9][1080/3520] lr: 5.000e-03, eta: 1 day, 0:30:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5333, loss_cls: 3.2705, loss: 3.2705, grad_norm: 7.5704 2021-08-17 03:46:55,608 - mmaction - INFO - Epoch [9][1100/3520] lr: 5.000e-03, eta: 1 day, 0:30:42, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.2540, loss: 3.2540, grad_norm: 7.5293 2021-08-17 03:47:07,260 - mmaction - INFO - Epoch [9][1120/3520] lr: 5.000e-03, eta: 1 day, 0:30:28, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5448, loss_cls: 3.2065, loss: 3.2065, grad_norm: 7.5365 2021-08-17 03:47:18,907 - mmaction - INFO - Epoch [9][1140/3520] lr: 5.000e-03, eta: 1 day, 0:30:14, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5510, loss_cls: 3.2088, loss: 3.2088, grad_norm: 7.6176 2021-08-17 03:47:30,527 - mmaction - INFO - Epoch [9][1160/3520] lr: 5.000e-03, eta: 1 day, 0:30:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5250, loss_cls: 3.2727, loss: 3.2727, grad_norm: 7.4106 2021-08-17 03:47:42,063 - mmaction - INFO - Epoch [9][1180/3520] lr: 5.000e-03, eta: 1 day, 0:29:45, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5500, loss_cls: 3.2337, loss: 3.2337, grad_norm: 7.6558 2021-08-17 03:47:53,755 - mmaction - INFO - Epoch [9][1200/3520] lr: 5.000e-03, eta: 1 day, 0:29:32, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5177, loss_cls: 3.3091, loss: 3.3091, grad_norm: 7.9083 2021-08-17 03:48:05,347 - mmaction - INFO - Epoch [9][1220/3520] lr: 5.000e-03, eta: 1 day, 0:29:18, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5135, loss_cls: 3.3179, loss: 3.3179, grad_norm: 7.8574 2021-08-17 03:48:17,014 - mmaction - INFO - Epoch [9][1240/3520] lr: 5.000e-03, eta: 1 day, 0:29:04, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5188, loss_cls: 3.2093, loss: 3.2093, grad_norm: 7.8884 2021-08-17 03:48:28,636 - mmaction - INFO - Epoch [9][1260/3520] lr: 5.000e-03, eta: 1 day, 0:28:50, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5104, loss_cls: 3.2844, loss: 3.2844, grad_norm: 7.7282 2021-08-17 03:48:40,229 - mmaction - INFO - Epoch [9][1280/3520] lr: 5.000e-03, eta: 1 day, 0:28:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5385, loss_cls: 3.1712, loss: 3.1712, grad_norm: 7.4744 2021-08-17 03:48:51,909 - mmaction - INFO - Epoch [9][1300/3520] lr: 5.000e-03, eta: 1 day, 0:28:22, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5271, loss_cls: 3.2686, loss: 3.2686, grad_norm: 7.8476 2021-08-17 03:49:03,478 - mmaction - INFO - Epoch [9][1320/3520] lr: 5.000e-03, eta: 1 day, 0:28:07, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5219, loss_cls: 3.2659, loss: 3.2659, grad_norm: 7.6756 2021-08-17 03:49:15,059 - mmaction - INFO - Epoch [9][1340/3520] lr: 5.000e-03, eta: 1 day, 0:27:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.2570, loss: 3.2570, grad_norm: 7.4030 2021-08-17 03:49:26,668 - mmaction - INFO - Epoch [9][1360/3520] lr: 5.000e-03, eta: 1 day, 0:27:39, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5448, loss_cls: 3.1719, loss: 3.1719, grad_norm: 7.4870 2021-08-17 03:49:38,290 - mmaction - INFO - Epoch [9][1380/3520] lr: 5.000e-03, eta: 1 day, 0:27:25, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5167, loss_cls: 3.2426, loss: 3.2426, grad_norm: 7.6735 2021-08-17 03:49:49,881 - mmaction - INFO - Epoch [9][1400/3520] lr: 5.000e-03, eta: 1 day, 0:27:11, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5385, loss_cls: 3.2058, loss: 3.2058, grad_norm: 7.6943 2021-08-17 03:50:01,561 - mmaction - INFO - Epoch [9][1420/3520] lr: 5.000e-03, eta: 1 day, 0:26:57, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.2597, loss: 3.2597, grad_norm: 7.6730 2021-08-17 03:50:13,133 - mmaction - INFO - Epoch [9][1440/3520] lr: 5.000e-03, eta: 1 day, 0:26:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5104, loss_cls: 3.3192, loss: 3.3192, grad_norm: 7.7598 2021-08-17 03:50:24,816 - mmaction - INFO - Epoch [9][1460/3520] lr: 5.000e-03, eta: 1 day, 0:26:29, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5417, loss_cls: 3.2013, loss: 3.2013, grad_norm: 7.9290 2021-08-17 03:50:36,396 - mmaction - INFO - Epoch [9][1480/3520] lr: 5.000e-03, eta: 1 day, 0:26:15, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5052, loss_cls: 3.2972, loss: 3.2972, grad_norm: 7.7572 2021-08-17 03:50:48,004 - mmaction - INFO - Epoch [9][1500/3520] lr: 5.000e-03, eta: 1 day, 0:26:01, time: 0.582, data_time: 0.004, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5448, loss_cls: 3.2473, loss: 3.2473, grad_norm: 8.0872 2021-08-17 03:50:59,709 - mmaction - INFO - Epoch [9][1520/3520] lr: 5.000e-03, eta: 1 day, 0:25:47, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5448, loss_cls: 3.2607, loss: 3.2607, grad_norm: 7.6923 2021-08-17 03:51:11,401 - mmaction - INFO - Epoch [9][1540/3520] lr: 5.000e-03, eta: 1 day, 0:25:34, time: 0.584, data_time: 0.001, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5031, loss_cls: 3.3162, loss: 3.3162, grad_norm: 7.8243 2021-08-17 03:51:23,043 - mmaction - INFO - Epoch [9][1560/3520] lr: 5.000e-03, eta: 1 day, 0:25:20, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5281, loss_cls: 3.2536, loss: 3.2536, grad_norm: 7.6772 2021-08-17 03:51:34,730 - mmaction - INFO - Epoch [9][1580/3520] lr: 5.000e-03, eta: 1 day, 0:25:06, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5271, loss_cls: 3.2831, loss: 3.2831, grad_norm: 7.7171 2021-08-17 03:51:46,333 - mmaction - INFO - Epoch [9][1600/3520] lr: 5.000e-03, eta: 1 day, 0:24:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5354, loss_cls: 3.2916, loss: 3.2916, grad_norm: 7.9052 2021-08-17 03:51:57,894 - mmaction - INFO - Epoch [9][1620/3520] lr: 5.000e-03, eta: 1 day, 0:24:38, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5427, loss_cls: 3.2262, loss: 3.2262, grad_norm: 7.6646 2021-08-17 03:52:09,434 - mmaction - INFO - Epoch [9][1640/3520] lr: 5.000e-03, eta: 1 day, 0:24:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5271, loss_cls: 3.1827, loss: 3.1827, grad_norm: 7.5341 2021-08-17 03:52:21,076 - mmaction - INFO - Epoch [9][1660/3520] lr: 5.000e-03, eta: 1 day, 0:24:10, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5427, loss_cls: 3.2463, loss: 3.2463, grad_norm: 7.9061 2021-08-17 03:52:32,618 - mmaction - INFO - Epoch [9][1680/3520] lr: 5.000e-03, eta: 1 day, 0:23:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5250, loss_cls: 3.2238, loss: 3.2238, grad_norm: 7.6538 2021-08-17 03:52:44,249 - mmaction - INFO - Epoch [9][1700/3520] lr: 5.000e-03, eta: 1 day, 0:23:41, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.3394, loss: 3.3394, grad_norm: 7.8654 2021-08-17 03:52:55,836 - mmaction - INFO - Epoch [9][1720/3520] lr: 5.000e-03, eta: 1 day, 0:23:27, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5219, loss_cls: 3.2540, loss: 3.2540, grad_norm: 7.6435 2021-08-17 03:53:07,424 - mmaction - INFO - Epoch [9][1740/3520] lr: 5.000e-03, eta: 1 day, 0:23:13, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5479, loss_cls: 3.1712, loss: 3.1712, grad_norm: 7.5900 2021-08-17 03:53:18,991 - mmaction - INFO - Epoch [9][1760/3520] lr: 5.000e-03, eta: 1 day, 0:22:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5240, loss_cls: 3.2424, loss: 3.2424, grad_norm: 7.6384 2021-08-17 03:53:30,720 - mmaction - INFO - Epoch [9][1780/3520] lr: 5.000e-03, eta: 1 day, 0:22:46, time: 0.588, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5458, loss_cls: 3.1607, loss: 3.1607, grad_norm: 7.5090 2021-08-17 03:53:42,328 - mmaction - INFO - Epoch [9][1800/3520] lr: 5.000e-03, eta: 1 day, 0:22:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5250, loss_cls: 3.2623, loss: 3.2623, grad_norm: 7.5651 2021-08-17 03:53:53,880 - mmaction - INFO - Epoch [9][1820/3520] lr: 5.000e-03, eta: 1 day, 0:22:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5375, loss_cls: 3.2399, loss: 3.2399, grad_norm: 7.5294 2021-08-17 03:54:05,553 - mmaction - INFO - Epoch [9][1840/3520] lr: 5.000e-03, eta: 1 day, 0:22:03, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5208, loss_cls: 3.2691, loss: 3.2691, grad_norm: 7.6493 2021-08-17 03:54:17,142 - mmaction - INFO - Epoch [9][1860/3520] lr: 5.000e-03, eta: 1 day, 0:21:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5417, loss_cls: 3.2013, loss: 3.2013, grad_norm: 7.6119 2021-08-17 03:54:28,825 - mmaction - INFO - Epoch [9][1880/3520] lr: 5.000e-03, eta: 1 day, 0:21:36, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2302, top5_acc: 0.5312, loss_cls: 3.2510, loss: 3.2510, grad_norm: 7.7082 2021-08-17 03:54:40,446 - mmaction - INFO - Epoch [9][1900/3520] lr: 5.000e-03, eta: 1 day, 0:21:22, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.2912, loss: 3.2912, grad_norm: 7.5400 2021-08-17 03:54:52,005 - mmaction - INFO - Epoch [9][1920/3520] lr: 5.000e-03, eta: 1 day, 0:21:08, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5323, loss_cls: 3.2343, loss: 3.2343, grad_norm: 7.7603 2021-08-17 03:55:03,599 - mmaction - INFO - Epoch [9][1940/3520] lr: 5.000e-03, eta: 1 day, 0:20:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5521, loss_cls: 3.1824, loss: 3.1824, grad_norm: 7.6560 2021-08-17 03:55:15,211 - mmaction - INFO - Epoch [9][1960/3520] lr: 5.000e-03, eta: 1 day, 0:20:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5385, loss_cls: 3.1859, loss: 3.1859, grad_norm: 7.6911 2021-08-17 03:55:26,767 - mmaction - INFO - Epoch [9][1980/3520] lr: 5.000e-03, eta: 1 day, 0:20:25, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5333, loss_cls: 3.2468, loss: 3.2468, grad_norm: 7.7947 2021-08-17 03:55:38,423 - mmaction - INFO - Epoch [9][2000/3520] lr: 5.000e-03, eta: 1 day, 0:20:11, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5260, loss_cls: 3.2366, loss: 3.2366, grad_norm: 7.8341 2021-08-17 03:55:50,035 - mmaction - INFO - Epoch [9][2020/3520] lr: 5.000e-03, eta: 1 day, 0:19:58, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.4792, loss_cls: 3.3962, loss: 3.3962, grad_norm: 7.8039 2021-08-17 03:56:01,723 - mmaction - INFO - Epoch [9][2040/3520] lr: 5.000e-03, eta: 1 day, 0:19:44, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5271, loss_cls: 3.2253, loss: 3.2253, grad_norm: 7.7103 2021-08-17 03:56:13,373 - mmaction - INFO - Epoch [9][2060/3520] lr: 5.000e-03, eta: 1 day, 0:19:30, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5312, loss_cls: 3.2522, loss: 3.2522, grad_norm: 7.5716 2021-08-17 03:56:25,018 - mmaction - INFO - Epoch [9][2080/3520] lr: 5.000e-03, eta: 1 day, 0:19:16, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5031, loss_cls: 3.3296, loss: 3.3296, grad_norm: 7.7652 2021-08-17 03:56:36,612 - mmaction - INFO - Epoch [9][2100/3520] lr: 5.000e-03, eta: 1 day, 0:19:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5312, loss_cls: 3.2238, loss: 3.2238, grad_norm: 7.5982 2021-08-17 03:56:48,125 - mmaction - INFO - Epoch [9][2120/3520] lr: 5.000e-03, eta: 1 day, 0:18:48, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5469, loss_cls: 3.2458, loss: 3.2458, grad_norm: 7.7660 2021-08-17 03:56:59,736 - mmaction - INFO - Epoch [9][2140/3520] lr: 5.000e-03, eta: 1 day, 0:18:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5021, loss_cls: 3.2456, loss: 3.2456, grad_norm: 7.6181 2021-08-17 03:57:11,378 - mmaction - INFO - Epoch [9][2160/3520] lr: 5.000e-03, eta: 1 day, 0:18:20, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5406, loss_cls: 3.2144, loss: 3.2144, grad_norm: 7.5051 2021-08-17 03:57:23,013 - mmaction - INFO - Epoch [9][2180/3520] lr: 5.000e-03, eta: 1 day, 0:18:06, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5250, loss_cls: 3.2570, loss: 3.2570, grad_norm: 7.5403 2021-08-17 03:57:34,558 - mmaction - INFO - Epoch [9][2200/3520] lr: 5.000e-03, eta: 1 day, 0:17:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5198, loss_cls: 3.3078, loss: 3.3078, grad_norm: 7.3836 2021-08-17 03:57:46,203 - mmaction - INFO - Epoch [9][2220/3520] lr: 5.000e-03, eta: 1 day, 0:17:38, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5365, loss_cls: 3.1467, loss: 3.1467, grad_norm: 7.4028 2021-08-17 03:57:57,780 - mmaction - INFO - Epoch [9][2240/3520] lr: 5.000e-03, eta: 1 day, 0:17:24, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5510, loss_cls: 3.1511, loss: 3.1511, grad_norm: 7.5444 2021-08-17 03:58:09,454 - mmaction - INFO - Epoch [9][2260/3520] lr: 5.000e-03, eta: 1 day, 0:17:11, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5583, loss_cls: 3.1431, loss: 3.1431, grad_norm: 7.8230 2021-08-17 03:58:21,001 - mmaction - INFO - Epoch [9][2280/3520] lr: 5.000e-03, eta: 1 day, 0:16:56, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5229, loss_cls: 3.2339, loss: 3.2339, grad_norm: 7.6496 2021-08-17 03:58:32,685 - mmaction - INFO - Epoch [9][2300/3520] lr: 5.000e-03, eta: 1 day, 0:16:43, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5615, loss_cls: 3.0882, loss: 3.0882, grad_norm: 7.5873 2021-08-17 03:58:44,339 - mmaction - INFO - Epoch [9][2320/3520] lr: 5.000e-03, eta: 1 day, 0:16:29, time: 0.583, data_time: 0.001, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5104, loss_cls: 3.3560, loss: 3.3560, grad_norm: 8.0017 2021-08-17 03:58:55,935 - mmaction - INFO - Epoch [9][2340/3520] lr: 5.000e-03, eta: 1 day, 0:16:15, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5281, loss_cls: 3.2445, loss: 3.2445, grad_norm: 7.8378 2021-08-17 03:59:07,515 - mmaction - INFO - Epoch [9][2360/3520] lr: 5.000e-03, eta: 1 day, 0:16:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5156, loss_cls: 3.2699, loss: 3.2699, grad_norm: 7.5425 2021-08-17 03:59:19,112 - mmaction - INFO - Epoch [9][2380/3520] lr: 5.000e-03, eta: 1 day, 0:15:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5229, loss_cls: 3.2950, loss: 3.2950, grad_norm: 7.6930 2021-08-17 03:59:30,675 - mmaction - INFO - Epoch [9][2400/3520] lr: 5.000e-03, eta: 1 day, 0:15:33, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.2052, loss: 3.2052, grad_norm: 7.4734 2021-08-17 03:59:42,202 - mmaction - INFO - Epoch [9][2420/3520] lr: 5.000e-03, eta: 1 day, 0:15:19, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5458, loss_cls: 3.1523, loss: 3.1523, grad_norm: 7.5880 2021-08-17 03:59:53,875 - mmaction - INFO - Epoch [9][2440/3520] lr: 5.000e-03, eta: 1 day, 0:15:05, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5448, loss_cls: 3.1552, loss: 3.1552, grad_norm: 7.5471 2021-08-17 04:00:05,439 - mmaction - INFO - Epoch [9][2460/3520] lr: 5.000e-03, eta: 1 day, 0:14:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5385, loss_cls: 3.2012, loss: 3.2012, grad_norm: 7.5077 2021-08-17 04:00:17,084 - mmaction - INFO - Epoch [9][2480/3520] lr: 5.000e-03, eta: 1 day, 0:14:37, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5156, loss_cls: 3.2859, loss: 3.2859, grad_norm: 7.4914 2021-08-17 04:00:28,648 - mmaction - INFO - Epoch [9][2500/3520] lr: 5.000e-03, eta: 1 day, 0:14:23, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5365, loss_cls: 3.1481, loss: 3.1481, grad_norm: 7.2525 2021-08-17 04:00:40,310 - mmaction - INFO - Epoch [9][2520/3520] lr: 5.000e-03, eta: 1 day, 0:14:09, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5208, loss_cls: 3.2506, loss: 3.2506, grad_norm: 7.5993 2021-08-17 04:00:51,969 - mmaction - INFO - Epoch [9][2540/3520] lr: 5.000e-03, eta: 1 day, 0:13:56, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5083, loss_cls: 3.2473, loss: 3.2473, grad_norm: 7.5325 2021-08-17 04:01:03,526 - mmaction - INFO - Epoch [9][2560/3520] lr: 5.000e-03, eta: 1 day, 0:13:42, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5542, loss_cls: 3.1837, loss: 3.1837, grad_norm: 7.6103 2021-08-17 04:01:15,199 - mmaction - INFO - Epoch [9][2580/3520] lr: 5.000e-03, eta: 1 day, 0:13:28, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5323, loss_cls: 3.1877, loss: 3.1877, grad_norm: 7.4858 2021-08-17 04:01:26,857 - mmaction - INFO - Epoch [9][2600/3520] lr: 5.000e-03, eta: 1 day, 0:13:14, time: 0.585, data_time: 0.004, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5073, loss_cls: 3.3322, loss: 3.3322, grad_norm: 7.7268 2021-08-17 04:01:38,453 - mmaction - INFO - Epoch [9][2620/3520] lr: 5.000e-03, eta: 1 day, 0:13:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5437, loss_cls: 3.1607, loss: 3.1607, grad_norm: 7.6297 2021-08-17 04:01:50,171 - mmaction - INFO - Epoch [9][2640/3520] lr: 5.000e-03, eta: 1 day, 0:12:47, time: 0.587, data_time: 0.003, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5354, loss_cls: 3.2247, loss: 3.2247, grad_norm: 7.9055 2021-08-17 04:02:01,712 - mmaction - INFO - Epoch [9][2660/3520] lr: 5.000e-03, eta: 1 day, 0:12:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5292, loss_cls: 3.2469, loss: 3.2469, grad_norm: 7.4395 2021-08-17 04:02:13,297 - mmaction - INFO - Epoch [9][2680/3520] lr: 5.000e-03, eta: 1 day, 0:12:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5062, loss_cls: 3.3019, loss: 3.3019, grad_norm: 7.4522 2021-08-17 04:02:24,925 - mmaction - INFO - Epoch [9][2700/3520] lr: 5.000e-03, eta: 1 day, 0:12:05, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5177, loss_cls: 3.2886, loss: 3.2886, grad_norm: 7.6004 2021-08-17 04:02:36,513 - mmaction - INFO - Epoch [9][2720/3520] lr: 5.000e-03, eta: 1 day, 0:11:51, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2292, top5_acc: 0.5323, loss_cls: 3.2963, loss: 3.2963, grad_norm: 7.6914 2021-08-17 04:02:48,118 - mmaction - INFO - Epoch [9][2740/3520] lr: 5.000e-03, eta: 1 day, 0:11:37, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5521, loss_cls: 3.1613, loss: 3.1613, grad_norm: 7.5750 2021-08-17 04:02:59,682 - mmaction - INFO - Epoch [9][2760/3520] lr: 5.000e-03, eta: 1 day, 0:11:23, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5281, loss_cls: 3.2391, loss: 3.2391, grad_norm: 7.5690 2021-08-17 04:03:11,342 - mmaction - INFO - Epoch [9][2780/3520] lr: 5.000e-03, eta: 1 day, 0:11:09, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5552, loss_cls: 3.1740, loss: 3.1740, grad_norm: 7.5688 2021-08-17 04:03:22,905 - mmaction - INFO - Epoch [9][2800/3520] lr: 5.000e-03, eta: 1 day, 0:10:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5260, loss_cls: 3.2372, loss: 3.2372, grad_norm: 7.6701 2021-08-17 04:03:34,580 - mmaction - INFO - Epoch [9][2820/3520] lr: 5.000e-03, eta: 1 day, 0:10:42, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5302, loss_cls: 3.1926, loss: 3.1926, grad_norm: 7.5815 2021-08-17 04:03:46,210 - mmaction - INFO - Epoch [9][2840/3520] lr: 5.000e-03, eta: 1 day, 0:10:28, time: 0.584, data_time: 0.004, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5000, loss_cls: 3.2950, loss: 3.2950, grad_norm: 7.6604 2021-08-17 04:03:57,801 - mmaction - INFO - Epoch [9][2860/3520] lr: 5.000e-03, eta: 1 day, 0:10:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5271, loss_cls: 3.2402, loss: 3.2402, grad_norm: 7.5488 2021-08-17 04:04:09,323 - mmaction - INFO - Epoch [9][2880/3520] lr: 5.000e-03, eta: 1 day, 0:10:00, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2313, top5_acc: 0.5031, loss_cls: 3.3258, loss: 3.3258, grad_norm: 8.0461 2021-08-17 04:04:21,018 - mmaction - INFO - Epoch [9][2900/3520] lr: 5.000e-03, eta: 1 day, 0:09:46, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.4802, loss_cls: 3.3602, loss: 3.3602, grad_norm: 7.7760 2021-08-17 04:04:32,645 - mmaction - INFO - Epoch [9][2920/3520] lr: 5.000e-03, eta: 1 day, 0:09:33, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5563, loss_cls: 3.2106, loss: 3.2106, grad_norm: 7.6665 2021-08-17 04:04:44,232 - mmaction - INFO - Epoch [9][2940/3520] lr: 5.000e-03, eta: 1 day, 0:09:19, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5323, loss_cls: 3.1716, loss: 3.1716, grad_norm: 7.6705 2021-08-17 04:04:55,794 - mmaction - INFO - Epoch [9][2960/3520] lr: 5.000e-03, eta: 1 day, 0:09:05, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5208, loss_cls: 3.2961, loss: 3.2961, grad_norm: 7.7295 2021-08-17 04:05:07,393 - mmaction - INFO - Epoch [9][2980/3520] lr: 5.000e-03, eta: 1 day, 0:08:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5490, loss_cls: 3.1853, loss: 3.1853, grad_norm: 7.7796 2021-08-17 04:05:19,066 - mmaction - INFO - Epoch [9][3000/3520] lr: 5.000e-03, eta: 1 day, 0:08:37, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5323, loss_cls: 3.2254, loss: 3.2254, grad_norm: 8.0770 2021-08-17 04:05:30,671 - mmaction - INFO - Epoch [9][3020/3520] lr: 5.000e-03, eta: 1 day, 0:08:23, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5146, loss_cls: 3.2441, loss: 3.2441, grad_norm: 7.6354 2021-08-17 04:05:42,300 - mmaction - INFO - Epoch [9][3040/3520] lr: 5.000e-03, eta: 1 day, 0:08:10, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5271, loss_cls: 3.2436, loss: 3.2436, grad_norm: 7.6445 2021-08-17 04:05:53,865 - mmaction - INFO - Epoch [9][3060/3520] lr: 5.000e-03, eta: 1 day, 0:07:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.1353, loss: 3.1353, grad_norm: 7.4761 2021-08-17 04:06:05,426 - mmaction - INFO - Epoch [9][3080/3520] lr: 5.000e-03, eta: 1 day, 0:07:42, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5333, loss_cls: 3.2239, loss: 3.2239, grad_norm: 7.3803 2021-08-17 04:06:17,078 - mmaction - INFO - Epoch [9][3100/3520] lr: 5.000e-03, eta: 1 day, 0:07:28, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5208, loss_cls: 3.2537, loss: 3.2537, grad_norm: 7.4505 2021-08-17 04:06:28,657 - mmaction - INFO - Epoch [9][3120/3520] lr: 5.000e-03, eta: 1 day, 0:07:14, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5365, loss_cls: 3.1898, loss: 3.1898, grad_norm: 7.7047 2021-08-17 04:06:40,225 - mmaction - INFO - Epoch [9][3140/3520] lr: 5.000e-03, eta: 1 day, 0:07:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.2425, loss: 3.2425, grad_norm: 7.8243 2021-08-17 04:06:51,762 - mmaction - INFO - Epoch [9][3160/3520] lr: 5.000e-03, eta: 1 day, 0:06:46, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5375, loss_cls: 3.1782, loss: 3.1782, grad_norm: 7.7986 2021-08-17 04:07:03,317 - mmaction - INFO - Epoch [9][3180/3520] lr: 5.000e-03, eta: 1 day, 0:06:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5385, loss_cls: 3.1860, loss: 3.1860, grad_norm: 7.5448 2021-08-17 04:07:14,898 - mmaction - INFO - Epoch [9][3200/3520] lr: 5.000e-03, eta: 1 day, 0:06:18, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5135, loss_cls: 3.2561, loss: 3.2561, grad_norm: 7.6349 2021-08-17 04:07:26,503 - mmaction - INFO - Epoch [9][3220/3520] lr: 5.000e-03, eta: 1 day, 0:06:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5021, loss_cls: 3.3605, loss: 3.3605, grad_norm: 7.8686 2021-08-17 04:07:38,162 - mmaction - INFO - Epoch [9][3240/3520] lr: 5.000e-03, eta: 1 day, 0:05:51, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5417, loss_cls: 3.1888, loss: 3.1888, grad_norm: 7.5459 2021-08-17 04:07:49,763 - mmaction - INFO - Epoch [9][3260/3520] lr: 5.000e-03, eta: 1 day, 0:05:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5188, loss_cls: 3.3458, loss: 3.3458, grad_norm: 7.7353 2021-08-17 04:08:01,288 - mmaction - INFO - Epoch [9][3280/3520] lr: 5.000e-03, eta: 1 day, 0:05:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5177, loss_cls: 3.2947, loss: 3.2947, grad_norm: 7.7150 2021-08-17 04:08:12,851 - mmaction - INFO - Epoch [9][3300/3520] lr: 5.000e-03, eta: 1 day, 0:05:09, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.4948, loss_cls: 3.3486, loss: 3.3486, grad_norm: 8.1558 2021-08-17 04:08:24,517 - mmaction - INFO - Epoch [9][3320/3520] lr: 5.000e-03, eta: 1 day, 0:04:55, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5229, loss_cls: 3.2848, loss: 3.2848, grad_norm: 7.7509 2021-08-17 04:08:36,116 - mmaction - INFO - Epoch [9][3340/3520] lr: 5.000e-03, eta: 1 day, 0:04:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5094, loss_cls: 3.2682, loss: 3.2682, grad_norm: 7.6494 2021-08-17 04:08:47,651 - mmaction - INFO - Epoch [9][3360/3520] lr: 5.000e-03, eta: 1 day, 0:04:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5260, loss_cls: 3.2650, loss: 3.2650, grad_norm: 7.5887 2021-08-17 04:08:59,276 - mmaction - INFO - Epoch [9][3380/3520] lr: 5.000e-03, eta: 1 day, 0:04:13, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5385, loss_cls: 3.2388, loss: 3.2388, grad_norm: 7.7406 2021-08-17 04:09:10,940 - mmaction - INFO - Epoch [9][3400/3520] lr: 5.000e-03, eta: 1 day, 0:04:00, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5260, loss_cls: 3.2798, loss: 3.2798, grad_norm: 7.7021 2021-08-17 04:09:22,550 - mmaction - INFO - Epoch [9][3420/3520] lr: 5.000e-03, eta: 1 day, 0:03:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5021, loss_cls: 3.2892, loss: 3.2892, grad_norm: 7.5590 2021-08-17 04:09:34,152 - mmaction - INFO - Epoch [9][3440/3520] lr: 5.000e-03, eta: 1 day, 0:03:32, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5260, loss_cls: 3.2680, loss: 3.2680, grad_norm: 7.5516 2021-08-17 04:09:45,879 - mmaction - INFO - Epoch [9][3460/3520] lr: 5.000e-03, eta: 1 day, 0:03:19, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5406, loss_cls: 3.2260, loss: 3.2260, grad_norm: 7.6187 2021-08-17 04:09:57,429 - mmaction - INFO - Epoch [9][3480/3520] lr: 5.000e-03, eta: 1 day, 0:03:05, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2094, top5_acc: 0.5156, loss_cls: 3.3349, loss: 3.3349, grad_norm: 7.7554 2021-08-17 04:10:09,096 - mmaction - INFO - Epoch [9][3500/3520] lr: 5.000e-03, eta: 1 day, 0:02:52, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5333, loss_cls: 3.2403, loss: 3.2403, grad_norm: 7.3423 2021-08-17 04:10:20,272 - mmaction - INFO - Epoch [9][3520/3520] lr: 5.000e-03, eta: 1 day, 0:02:36, time: 0.559, data_time: 0.001, memory: 8335, top1_acc: 0.2304, top5_acc: 0.5120, loss_cls: 3.3304, loss: 3.3304, grad_norm: 7.5134 2021-08-17 04:10:22,245 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-08-17 04:11:42,710 - mmaction - INFO - Epoch [10][20/3520] lr: 5.000e-03, eta: 1 day, 0:07:33, time: 3.997, data_time: 3.413, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5479, loss_cls: 3.1952, loss: 3.1952, grad_norm: 7.5017 2021-08-17 04:11:54,265 - mmaction - INFO - Epoch [10][40/3520] lr: 5.000e-03, eta: 1 day, 0:07:19, time: 0.577, data_time: 0.005, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5240, loss_cls: 3.2528, loss: 3.2528, grad_norm: 7.6014 2021-08-17 04:12:05,943 - mmaction - INFO - Epoch [10][60/3520] lr: 5.000e-03, eta: 1 day, 0:07:05, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5437, loss_cls: 3.1742, loss: 3.1742, grad_norm: 7.3904 2021-08-17 04:12:17,482 - mmaction - INFO - Epoch [10][80/3520] lr: 5.000e-03, eta: 1 day, 0:06:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5208, loss_cls: 3.3046, loss: 3.3046, grad_norm: 7.8206 2021-08-17 04:12:29,029 - mmaction - INFO - Epoch [10][100/3520] lr: 5.000e-03, eta: 1 day, 0:06:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5385, loss_cls: 3.1344, loss: 3.1344, grad_norm: 7.3995 2021-08-17 04:12:40,646 - mmaction - INFO - Epoch [10][120/3520] lr: 5.000e-03, eta: 1 day, 0:06:23, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5490, loss_cls: 3.1336, loss: 3.1336, grad_norm: 7.6752 2021-08-17 04:12:52,266 - mmaction - INFO - Epoch [10][140/3520] lr: 5.000e-03, eta: 1 day, 0:06:09, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5302, loss_cls: 3.2425, loss: 3.2425, grad_norm: 7.7129 2021-08-17 04:13:03,873 - mmaction - INFO - Epoch [10][160/3520] lr: 5.000e-03, eta: 1 day, 0:05:55, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5458, loss_cls: 3.1799, loss: 3.1799, grad_norm: 7.9564 2021-08-17 04:13:15,458 - mmaction - INFO - Epoch [10][180/3520] lr: 5.000e-03, eta: 1 day, 0:05:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.1901, loss: 3.1901, grad_norm: 7.6626 2021-08-17 04:13:27,017 - mmaction - INFO - Epoch [10][200/3520] lr: 5.000e-03, eta: 1 day, 0:05:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5208, loss_cls: 3.2412, loss: 3.2412, grad_norm: 7.6892 2021-08-17 04:13:38,780 - mmaction - INFO - Epoch [10][220/3520] lr: 5.000e-03, eta: 1 day, 0:05:13, time: 0.589, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5479, loss_cls: 3.1460, loss: 3.1460, grad_norm: 7.7589 2021-08-17 04:13:50,459 - mmaction - INFO - Epoch [10][240/3520] lr: 5.000e-03, eta: 1 day, 0:05:00, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5656, loss_cls: 3.1401, loss: 3.1401, grad_norm: 7.6769 2021-08-17 04:14:02,020 - mmaction - INFO - Epoch [10][260/3520] lr: 5.000e-03, eta: 1 day, 0:04:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5219, loss_cls: 3.1731, loss: 3.1731, grad_norm: 7.6934 2021-08-17 04:14:13,656 - mmaction - INFO - Epoch [10][280/3520] lr: 5.000e-03, eta: 1 day, 0:04:32, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5802, loss_cls: 3.0790, loss: 3.0790, grad_norm: 7.6622 2021-08-17 04:14:25,383 - mmaction - INFO - Epoch [10][300/3520] lr: 5.000e-03, eta: 1 day, 0:04:18, time: 0.587, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5302, loss_cls: 3.2349, loss: 3.2349, grad_norm: 7.8964 2021-08-17 04:14:36,995 - mmaction - INFO - Epoch [10][320/3520] lr: 5.000e-03, eta: 1 day, 0:04:04, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5323, loss_cls: 3.2220, loss: 3.2220, grad_norm: 7.9983 2021-08-17 04:14:48,548 - mmaction - INFO - Epoch [10][340/3520] lr: 5.000e-03, eta: 1 day, 0:03:50, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5281, loss_cls: 3.2437, loss: 3.2437, grad_norm: 7.6330 2021-08-17 04:15:00,278 - mmaction - INFO - Epoch [10][360/3520] lr: 5.000e-03, eta: 1 day, 0:03:37, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5302, loss_cls: 3.2423, loss: 3.2423, grad_norm: 7.7655 2021-08-17 04:15:11,854 - mmaction - INFO - Epoch [10][380/3520] lr: 5.000e-03, eta: 1 day, 0:03:23, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5073, loss_cls: 3.2853, loss: 3.2853, grad_norm: 7.6465 2021-08-17 04:15:23,513 - mmaction - INFO - Epoch [10][400/3520] lr: 5.000e-03, eta: 1 day, 0:03:09, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5583, loss_cls: 3.1173, loss: 3.1173, grad_norm: 7.6629 2021-08-17 04:15:35,255 - mmaction - INFO - Epoch [10][420/3520] lr: 5.000e-03, eta: 1 day, 0:02:56, time: 0.589, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5448, loss_cls: 3.1861, loss: 3.1861, grad_norm: 7.8300 2021-08-17 04:15:46,921 - mmaction - INFO - Epoch [10][440/3520] lr: 5.000e-03, eta: 1 day, 0:02:42, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5354, loss_cls: 3.2277, loss: 3.2277, grad_norm: 7.7071 2021-08-17 04:15:58,547 - mmaction - INFO - Epoch [10][460/3520] lr: 5.000e-03, eta: 1 day, 0:02:28, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5479, loss_cls: 3.1631, loss: 3.1631, grad_norm: 7.6376 2021-08-17 04:16:10,108 - mmaction - INFO - Epoch [10][480/3520] lr: 5.000e-03, eta: 1 day, 0:02:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5229, loss_cls: 3.1872, loss: 3.1872, grad_norm: 7.7587 2021-08-17 04:16:21,667 - mmaction - INFO - Epoch [10][500/3520] lr: 5.000e-03, eta: 1 day, 0:02:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5146, loss_cls: 3.3087, loss: 3.3087, grad_norm: 7.8208 2021-08-17 04:16:33,361 - mmaction - INFO - Epoch [10][520/3520] lr: 5.000e-03, eta: 1 day, 0:01:46, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5417, loss_cls: 3.1879, loss: 3.1879, grad_norm: 7.5828 2021-08-17 04:16:44,892 - mmaction - INFO - Epoch [10][540/3520] lr: 5.000e-03, eta: 1 day, 0:01:32, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5271, loss_cls: 3.2500, loss: 3.2500, grad_norm: 7.7910 2021-08-17 04:16:56,570 - mmaction - INFO - Epoch [10][560/3520] lr: 5.000e-03, eta: 1 day, 0:01:18, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5146, loss_cls: 3.2475, loss: 3.2475, grad_norm: 7.7839 2021-08-17 04:17:08,194 - mmaction - INFO - Epoch [10][580/3520] lr: 5.000e-03, eta: 1 day, 0:01:05, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5042, loss_cls: 3.3206, loss: 3.3206, grad_norm: 7.9159 2021-08-17 04:17:19,898 - mmaction - INFO - Epoch [10][600/3520] lr: 5.000e-03, eta: 1 day, 0:00:51, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5302, loss_cls: 3.1948, loss: 3.1948, grad_norm: 7.4987 2021-08-17 04:17:31,492 - mmaction - INFO - Epoch [10][620/3520] lr: 5.000e-03, eta: 1 day, 0:00:37, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5635, loss_cls: 3.1654, loss: 3.1654, grad_norm: 7.6559 2021-08-17 04:17:43,107 - mmaction - INFO - Epoch [10][640/3520] lr: 5.000e-03, eta: 1 day, 0:00:23, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5479, loss_cls: 3.1411, loss: 3.1411, grad_norm: 7.6746 2021-08-17 04:17:54,661 - mmaction - INFO - Epoch [10][660/3520] lr: 5.000e-03, eta: 1 day, 0:00:09, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5563, loss_cls: 3.1518, loss: 3.1518, grad_norm: 7.7722 2021-08-17 04:18:06,240 - mmaction - INFO - Epoch [10][680/3520] lr: 5.000e-03, eta: 23:59:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5292, loss_cls: 3.2090, loss: 3.2090, grad_norm: 7.7699 2021-08-17 04:18:17,792 - mmaction - INFO - Epoch [10][700/3520] lr: 5.000e-03, eta: 23:59:41, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5115, loss_cls: 3.2483, loss: 3.2483, grad_norm: 7.8045 2021-08-17 04:18:29,357 - mmaction - INFO - Epoch [10][720/3520] lr: 5.000e-03, eta: 23:59:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.2958, loss: 3.2958, grad_norm: 7.6450 2021-08-17 04:18:40,961 - mmaction - INFO - Epoch [10][740/3520] lr: 5.000e-03, eta: 23:59:13, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5490, loss_cls: 3.2798, loss: 3.2798, grad_norm: 7.6966 2021-08-17 04:18:52,593 - mmaction - INFO - Epoch [10][760/3520] lr: 5.000e-03, eta: 23:58:59, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5323, loss_cls: 3.2089, loss: 3.2089, grad_norm: 7.6632 2021-08-17 04:19:04,184 - mmaction - INFO - Epoch [10][780/3520] lr: 5.000e-03, eta: 23:58:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5354, loss_cls: 3.2321, loss: 3.2321, grad_norm: 7.8330 2021-08-17 04:19:15,815 - mmaction - INFO - Epoch [10][800/3520] lr: 5.000e-03, eta: 23:58:31, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5167, loss_cls: 3.2438, loss: 3.2438, grad_norm: 7.6655 2021-08-17 04:19:27,446 - mmaction - INFO - Epoch [10][820/3520] lr: 5.000e-03, eta: 23:58:18, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5271, loss_cls: 3.2762, loss: 3.2762, grad_norm: 7.6780 2021-08-17 04:19:39,011 - mmaction - INFO - Epoch [10][840/3520] lr: 5.000e-03, eta: 23:58:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5312, loss_cls: 3.1709, loss: 3.1709, grad_norm: 7.3749 2021-08-17 04:19:50,560 - mmaction - INFO - Epoch [10][860/3520] lr: 5.000e-03, eta: 23:57:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5469, loss_cls: 3.1530, loss: 3.1530, grad_norm: 7.8052 2021-08-17 04:20:02,145 - mmaction - INFO - Epoch [10][880/3520] lr: 5.000e-03, eta: 23:57:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5427, loss_cls: 3.1374, loss: 3.1374, grad_norm: 7.7883 2021-08-17 04:20:13,760 - mmaction - INFO - Epoch [10][900/3520] lr: 5.000e-03, eta: 23:57:22, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5365, loss_cls: 3.2038, loss: 3.2038, grad_norm: 7.5537 2021-08-17 04:20:25,354 - mmaction - INFO - Epoch [10][920/3520] lr: 5.000e-03, eta: 23:57:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5333, loss_cls: 3.2457, loss: 3.2457, grad_norm: 7.6155 2021-08-17 04:20:37,027 - mmaction - INFO - Epoch [10][940/3520] lr: 5.000e-03, eta: 23:56:54, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.1395, loss: 3.1395, grad_norm: 7.6458 2021-08-17 04:20:48,655 - mmaction - INFO - Epoch [10][960/3520] lr: 5.000e-03, eta: 23:56:40, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5531, loss_cls: 3.1981, loss: 3.1981, grad_norm: 7.7293 2021-08-17 04:21:00,321 - mmaction - INFO - Epoch [10][980/3520] lr: 5.000e-03, eta: 23:56:27, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5375, loss_cls: 3.1786, loss: 3.1786, grad_norm: 7.7846 2021-08-17 04:21:11,905 - mmaction - INFO - Epoch [10][1000/3520] lr: 5.000e-03, eta: 23:56:13, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5323, loss_cls: 3.2563, loss: 3.2563, grad_norm: 7.8689 2021-08-17 04:21:23,606 - mmaction - INFO - Epoch [10][1020/3520] lr: 5.000e-03, eta: 23:55:59, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5135, loss_cls: 3.2813, loss: 3.2813, grad_norm: 7.9177 2021-08-17 04:21:35,245 - mmaction - INFO - Epoch [10][1040/3520] lr: 5.000e-03, eta: 23:55:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5260, loss_cls: 3.2498, loss: 3.2498, grad_norm: 7.7016 2021-08-17 04:21:46,884 - mmaction - INFO - Epoch [10][1060/3520] lr: 5.000e-03, eta: 23:55:32, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.2511, loss: 3.2511, grad_norm: 7.7249 2021-08-17 04:21:58,435 - mmaction - INFO - Epoch [10][1080/3520] lr: 5.000e-03, eta: 23:55:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.2119, loss: 3.2119, grad_norm: 7.6950 2021-08-17 04:22:10,088 - mmaction - INFO - Epoch [10][1100/3520] lr: 5.000e-03, eta: 23:55:04, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5323, loss_cls: 3.1726, loss: 3.1726, grad_norm: 7.9426 2021-08-17 04:22:21,847 - mmaction - INFO - Epoch [10][1120/3520] lr: 5.000e-03, eta: 23:54:51, time: 0.587, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.1916, loss: 3.1916, grad_norm: 7.7848 2021-08-17 04:22:33,504 - mmaction - INFO - Epoch [10][1140/3520] lr: 5.000e-03, eta: 23:54:37, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5437, loss_cls: 3.1931, loss: 3.1931, grad_norm: 7.6167 2021-08-17 04:22:45,101 - mmaction - INFO - Epoch [10][1160/3520] lr: 5.000e-03, eta: 23:54:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5510, loss_cls: 3.1806, loss: 3.1806, grad_norm: 7.5004 2021-08-17 04:22:56,768 - mmaction - INFO - Epoch [10][1180/3520] lr: 5.000e-03, eta: 23:54:10, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5271, loss_cls: 3.2154, loss: 3.2154, grad_norm: 7.5400 2021-08-17 04:23:08,382 - mmaction - INFO - Epoch [10][1200/3520] lr: 5.000e-03, eta: 23:53:56, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5292, loss_cls: 3.2171, loss: 3.2171, grad_norm: 7.7508 2021-08-17 04:23:19,990 - mmaction - INFO - Epoch [10][1220/3520] lr: 5.000e-03, eta: 23:53:42, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5573, loss_cls: 3.1190, loss: 3.1190, grad_norm: 7.8495 2021-08-17 04:23:31,662 - mmaction - INFO - Epoch [10][1240/3520] lr: 5.000e-03, eta: 23:53:28, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5115, loss_cls: 3.1689, loss: 3.1689, grad_norm: 7.8105 2021-08-17 04:23:43,275 - mmaction - INFO - Epoch [10][1260/3520] lr: 5.000e-03, eta: 23:53:15, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5625, loss_cls: 3.0954, loss: 3.0954, grad_norm: 7.3807 2021-08-17 04:23:54,895 - mmaction - INFO - Epoch [10][1280/3520] lr: 5.000e-03, eta: 23:53:01, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5385, loss_cls: 3.2290, loss: 3.2290, grad_norm: 7.4984 2021-08-17 04:24:06,484 - mmaction - INFO - Epoch [10][1300/3520] lr: 5.000e-03, eta: 23:52:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5146, loss_cls: 3.2410, loss: 3.2410, grad_norm: 7.7498 2021-08-17 04:24:18,050 - mmaction - INFO - Epoch [10][1320/3520] lr: 5.000e-03, eta: 23:52:33, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5323, loss_cls: 3.2551, loss: 3.2551, grad_norm: 7.5221 2021-08-17 04:24:29,689 - mmaction - INFO - Epoch [10][1340/3520] lr: 5.000e-03, eta: 23:52:19, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2250, top5_acc: 0.5198, loss_cls: 3.3561, loss: 3.3561, grad_norm: 7.6858 2021-08-17 04:24:41,324 - mmaction - INFO - Epoch [10][1360/3520] lr: 5.000e-03, eta: 23:52:06, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5198, loss_cls: 3.2700, loss: 3.2700, grad_norm: 7.7166 2021-08-17 04:24:52,911 - mmaction - INFO - Epoch [10][1380/3520] lr: 5.000e-03, eta: 23:51:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5302, loss_cls: 3.2707, loss: 3.2707, grad_norm: 7.7813 2021-08-17 04:25:04,586 - mmaction - INFO - Epoch [10][1400/3520] lr: 5.000e-03, eta: 23:51:38, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5385, loss_cls: 3.1872, loss: 3.1872, grad_norm: 7.7857 2021-08-17 04:25:16,202 - mmaction - INFO - Epoch [10][1420/3520] lr: 5.000e-03, eta: 23:51:25, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5427, loss_cls: 3.1608, loss: 3.1608, grad_norm: 7.9603 2021-08-17 04:25:27,838 - mmaction - INFO - Epoch [10][1440/3520] lr: 5.000e-03, eta: 23:51:11, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5531, loss_cls: 3.1045, loss: 3.1045, grad_norm: 7.6804 2021-08-17 04:25:39,412 - mmaction - INFO - Epoch [10][1460/3520] lr: 5.000e-03, eta: 23:50:57, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5323, loss_cls: 3.2475, loss: 3.2475, grad_norm: 7.8483 2021-08-17 04:25:51,031 - mmaction - INFO - Epoch [10][1480/3520] lr: 5.000e-03, eta: 23:50:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5240, loss_cls: 3.2001, loss: 3.2001, grad_norm: 7.6964 2021-08-17 04:26:02,633 - mmaction - INFO - Epoch [10][1500/3520] lr: 5.000e-03, eta: 23:50:29, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5365, loss_cls: 3.2757, loss: 3.2757, grad_norm: 7.8573 2021-08-17 04:26:14,190 - mmaction - INFO - Epoch [10][1520/3520] lr: 5.000e-03, eta: 23:50:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5323, loss_cls: 3.2586, loss: 3.2586, grad_norm: 7.9611 2021-08-17 04:26:25,771 - mmaction - INFO - Epoch [10][1540/3520] lr: 5.000e-03, eta: 23:50:02, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5135, loss_cls: 3.2301, loss: 3.2301, grad_norm: 7.8446 2021-08-17 04:26:37,489 - mmaction - INFO - Epoch [10][1560/3520] lr: 5.000e-03, eta: 23:49:48, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5479, loss_cls: 3.1815, loss: 3.1815, grad_norm: 7.6730 2021-08-17 04:26:49,137 - mmaction - INFO - Epoch [10][1580/3520] lr: 5.000e-03, eta: 23:49:35, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5469, loss_cls: 3.1773, loss: 3.1773, grad_norm: 7.5565 2021-08-17 04:27:00,719 - mmaction - INFO - Epoch [10][1600/3520] lr: 5.000e-03, eta: 23:49:21, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5250, loss_cls: 3.2836, loss: 3.2836, grad_norm: 7.7101 2021-08-17 04:27:12,323 - mmaction - INFO - Epoch [10][1620/3520] lr: 5.000e-03, eta: 23:49:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5260, loss_cls: 3.1519, loss: 3.1519, grad_norm: 7.5678 2021-08-17 04:27:23,950 - mmaction - INFO - Epoch [10][1640/3520] lr: 5.000e-03, eta: 23:48:53, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5417, loss_cls: 3.2104, loss: 3.2104, grad_norm: 7.6282 2021-08-17 04:27:35,534 - mmaction - INFO - Epoch [10][1660/3520] lr: 5.000e-03, eta: 23:48:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5687, loss_cls: 3.1199, loss: 3.1199, grad_norm: 7.8343 2021-08-17 04:27:47,108 - mmaction - INFO - Epoch [10][1680/3520] lr: 5.000e-03, eta: 23:48:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.1902, loss: 3.1902, grad_norm: 7.8760 2021-08-17 04:27:58,714 - mmaction - INFO - Epoch [10][1700/3520] lr: 5.000e-03, eta: 23:48:12, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5292, loss_cls: 3.2047, loss: 3.2047, grad_norm: 7.4014 2021-08-17 04:28:10,398 - mmaction - INFO - Epoch [10][1720/3520] lr: 5.000e-03, eta: 23:47:58, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5437, loss_cls: 3.2441, loss: 3.2441, grad_norm: 7.6522 2021-08-17 04:28:22,010 - mmaction - INFO - Epoch [10][1740/3520] lr: 5.000e-03, eta: 23:47:44, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5604, loss_cls: 3.1307, loss: 3.1307, grad_norm: 7.5852 2021-08-17 04:28:33,666 - mmaction - INFO - Epoch [10][1760/3520] lr: 5.000e-03, eta: 23:47:31, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5417, loss_cls: 3.1843, loss: 3.1843, grad_norm: 7.9026 2021-08-17 04:28:45,268 - mmaction - INFO - Epoch [10][1780/3520] lr: 5.000e-03, eta: 23:47:17, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5302, loss_cls: 3.2297, loss: 3.2297, grad_norm: 7.4931 2021-08-17 04:28:56,905 - mmaction - INFO - Epoch [10][1800/3520] lr: 5.000e-03, eta: 23:47:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.2006, loss: 3.2006, grad_norm: 7.8998 2021-08-17 04:29:08,518 - mmaction - INFO - Epoch [10][1820/3520] lr: 5.000e-03, eta: 23:46:50, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.2191, loss: 3.2191, grad_norm: 7.5294 2021-08-17 04:29:20,123 - mmaction - INFO - Epoch [10][1840/3520] lr: 5.000e-03, eta: 23:46:36, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5365, loss_cls: 3.1838, loss: 3.1838, grad_norm: 7.8126 2021-08-17 04:29:31,786 - mmaction - INFO - Epoch [10][1860/3520] lr: 5.000e-03, eta: 23:46:23, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5625, loss_cls: 3.1185, loss: 3.1185, grad_norm: 7.5898 2021-08-17 04:29:43,409 - mmaction - INFO - Epoch [10][1880/3520] lr: 5.000e-03, eta: 23:46:09, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5146, loss_cls: 3.2695, loss: 3.2695, grad_norm: 7.7890 2021-08-17 04:29:55,088 - mmaction - INFO - Epoch [10][1900/3520] lr: 5.000e-03, eta: 23:45:55, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5406, loss_cls: 3.1677, loss: 3.1677, grad_norm: 7.6776 2021-08-17 04:30:06,779 - mmaction - INFO - Epoch [10][1920/3520] lr: 5.000e-03, eta: 23:45:42, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5333, loss_cls: 3.1775, loss: 3.1775, grad_norm: 7.4325 2021-08-17 04:30:18,369 - mmaction - INFO - Epoch [10][1940/3520] lr: 5.000e-03, eta: 23:45:28, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5500, loss_cls: 3.0932, loss: 3.0932, grad_norm: 7.5424 2021-08-17 04:30:30,090 - mmaction - INFO - Epoch [10][1960/3520] lr: 5.000e-03, eta: 23:45:15, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.2146, top5_acc: 0.4990, loss_cls: 3.3580, loss: 3.3580, grad_norm: 7.7449 2021-08-17 04:30:41,662 - mmaction - INFO - Epoch [10][1980/3520] lr: 5.000e-03, eta: 23:45:01, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5375, loss_cls: 3.2007, loss: 3.2007, grad_norm: 7.4571 2021-08-17 04:30:53,302 - mmaction - INFO - Epoch [10][2000/3520] lr: 5.000e-03, eta: 23:44:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5125, loss_cls: 3.2360, loss: 3.2360, grad_norm: 7.7110 2021-08-17 04:31:04,836 - mmaction - INFO - Epoch [10][2020/3520] lr: 5.000e-03, eta: 23:44:33, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5448, loss_cls: 3.1936, loss: 3.1936, grad_norm: 7.5855 2021-08-17 04:31:16,426 - mmaction - INFO - Epoch [10][2040/3520] lr: 5.000e-03, eta: 23:44:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5406, loss_cls: 3.1773, loss: 3.1773, grad_norm: 7.7018 2021-08-17 04:31:28,129 - mmaction - INFO - Epoch [10][2060/3520] lr: 5.000e-03, eta: 23:44:06, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5333, loss_cls: 3.2597, loss: 3.2597, grad_norm: 7.7416 2021-08-17 04:31:39,873 - mmaction - INFO - Epoch [10][2080/3520] lr: 5.000e-03, eta: 23:43:53, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.2198, top5_acc: 0.4885, loss_cls: 3.4223, loss: 3.4223, grad_norm: 8.4450 2021-08-17 04:31:51,488 - mmaction - INFO - Epoch [10][2100/3520] lr: 5.000e-03, eta: 23:43:39, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5042, loss_cls: 3.2714, loss: 3.2714, grad_norm: 7.7131 2021-08-17 04:32:03,105 - mmaction - INFO - Epoch [10][2120/3520] lr: 5.000e-03, eta: 23:43:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5490, loss_cls: 3.1828, loss: 3.1828, grad_norm: 7.7330 2021-08-17 04:32:14,721 - mmaction - INFO - Epoch [10][2140/3520] lr: 5.000e-03, eta: 23:43:12, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5250, loss_cls: 3.2513, loss: 3.2513, grad_norm: 7.9391 2021-08-17 04:32:26,387 - mmaction - INFO - Epoch [10][2160/3520] lr: 5.000e-03, eta: 23:42:59, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5062, loss_cls: 3.3678, loss: 3.3678, grad_norm: 8.0926 2021-08-17 04:32:37,962 - mmaction - INFO - Epoch [10][2180/3520] lr: 5.000e-03, eta: 23:42:45, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5490, loss_cls: 3.1829, loss: 3.1829, grad_norm: 7.8404 2021-08-17 04:32:49,579 - mmaction - INFO - Epoch [10][2200/3520] lr: 5.000e-03, eta: 23:42:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5458, loss_cls: 3.1670, loss: 3.1670, grad_norm: 7.6556 2021-08-17 04:33:01,182 - mmaction - INFO - Epoch [10][2220/3520] lr: 5.000e-03, eta: 23:42:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5312, loss_cls: 3.2272, loss: 3.2272, grad_norm: 7.5601 2021-08-17 04:33:12,764 - mmaction - INFO - Epoch [10][2240/3520] lr: 5.000e-03, eta: 23:42:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5094, loss_cls: 3.2764, loss: 3.2764, grad_norm: 7.4398 2021-08-17 04:33:24,329 - mmaction - INFO - Epoch [10][2260/3520] lr: 5.000e-03, eta: 23:41:50, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.4844, loss_cls: 3.3578, loss: 3.3578, grad_norm: 7.5945 2021-08-17 04:33:35,953 - mmaction - INFO - Epoch [10][2280/3520] lr: 5.000e-03, eta: 23:41:36, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5385, loss_cls: 3.1899, loss: 3.1899, grad_norm: 7.6079 2021-08-17 04:33:47,641 - mmaction - INFO - Epoch [10][2300/3520] lr: 5.000e-03, eta: 23:41:23, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5167, loss_cls: 3.2494, loss: 3.2494, grad_norm: 7.7083 2021-08-17 04:33:59,216 - mmaction - INFO - Epoch [10][2320/3520] lr: 5.000e-03, eta: 23:41:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5177, loss_cls: 3.2879, loss: 3.2879, grad_norm: 7.7049 2021-08-17 04:34:10,744 - mmaction - INFO - Epoch [10][2340/3520] lr: 5.000e-03, eta: 23:40:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5260, loss_cls: 3.2426, loss: 3.2426, grad_norm: 7.6147 2021-08-17 04:34:22,510 - mmaction - INFO - Epoch [10][2360/3520] lr: 5.000e-03, eta: 23:40:42, time: 0.588, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5396, loss_cls: 3.1830, loss: 3.1830, grad_norm: 7.5872 2021-08-17 04:34:34,093 - mmaction - INFO - Epoch [10][2380/3520] lr: 5.000e-03, eta: 23:40:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5354, loss_cls: 3.1652, loss: 3.1652, grad_norm: 7.4962 2021-08-17 04:34:45,636 - mmaction - INFO - Epoch [10][2400/3520] lr: 5.000e-03, eta: 23:40:14, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5375, loss_cls: 3.1426, loss: 3.1426, grad_norm: 7.5578 2021-08-17 04:34:57,288 - mmaction - INFO - Epoch [10][2420/3520] lr: 5.000e-03, eta: 23:40:01, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5417, loss_cls: 3.1972, loss: 3.1972, grad_norm: 7.7772 2021-08-17 04:35:08,913 - mmaction - INFO - Epoch [10][2440/3520] lr: 5.000e-03, eta: 23:39:47, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5365, loss_cls: 3.1122, loss: 3.1122, grad_norm: 7.7467 2021-08-17 04:35:20,571 - mmaction - INFO - Epoch [10][2460/3520] lr: 5.000e-03, eta: 23:39:34, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5375, loss_cls: 3.1843, loss: 3.1843, grad_norm: 7.7718 2021-08-17 04:35:32,201 - mmaction - INFO - Epoch [10][2480/3520] lr: 5.000e-03, eta: 23:39:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5219, loss_cls: 3.3292, loss: 3.3292, grad_norm: 7.6427 2021-08-17 04:35:43,744 - mmaction - INFO - Epoch [10][2500/3520] lr: 5.000e-03, eta: 23:39:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5448, loss_cls: 3.1291, loss: 3.1291, grad_norm: 7.4983 2021-08-17 04:35:55,371 - mmaction - INFO - Epoch [10][2520/3520] lr: 5.000e-03, eta: 23:38:52, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5521, loss_cls: 3.1324, loss: 3.1324, grad_norm: 7.5263 2021-08-17 04:36:06,982 - mmaction - INFO - Epoch [10][2540/3520] lr: 5.000e-03, eta: 23:38:39, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5271, loss_cls: 3.2495, loss: 3.2495, grad_norm: 8.0617 2021-08-17 04:36:18,540 - mmaction - INFO - Epoch [10][2560/3520] lr: 5.000e-03, eta: 23:38:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5458, loss_cls: 3.1205, loss: 3.1205, grad_norm: 7.6448 2021-08-17 04:36:30,163 - mmaction - INFO - Epoch [10][2580/3520] lr: 5.000e-03, eta: 23:38:11, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5354, loss_cls: 3.2012, loss: 3.2012, grad_norm: 7.6976 2021-08-17 04:36:41,830 - mmaction - INFO - Epoch [10][2600/3520] lr: 5.000e-03, eta: 23:37:58, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.3372, loss: 3.3372, grad_norm: 7.5985 2021-08-17 04:36:53,443 - mmaction - INFO - Epoch [10][2620/3520] lr: 5.000e-03, eta: 23:37:44, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5083, loss_cls: 3.2801, loss: 3.2801, grad_norm: 7.7270 2021-08-17 04:37:05,016 - mmaction - INFO - Epoch [10][2640/3520] lr: 5.000e-03, eta: 23:37:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5604, loss_cls: 3.1740, loss: 3.1740, grad_norm: 7.7502 2021-08-17 04:37:16,569 - mmaction - INFO - Epoch [10][2660/3520] lr: 5.000e-03, eta: 23:37:17, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5010, loss_cls: 3.2773, loss: 3.2773, grad_norm: 7.7081 2021-08-17 04:37:28,152 - mmaction - INFO - Epoch [10][2680/3520] lr: 5.000e-03, eta: 23:37:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.2916, loss: 3.2916, grad_norm: 7.9688 2021-08-17 04:37:39,794 - mmaction - INFO - Epoch [10][2700/3520] lr: 5.000e-03, eta: 23:36:49, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5417, loss_cls: 3.2402, loss: 3.2402, grad_norm: 7.7249 2021-08-17 04:37:51,426 - mmaction - INFO - Epoch [10][2720/3520] lr: 5.000e-03, eta: 23:36:36, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5010, loss_cls: 3.4095, loss: 3.4095, grad_norm: 7.6495 2021-08-17 04:38:02,986 - mmaction - INFO - Epoch [10][2740/3520] lr: 5.000e-03, eta: 23:36:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5292, loss_cls: 3.1839, loss: 3.1839, grad_norm: 7.3974 2021-08-17 04:38:14,642 - mmaction - INFO - Epoch [10][2760/3520] lr: 5.000e-03, eta: 23:36:08, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5271, loss_cls: 3.1761, loss: 3.1761, grad_norm: 7.5716 2021-08-17 04:38:26,319 - mmaction - INFO - Epoch [10][2780/3520] lr: 5.000e-03, eta: 23:35:55, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2208, top5_acc: 0.5219, loss_cls: 3.3247, loss: 3.3247, grad_norm: 8.0136 2021-08-17 04:38:37,950 - mmaction - INFO - Epoch [10][2800/3520] lr: 5.000e-03, eta: 23:35:42, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5500, loss_cls: 3.1274, loss: 3.1274, grad_norm: 7.8496 2021-08-17 04:38:49,477 - mmaction - INFO - Epoch [10][2820/3520] lr: 5.000e-03, eta: 23:35:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5635, loss_cls: 3.1360, loss: 3.1360, grad_norm: 7.8486 2021-08-17 04:39:01,080 - mmaction - INFO - Epoch [10][2840/3520] lr: 5.000e-03, eta: 23:35:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5333, loss_cls: 3.1513, loss: 3.1513, grad_norm: 7.7649 2021-08-17 04:39:12,610 - mmaction - INFO - Epoch [10][2860/3520] lr: 5.000e-03, eta: 23:35:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2281, top5_acc: 0.5083, loss_cls: 3.2379, loss: 3.2379, grad_norm: 7.8461 2021-08-17 04:39:24,219 - mmaction - INFO - Epoch [10][2880/3520] lr: 5.000e-03, eta: 23:34:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5417, loss_cls: 3.1696, loss: 3.1696, grad_norm: 7.7893 2021-08-17 04:39:35,828 - mmaction - INFO - Epoch [10][2900/3520] lr: 5.000e-03, eta: 23:34:33, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5667, loss_cls: 3.2246, loss: 3.2246, grad_norm: 7.8602 2021-08-17 04:39:47,472 - mmaction - INFO - Epoch [10][2920/3520] lr: 5.000e-03, eta: 23:34:19, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5125, loss_cls: 3.3004, loss: 3.3004, grad_norm: 7.7134 2021-08-17 04:39:59,132 - mmaction - INFO - Epoch [10][2940/3520] lr: 5.000e-03, eta: 23:34:06, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5344, loss_cls: 3.1892, loss: 3.1892, grad_norm: 7.7772 2021-08-17 04:40:10,900 - mmaction - INFO - Epoch [10][2960/3520] lr: 5.000e-03, eta: 23:33:53, time: 0.587, data_time: 0.003, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5375, loss_cls: 3.1836, loss: 3.1836, grad_norm: 7.8485 2021-08-17 04:40:22,520 - mmaction - INFO - Epoch [10][2980/3520] lr: 5.000e-03, eta: 23:33:39, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5250, loss_cls: 3.3048, loss: 3.3048, grad_norm: 7.6355 2021-08-17 04:40:34,077 - mmaction - INFO - Epoch [10][3000/3520] lr: 5.000e-03, eta: 23:33:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5229, loss_cls: 3.2506, loss: 3.2506, grad_norm: 7.8740 2021-08-17 04:40:45,754 - mmaction - INFO - Epoch [10][3020/3520] lr: 5.000e-03, eta: 23:33:12, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5354, loss_cls: 3.2383, loss: 3.2383, grad_norm: 7.6696 2021-08-17 04:40:57,387 - mmaction - INFO - Epoch [10][3040/3520] lr: 5.000e-03, eta: 23:32:59, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5448, loss_cls: 3.2011, loss: 3.2011, grad_norm: 7.5548 2021-08-17 04:41:09,018 - mmaction - INFO - Epoch [10][3060/3520] lr: 5.000e-03, eta: 23:32:45, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5042, loss_cls: 3.3043, loss: 3.3043, grad_norm: 7.5595 2021-08-17 04:41:20,676 - mmaction - INFO - Epoch [10][3080/3520] lr: 5.000e-03, eta: 23:32:32, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5510, loss_cls: 3.1402, loss: 3.1402, grad_norm: 7.9013 2021-08-17 04:41:32,260 - mmaction - INFO - Epoch [10][3100/3520] lr: 5.000e-03, eta: 23:32:18, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5594, loss_cls: 3.1287, loss: 3.1287, grad_norm: 7.7396 2021-08-17 04:41:43,868 - mmaction - INFO - Epoch [10][3120/3520] lr: 5.000e-03, eta: 23:32:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5458, loss_cls: 3.2213, loss: 3.2213, grad_norm: 8.0984 2021-08-17 04:41:55,427 - mmaction - INFO - Epoch [10][3140/3520] lr: 5.000e-03, eta: 23:31:51, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.2487, loss: 3.2487, grad_norm: 7.4293 2021-08-17 04:42:07,046 - mmaction - INFO - Epoch [10][3160/3520] lr: 5.000e-03, eta: 23:31:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5250, loss_cls: 3.2125, loss: 3.2125, grad_norm: 7.4457 2021-08-17 04:42:18,650 - mmaction - INFO - Epoch [10][3180/3520] lr: 5.000e-03, eta: 23:31:24, time: 0.582, data_time: 0.004, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5417, loss_cls: 3.2680, loss: 3.2680, grad_norm: 7.8032 2021-08-17 04:42:30,261 - mmaction - INFO - Epoch [10][3200/3520] lr: 5.000e-03, eta: 23:31:10, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5396, loss_cls: 3.1946, loss: 3.1946, grad_norm: 7.5020 2021-08-17 04:42:41,944 - mmaction - INFO - Epoch [10][3220/3520] lr: 5.000e-03, eta: 23:30:57, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5323, loss_cls: 3.1678, loss: 3.1678, grad_norm: 7.7364 2021-08-17 04:42:53,501 - mmaction - INFO - Epoch [10][3240/3520] lr: 5.000e-03, eta: 23:30:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5198, loss_cls: 3.2523, loss: 3.2523, grad_norm: 7.8051 2021-08-17 04:43:05,129 - mmaction - INFO - Epoch [10][3260/3520] lr: 5.000e-03, eta: 23:30:30, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5146, loss_cls: 3.3046, loss: 3.3046, grad_norm: 7.8364 2021-08-17 04:43:16,753 - mmaction - INFO - Epoch [10][3280/3520] lr: 5.000e-03, eta: 23:30:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5458, loss_cls: 3.1892, loss: 3.1892, grad_norm: 7.8194 2021-08-17 04:43:28,308 - mmaction - INFO - Epoch [10][3300/3520] lr: 5.000e-03, eta: 23:30:02, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5281, loss_cls: 3.1943, loss: 3.1943, grad_norm: 7.6004 2021-08-17 04:43:40,008 - mmaction - INFO - Epoch [10][3320/3520] lr: 5.000e-03, eta: 23:29:49, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5177, loss_cls: 3.2218, loss: 3.2218, grad_norm: 7.6052 2021-08-17 04:43:51,576 - mmaction - INFO - Epoch [10][3340/3520] lr: 5.000e-03, eta: 23:29:35, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5542, loss_cls: 3.1468, loss: 3.1468, grad_norm: 7.4746 2021-08-17 04:44:03,208 - mmaction - INFO - Epoch [10][3360/3520] lr: 5.000e-03, eta: 23:29:22, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5437, loss_cls: 3.0803, loss: 3.0803, grad_norm: 7.5357 2021-08-17 04:44:14,797 - mmaction - INFO - Epoch [10][3380/3520] lr: 5.000e-03, eta: 23:29:08, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5542, loss_cls: 3.1216, loss: 3.1216, grad_norm: 7.8161 2021-08-17 04:44:26,563 - mmaction - INFO - Epoch [10][3400/3520] lr: 5.000e-03, eta: 23:28:55, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5094, loss_cls: 3.2963, loss: 3.2963, grad_norm: 7.5802 2021-08-17 04:44:38,249 - mmaction - INFO - Epoch [10][3420/3520] lr: 5.000e-03, eta: 23:28:42, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5083, loss_cls: 3.3077, loss: 3.3077, grad_norm: 8.0750 2021-08-17 04:44:49,874 - mmaction - INFO - Epoch [10][3440/3520] lr: 5.000e-03, eta: 23:28:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5333, loss_cls: 3.2315, loss: 3.2315, grad_norm: 7.8256 2021-08-17 04:45:01,534 - mmaction - INFO - Epoch [10][3460/3520] lr: 5.000e-03, eta: 23:28:15, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5240, loss_cls: 3.2343, loss: 3.2343, grad_norm: 7.7536 2021-08-17 04:45:13,160 - mmaction - INFO - Epoch [10][3480/3520] lr: 5.000e-03, eta: 23:28:02, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5125, loss_cls: 3.2501, loss: 3.2501, grad_norm: 7.8120 2021-08-17 04:45:24,690 - mmaction - INFO - Epoch [10][3500/3520] lr: 5.000e-03, eta: 23:27:48, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5146, loss_cls: 3.2624, loss: 3.2624, grad_norm: 7.9243 2021-08-17 04:45:35,765 - mmaction - INFO - Epoch [10][3520/3520] lr: 5.000e-03, eta: 23:27:32, time: 0.553, data_time: 0.002, memory: 8335, top1_acc: 0.2609, top5_acc: 0.5185, loss_cls: 3.2659, loss: 3.2659, grad_norm: 7.6093 2021-08-17 04:45:38,936 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-08-17 04:47:13,208 - mmaction - INFO - Epoch [11][20/3520] lr: 5.000e-03, eta: 23:32:47, time: 4.695, data_time: 4.105, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5417, loss_cls: 3.1454, loss: 3.1454, grad_norm: 7.5442 2021-08-17 04:47:24,776 - mmaction - INFO - Epoch [11][40/3520] lr: 5.000e-03, eta: 23:32:34, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5240, loss_cls: 3.2289, loss: 3.2289, grad_norm: 7.6638 2021-08-17 04:47:36,360 - mmaction - INFO - Epoch [11][60/3520] lr: 5.000e-03, eta: 23:32:20, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5365, loss_cls: 3.2019, loss: 3.2019, grad_norm: 7.6801 2021-08-17 04:47:47,911 - mmaction - INFO - Epoch [11][80/3520] lr: 5.000e-03, eta: 23:32:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5573, loss_cls: 3.1535, loss: 3.1535, grad_norm: 7.5767 2021-08-17 04:47:59,508 - mmaction - INFO - Epoch [11][100/3520] lr: 5.000e-03, eta: 23:31:52, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5583, loss_cls: 3.0989, loss: 3.0989, grad_norm: 7.7773 2021-08-17 04:48:11,151 - mmaction - INFO - Epoch [11][120/3520] lr: 5.000e-03, eta: 23:31:38, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5552, loss_cls: 3.1454, loss: 3.1454, grad_norm: 7.8200 2021-08-17 04:48:22,705 - mmaction - INFO - Epoch [11][140/3520] lr: 5.000e-03, eta: 23:31:24, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5563, loss_cls: 3.1158, loss: 3.1158, grad_norm: 7.6863 2021-08-17 04:48:34,319 - mmaction - INFO - Epoch [11][160/3520] lr: 5.000e-03, eta: 23:31:10, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5271, loss_cls: 3.1001, loss: 3.1001, grad_norm: 7.3767 2021-08-17 04:48:45,895 - mmaction - INFO - Epoch [11][180/3520] lr: 5.000e-03, eta: 23:30:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5594, loss_cls: 3.1771, loss: 3.1771, grad_norm: 8.0862 2021-08-17 04:48:57,503 - mmaction - INFO - Epoch [11][200/3520] lr: 5.000e-03, eta: 23:30:43, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5687, loss_cls: 3.1089, loss: 3.1089, grad_norm: 8.0409 2021-08-17 04:49:09,107 - mmaction - INFO - Epoch [11][220/3520] lr: 5.000e-03, eta: 23:30:29, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5573, loss_cls: 3.1494, loss: 3.1494, grad_norm: 7.8095 2021-08-17 04:49:20,684 - mmaction - INFO - Epoch [11][240/3520] lr: 5.000e-03, eta: 23:30:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5427, loss_cls: 3.1472, loss: 3.1472, grad_norm: 7.8430 2021-08-17 04:49:32,298 - mmaction - INFO - Epoch [11][260/3520] lr: 5.000e-03, eta: 23:30:01, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5365, loss_cls: 3.1977, loss: 3.1977, grad_norm: 7.7926 2021-08-17 04:49:43,896 - mmaction - INFO - Epoch [11][280/3520] lr: 5.000e-03, eta: 23:29:48, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5396, loss_cls: 3.2226, loss: 3.2226, grad_norm: 7.7338 2021-08-17 04:49:55,558 - mmaction - INFO - Epoch [11][300/3520] lr: 5.000e-03, eta: 23:29:34, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5344, loss_cls: 3.2016, loss: 3.2016, grad_norm: 7.8386 2021-08-17 04:50:07,178 - mmaction - INFO - Epoch [11][320/3520] lr: 5.000e-03, eta: 23:29:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5427, loss_cls: 3.2119, loss: 3.2119, grad_norm: 8.1270 2021-08-17 04:50:18,977 - mmaction - INFO - Epoch [11][340/3520] lr: 5.000e-03, eta: 23:29:07, time: 0.588, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5510, loss_cls: 3.1211, loss: 3.1211, grad_norm: 7.4852 2021-08-17 04:50:30,553 - mmaction - INFO - Epoch [11][360/3520] lr: 5.000e-03, eta: 23:28:54, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5563, loss_cls: 3.1161, loss: 3.1161, grad_norm: 7.8727 2021-08-17 04:50:42,194 - mmaction - INFO - Epoch [11][380/3520] lr: 5.000e-03, eta: 23:28:40, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5292, loss_cls: 3.1763, loss: 3.1763, grad_norm: 7.6168 2021-08-17 04:50:53,764 - mmaction - INFO - Epoch [11][400/3520] lr: 5.000e-03, eta: 23:28:26, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5323, loss_cls: 3.2355, loss: 3.2355, grad_norm: 7.9068 2021-08-17 04:51:05,418 - mmaction - INFO - Epoch [11][420/3520] lr: 5.000e-03, eta: 23:28:12, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5479, loss_cls: 3.1493, loss: 3.1493, grad_norm: 7.6170 2021-08-17 04:51:17,013 - mmaction - INFO - Epoch [11][440/3520] lr: 5.000e-03, eta: 23:27:59, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5448, loss_cls: 3.1593, loss: 3.1593, grad_norm: 7.9289 2021-08-17 04:51:28,602 - mmaction - INFO - Epoch [11][460/3520] lr: 5.000e-03, eta: 23:27:45, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5531, loss_cls: 3.1206, loss: 3.1206, grad_norm: 7.7030 2021-08-17 04:51:40,163 - mmaction - INFO - Epoch [11][480/3520] lr: 5.000e-03, eta: 23:27:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5479, loss_cls: 3.1731, loss: 3.1731, grad_norm: 7.8929 2021-08-17 04:51:51,802 - mmaction - INFO - Epoch [11][500/3520] lr: 5.000e-03, eta: 23:27:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5437, loss_cls: 3.1365, loss: 3.1365, grad_norm: 7.6241 2021-08-17 04:52:03,485 - mmaction - INFO - Epoch [11][520/3520] lr: 5.000e-03, eta: 23:27:04, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5437, loss_cls: 3.1585, loss: 3.1585, grad_norm: 7.7236 2021-08-17 04:52:15,115 - mmaction - INFO - Epoch [11][540/3520] lr: 5.000e-03, eta: 23:26:50, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5490, loss_cls: 3.1780, loss: 3.1780, grad_norm: 7.8348 2021-08-17 04:52:26,715 - mmaction - INFO - Epoch [11][560/3520] lr: 5.000e-03, eta: 23:26:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5344, loss_cls: 3.2490, loss: 3.2490, grad_norm: 7.9484 2021-08-17 04:52:38,341 - mmaction - INFO - Epoch [11][580/3520] lr: 5.000e-03, eta: 23:26:23, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5396, loss_cls: 3.2131, loss: 3.2131, grad_norm: 8.0397 2021-08-17 04:52:49,957 - mmaction - INFO - Epoch [11][600/3520] lr: 5.000e-03, eta: 23:26:09, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5521, loss_cls: 3.1595, loss: 3.1595, grad_norm: 7.7321 2021-08-17 04:53:01,586 - mmaction - INFO - Epoch [11][620/3520] lr: 5.000e-03, eta: 23:25:56, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5146, loss_cls: 3.2049, loss: 3.2049, grad_norm: 7.7353 2021-08-17 04:53:13,175 - mmaction - INFO - Epoch [11][640/3520] lr: 5.000e-03, eta: 23:25:42, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5708, loss_cls: 3.0362, loss: 3.0362, grad_norm: 7.6932 2021-08-17 04:53:24,800 - mmaction - INFO - Epoch [11][660/3520] lr: 5.000e-03, eta: 23:25:28, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5490, loss_cls: 3.1721, loss: 3.1721, grad_norm: 7.8088 2021-08-17 04:53:36,418 - mmaction - INFO - Epoch [11][680/3520] lr: 5.000e-03, eta: 23:25:15, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5375, loss_cls: 3.2230, loss: 3.2230, grad_norm: 7.8593 2021-08-17 04:53:48,108 - mmaction - INFO - Epoch [11][700/3520] lr: 5.000e-03, eta: 23:25:01, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.1521, loss: 3.1521, grad_norm: 7.7714 2021-08-17 04:53:59,771 - mmaction - INFO - Epoch [11][720/3520] lr: 5.000e-03, eta: 23:24:48, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5323, loss_cls: 3.1983, loss: 3.1983, grad_norm: 7.9088 2021-08-17 04:54:11,373 - mmaction - INFO - Epoch [11][740/3520] lr: 5.000e-03, eta: 23:24:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5563, loss_cls: 3.1613, loss: 3.1613, grad_norm: 7.7012 2021-08-17 04:54:22,899 - mmaction - INFO - Epoch [11][760/3520] lr: 5.000e-03, eta: 23:24:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5396, loss_cls: 3.2128, loss: 3.2128, grad_norm: 7.8706 2021-08-17 04:54:34,487 - mmaction - INFO - Epoch [11][780/3520] lr: 5.000e-03, eta: 23:24:06, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5583, loss_cls: 3.1038, loss: 3.1038, grad_norm: 7.7294 2021-08-17 04:54:45,993 - mmaction - INFO - Epoch [11][800/3520] lr: 5.000e-03, eta: 23:23:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5198, loss_cls: 3.2335, loss: 3.2335, grad_norm: 7.9554 2021-08-17 04:54:57,631 - mmaction - INFO - Epoch [11][820/3520] lr: 5.000e-03, eta: 23:23:39, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5458, loss_cls: 3.0568, loss: 3.0568, grad_norm: 7.5639 2021-08-17 04:55:09,224 - mmaction - INFO - Epoch [11][840/3520] lr: 5.000e-03, eta: 23:23:25, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5615, loss_cls: 3.0530, loss: 3.0530, grad_norm: 7.6644 2021-08-17 04:55:20,837 - mmaction - INFO - Epoch [11][860/3520] lr: 5.000e-03, eta: 23:23:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5417, loss_cls: 3.1976, loss: 3.1976, grad_norm: 7.7216 2021-08-17 04:55:32,399 - mmaction - INFO - Epoch [11][880/3520] lr: 5.000e-03, eta: 23:22:57, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5458, loss_cls: 3.1848, loss: 3.1848, grad_norm: 7.8284 2021-08-17 04:55:44,085 - mmaction - INFO - Epoch [11][900/3520] lr: 5.000e-03, eta: 23:22:44, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5510, loss_cls: 3.1669, loss: 3.1669, grad_norm: 7.6720 2021-08-17 04:55:55,732 - mmaction - INFO - Epoch [11][920/3520] lr: 5.000e-03, eta: 23:22:30, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5458, loss_cls: 3.2153, loss: 3.2153, grad_norm: 7.6300 2021-08-17 04:56:07,349 - mmaction - INFO - Epoch [11][940/3520] lr: 5.000e-03, eta: 23:22:17, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5458, loss_cls: 3.1250, loss: 3.1250, grad_norm: 7.6095 2021-08-17 04:56:18,904 - mmaction - INFO - Epoch [11][960/3520] lr: 5.000e-03, eta: 23:22:03, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5563, loss_cls: 3.1012, loss: 3.1012, grad_norm: 7.7256 2021-08-17 04:56:30,591 - mmaction - INFO - Epoch [11][980/3520] lr: 5.000e-03, eta: 23:21:49, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5229, loss_cls: 3.2465, loss: 3.2465, grad_norm: 7.7011 2021-08-17 04:56:42,267 - mmaction - INFO - Epoch [11][1000/3520] lr: 5.000e-03, eta: 23:21:36, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5427, loss_cls: 3.1588, loss: 3.1588, grad_norm: 7.9895 2021-08-17 04:56:53,842 - mmaction - INFO - Epoch [11][1020/3520] lr: 5.000e-03, eta: 23:21:22, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5271, loss_cls: 3.2691, loss: 3.2691, grad_norm: 8.0461 2021-08-17 04:57:05,425 - mmaction - INFO - Epoch [11][1040/3520] lr: 5.000e-03, eta: 23:21:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5240, loss_cls: 3.2573, loss: 3.2573, grad_norm: 8.1299 2021-08-17 04:57:17,053 - mmaction - INFO - Epoch [11][1060/3520] lr: 5.000e-03, eta: 23:20:55, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5417, loss_cls: 3.1887, loss: 3.1887, grad_norm: 7.6402 2021-08-17 04:57:28,702 - mmaction - INFO - Epoch [11][1080/3520] lr: 5.000e-03, eta: 23:20:41, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5406, loss_cls: 3.2201, loss: 3.2201, grad_norm: 7.7880 2021-08-17 04:57:40,360 - mmaction - INFO - Epoch [11][1100/3520] lr: 5.000e-03, eta: 23:20:28, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5292, loss_cls: 3.2256, loss: 3.2256, grad_norm: 7.5868 2021-08-17 04:57:51,952 - mmaction - INFO - Epoch [11][1120/3520] lr: 5.000e-03, eta: 23:20:14, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5271, loss_cls: 3.2314, loss: 3.2314, grad_norm: 7.6647 2021-08-17 04:58:03,522 - mmaction - INFO - Epoch [11][1140/3520] lr: 5.000e-03, eta: 23:20:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5271, loss_cls: 3.1772, loss: 3.1772, grad_norm: 8.0595 2021-08-17 04:58:15,096 - mmaction - INFO - Epoch [11][1160/3520] lr: 5.000e-03, eta: 23:19:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5292, loss_cls: 3.1939, loss: 3.1939, grad_norm: 7.7309 2021-08-17 04:58:26,680 - mmaction - INFO - Epoch [11][1180/3520] lr: 5.000e-03, eta: 23:19:33, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5458, loss_cls: 3.1356, loss: 3.1356, grad_norm: 7.7351 2021-08-17 04:58:38,382 - mmaction - INFO - Epoch [11][1200/3520] lr: 5.000e-03, eta: 23:19:20, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.1197, loss: 3.1197, grad_norm: 7.9473 2021-08-17 04:58:50,011 - mmaction - INFO - Epoch [11][1220/3520] lr: 5.000e-03, eta: 23:19:06, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5469, loss_cls: 3.1901, loss: 3.1901, grad_norm: 7.6029 2021-08-17 04:59:01,569 - mmaction - INFO - Epoch [11][1240/3520] lr: 5.000e-03, eta: 23:18:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5271, loss_cls: 3.1756, loss: 3.1756, grad_norm: 7.4700 2021-08-17 04:59:13,203 - mmaction - INFO - Epoch [11][1260/3520] lr: 5.000e-03, eta: 23:18:39, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5500, loss_cls: 3.1385, loss: 3.1385, grad_norm: 7.5181 2021-08-17 04:59:24,831 - mmaction - INFO - Epoch [11][1280/3520] lr: 5.000e-03, eta: 23:18:25, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5302, loss_cls: 3.2173, loss: 3.2173, grad_norm: 7.6007 2021-08-17 04:59:36,465 - mmaction - INFO - Epoch [11][1300/3520] lr: 5.000e-03, eta: 23:18:12, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5125, loss_cls: 3.2114, loss: 3.2114, grad_norm: 7.6532 2021-08-17 04:59:48,013 - mmaction - INFO - Epoch [11][1320/3520] lr: 5.000e-03, eta: 23:17:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5406, loss_cls: 3.1801, loss: 3.1801, grad_norm: 7.9508 2021-08-17 04:59:59,624 - mmaction - INFO - Epoch [11][1340/3520] lr: 5.000e-03, eta: 23:17:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5156, loss_cls: 3.3186, loss: 3.3186, grad_norm: 7.9335 2021-08-17 05:00:11,307 - mmaction - INFO - Epoch [11][1360/3520] lr: 5.000e-03, eta: 23:17:31, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5448, loss_cls: 3.1389, loss: 3.1389, grad_norm: 7.7429 2021-08-17 05:00:22,976 - mmaction - INFO - Epoch [11][1380/3520] lr: 5.000e-03, eta: 23:17:17, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5271, loss_cls: 3.2113, loss: 3.2113, grad_norm: 7.7419 2021-08-17 05:00:34,537 - mmaction - INFO - Epoch [11][1400/3520] lr: 5.000e-03, eta: 23:17:04, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5604, loss_cls: 3.1166, loss: 3.1166, grad_norm: 7.8003 2021-08-17 05:00:46,125 - mmaction - INFO - Epoch [11][1420/3520] lr: 5.000e-03, eta: 23:16:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5406, loss_cls: 3.1607, loss: 3.1607, grad_norm: 7.4674 2021-08-17 05:00:57,736 - mmaction - INFO - Epoch [11][1440/3520] lr: 5.000e-03, eta: 23:16:36, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5104, loss_cls: 3.3531, loss: 3.3531, grad_norm: 7.7109 2021-08-17 05:01:09,434 - mmaction - INFO - Epoch [11][1460/3520] lr: 5.000e-03, eta: 23:16:23, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5583, loss_cls: 3.1407, loss: 3.1407, grad_norm: 7.9645 2021-08-17 05:01:21,050 - mmaction - INFO - Epoch [11][1480/3520] lr: 5.000e-03, eta: 23:16:10, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5396, loss_cls: 3.1686, loss: 3.1686, grad_norm: 8.0667 2021-08-17 05:01:32,604 - mmaction - INFO - Epoch [11][1500/3520] lr: 5.000e-03, eta: 23:15:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5615, loss_cls: 3.1216, loss: 3.1216, grad_norm: 7.6580 2021-08-17 05:01:44,131 - mmaction - INFO - Epoch [11][1520/3520] lr: 5.000e-03, eta: 23:15:42, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5490, loss_cls: 3.1860, loss: 3.1860, grad_norm: 7.7014 2021-08-17 05:01:55,773 - mmaction - INFO - Epoch [11][1540/3520] lr: 5.000e-03, eta: 23:15:28, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5198, loss_cls: 3.2499, loss: 3.2499, grad_norm: 7.7245 2021-08-17 05:02:07,265 - mmaction - INFO - Epoch [11][1560/3520] lr: 5.000e-03, eta: 23:15:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5208, loss_cls: 3.2154, loss: 3.2154, grad_norm: 7.7910 2021-08-17 05:02:18,837 - mmaction - INFO - Epoch [11][1580/3520] lr: 5.000e-03, eta: 23:15:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5500, loss_cls: 3.1556, loss: 3.1556, grad_norm: 7.6604 2021-08-17 05:02:30,385 - mmaction - INFO - Epoch [11][1600/3520] lr: 5.000e-03, eta: 23:14:47, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5646, loss_cls: 3.0814, loss: 3.0814, grad_norm: 7.6116 2021-08-17 05:02:41,964 - mmaction - INFO - Epoch [11][1620/3520] lr: 5.000e-03, eta: 23:14:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5354, loss_cls: 3.1712, loss: 3.1712, grad_norm: 7.9632 2021-08-17 05:02:53,575 - mmaction - INFO - Epoch [11][1640/3520] lr: 5.000e-03, eta: 23:14:19, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5344, loss_cls: 3.2242, loss: 3.2242, grad_norm: 7.8373 2021-08-17 05:03:05,206 - mmaction - INFO - Epoch [11][1660/3520] lr: 5.000e-03, eta: 23:14:06, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5667, loss_cls: 3.1341, loss: 3.1341, grad_norm: 7.6210 2021-08-17 05:03:16,783 - mmaction - INFO - Epoch [11][1680/3520] lr: 5.000e-03, eta: 23:13:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5333, loss_cls: 3.2239, loss: 3.2239, grad_norm: 7.6629 2021-08-17 05:03:28,376 - mmaction - INFO - Epoch [11][1700/3520] lr: 5.000e-03, eta: 23:13:38, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5437, loss_cls: 3.1501, loss: 3.1501, grad_norm: 7.8196 2021-08-17 05:03:39,980 - mmaction - INFO - Epoch [11][1720/3520] lr: 5.000e-03, eta: 23:13:25, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5552, loss_cls: 3.1739, loss: 3.1739, grad_norm: 7.7008 2021-08-17 05:03:51,618 - mmaction - INFO - Epoch [11][1740/3520] lr: 5.000e-03, eta: 23:13:11, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5708, loss_cls: 3.1270, loss: 3.1270, grad_norm: 7.7628 2021-08-17 05:04:03,239 - mmaction - INFO - Epoch [11][1760/3520] lr: 5.000e-03, eta: 23:12:58, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5448, loss_cls: 3.1700, loss: 3.1700, grad_norm: 7.7785 2021-08-17 05:04:14,865 - mmaction - INFO - Epoch [11][1780/3520] lr: 5.000e-03, eta: 23:12:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5458, loss_cls: 3.2006, loss: 3.2006, grad_norm: 7.9419 2021-08-17 05:04:26,495 - mmaction - INFO - Epoch [11][1800/3520] lr: 5.000e-03, eta: 23:12:31, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5510, loss_cls: 3.1292, loss: 3.1292, grad_norm: 7.8869 2021-08-17 05:04:38,139 - mmaction - INFO - Epoch [11][1820/3520] lr: 5.000e-03, eta: 23:12:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5385, loss_cls: 3.2234, loss: 3.2234, grad_norm: 7.7231 2021-08-17 05:04:49,733 - mmaction - INFO - Epoch [11][1840/3520] lr: 5.000e-03, eta: 23:12:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5573, loss_cls: 3.1862, loss: 3.1862, grad_norm: 7.9601 2021-08-17 05:05:01,383 - mmaction - INFO - Epoch [11][1860/3520] lr: 5.000e-03, eta: 23:11:50, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5687, loss_cls: 3.1442, loss: 3.1442, grad_norm: 7.6186 2021-08-17 05:05:12,951 - mmaction - INFO - Epoch [11][1880/3520] lr: 5.000e-03, eta: 23:11:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5552, loss_cls: 3.1276, loss: 3.1276, grad_norm: 7.9055 2021-08-17 05:05:24,597 - mmaction - INFO - Epoch [11][1900/3520] lr: 5.000e-03, eta: 23:11:23, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5604, loss_cls: 3.1437, loss: 3.1437, grad_norm: 8.0731 2021-08-17 05:05:36,186 - mmaction - INFO - Epoch [11][1920/3520] lr: 5.000e-03, eta: 23:11:10, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5417, loss_cls: 3.2038, loss: 3.2038, grad_norm: 7.7949 2021-08-17 05:05:47,789 - mmaction - INFO - Epoch [11][1940/3520] lr: 5.000e-03, eta: 23:10:56, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5312, loss_cls: 3.2611, loss: 3.2611, grad_norm: 7.6279 2021-08-17 05:05:59,471 - mmaction - INFO - Epoch [11][1960/3520] lr: 5.000e-03, eta: 23:10:43, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5552, loss_cls: 3.0762, loss: 3.0762, grad_norm: 7.5879 2021-08-17 05:06:11,103 - mmaction - INFO - Epoch [11][1980/3520] lr: 5.000e-03, eta: 23:10:29, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5417, loss_cls: 3.1681, loss: 3.1681, grad_norm: 7.9295 2021-08-17 05:06:22,694 - mmaction - INFO - Epoch [11][2000/3520] lr: 5.000e-03, eta: 23:10:16, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.1383, loss: 3.1383, grad_norm: 7.9682 2021-08-17 05:06:34,416 - mmaction - INFO - Epoch [11][2020/3520] lr: 5.000e-03, eta: 23:10:03, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5375, loss_cls: 3.2235, loss: 3.2235, grad_norm: 7.7456 2021-08-17 05:06:46,063 - mmaction - INFO - Epoch [11][2040/3520] lr: 5.000e-03, eta: 23:09:49, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5531, loss_cls: 3.1125, loss: 3.1125, grad_norm: 7.6510 2021-08-17 05:06:57,634 - mmaction - INFO - Epoch [11][2060/3520] lr: 5.000e-03, eta: 23:09:35, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5271, loss_cls: 3.2562, loss: 3.2562, grad_norm: 8.0005 2021-08-17 05:07:09,197 - mmaction - INFO - Epoch [11][2080/3520] lr: 5.000e-03, eta: 23:09:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5448, loss_cls: 3.1217, loss: 3.1217, grad_norm: 7.7041 2021-08-17 05:07:20,793 - mmaction - INFO - Epoch [11][2100/3520] lr: 5.000e-03, eta: 23:09:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5437, loss_cls: 3.1468, loss: 3.1468, grad_norm: 7.7182 2021-08-17 05:07:32,423 - mmaction - INFO - Epoch [11][2120/3520] lr: 5.000e-03, eta: 23:08:55, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5417, loss_cls: 3.2025, loss: 3.2025, grad_norm: 8.2608 2021-08-17 05:07:44,056 - mmaction - INFO - Epoch [11][2140/3520] lr: 5.000e-03, eta: 23:08:41, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5521, loss_cls: 3.1698, loss: 3.1698, grad_norm: 7.9094 2021-08-17 05:07:55,580 - mmaction - INFO - Epoch [11][2160/3520] lr: 5.000e-03, eta: 23:08:27, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5250, loss_cls: 3.2262, loss: 3.2262, grad_norm: 7.8389 2021-08-17 05:08:07,163 - mmaction - INFO - Epoch [11][2180/3520] lr: 5.000e-03, eta: 23:08:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.4875, loss_cls: 3.3781, loss: 3.3781, grad_norm: 7.8284 2021-08-17 05:08:18,766 - mmaction - INFO - Epoch [11][2200/3520] lr: 5.000e-03, eta: 23:08:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5385, loss_cls: 3.1784, loss: 3.1784, grad_norm: 7.8654 2021-08-17 05:08:30,407 - mmaction - INFO - Epoch [11][2220/3520] lr: 5.000e-03, eta: 23:07:47, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5396, loss_cls: 3.1444, loss: 3.1444, grad_norm: 7.8170 2021-08-17 05:08:41,996 - mmaction - INFO - Epoch [11][2240/3520] lr: 5.000e-03, eta: 23:07:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5552, loss_cls: 3.1200, loss: 3.1200, grad_norm: 7.3900 2021-08-17 05:08:53,654 - mmaction - INFO - Epoch [11][2260/3520] lr: 5.000e-03, eta: 23:07:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5510, loss_cls: 3.1345, loss: 3.1345, grad_norm: 7.8660 2021-08-17 05:09:05,169 - mmaction - INFO - Epoch [11][2280/3520] lr: 5.000e-03, eta: 23:07:06, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5437, loss_cls: 3.2331, loss: 3.2331, grad_norm: 7.9146 2021-08-17 05:09:16,788 - mmaction - INFO - Epoch [11][2300/3520] lr: 5.000e-03, eta: 23:06:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5417, loss_cls: 3.2254, loss: 3.2254, grad_norm: 7.7156 2021-08-17 05:09:28,432 - mmaction - INFO - Epoch [11][2320/3520] lr: 5.000e-03, eta: 23:06:39, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5583, loss_cls: 3.1129, loss: 3.1129, grad_norm: 7.6765 2021-08-17 05:09:40,070 - mmaction - INFO - Epoch [11][2340/3520] lr: 5.000e-03, eta: 23:06:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5437, loss_cls: 3.1098, loss: 3.1098, grad_norm: 7.4528 2021-08-17 05:09:51,660 - mmaction - INFO - Epoch [11][2360/3520] lr: 5.000e-03, eta: 23:06:12, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5531, loss_cls: 3.1802, loss: 3.1802, grad_norm: 7.9819 2021-08-17 05:10:03,286 - mmaction - INFO - Epoch [11][2380/3520] lr: 5.000e-03, eta: 23:05:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5240, loss_cls: 3.2752, loss: 3.2752, grad_norm: 8.0555 2021-08-17 05:10:14,851 - mmaction - INFO - Epoch [11][2400/3520] lr: 5.000e-03, eta: 23:05:45, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5531, loss_cls: 3.1686, loss: 3.1686, grad_norm: 7.7202 2021-08-17 05:10:26,477 - mmaction - INFO - Epoch [11][2420/3520] lr: 5.000e-03, eta: 23:05:32, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5437, loss_cls: 3.2051, loss: 3.2051, grad_norm: 7.6675 2021-08-17 05:10:38,066 - mmaction - INFO - Epoch [11][2440/3520] lr: 5.000e-03, eta: 23:05:18, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5271, loss_cls: 3.2315, loss: 3.2315, grad_norm: 8.0505 2021-08-17 05:10:49,730 - mmaction - INFO - Epoch [11][2460/3520] lr: 5.000e-03, eta: 23:05:05, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5469, loss_cls: 3.1449, loss: 3.1449, grad_norm: 7.6658 2021-08-17 05:11:01,305 - mmaction - INFO - Epoch [11][2480/3520] lr: 5.000e-03, eta: 23:04:51, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5531, loss_cls: 3.1278, loss: 3.1278, grad_norm: 7.6731 2021-08-17 05:11:12,871 - mmaction - INFO - Epoch [11][2500/3520] lr: 5.000e-03, eta: 23:04:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5583, loss_cls: 3.1890, loss: 3.1890, grad_norm: 7.8250 2021-08-17 05:11:24,422 - mmaction - INFO - Epoch [11][2520/3520] lr: 5.000e-03, eta: 23:04:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5115, loss_cls: 3.2712, loss: 3.2712, grad_norm: 7.5732 2021-08-17 05:11:36,113 - mmaction - INFO - Epoch [11][2540/3520] lr: 5.000e-03, eta: 23:04:10, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5437, loss_cls: 3.1877, loss: 3.1877, grad_norm: 7.7848 2021-08-17 05:11:47,748 - mmaction - INFO - Epoch [11][2560/3520] lr: 5.000e-03, eta: 23:03:57, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5031, loss_cls: 3.2716, loss: 3.2716, grad_norm: 7.7692 2021-08-17 05:11:59,440 - mmaction - INFO - Epoch [11][2580/3520] lr: 5.000e-03, eta: 23:03:44, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5333, loss_cls: 3.2464, loss: 3.2464, grad_norm: 7.9517 2021-08-17 05:12:11,093 - mmaction - INFO - Epoch [11][2600/3520] lr: 5.000e-03, eta: 23:03:31, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.2265, loss: 3.2265, grad_norm: 7.7454 2021-08-17 05:12:22,713 - mmaction - INFO - Epoch [11][2620/3520] lr: 5.000e-03, eta: 23:03:17, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5490, loss_cls: 3.1855, loss: 3.1855, grad_norm: 7.5871 2021-08-17 05:12:34,240 - mmaction - INFO - Epoch [11][2640/3520] lr: 5.000e-03, eta: 23:03:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5646, loss_cls: 3.1364, loss: 3.1364, grad_norm: 7.7042 2021-08-17 05:12:45,957 - mmaction - INFO - Epoch [11][2660/3520] lr: 5.000e-03, eta: 23:02:50, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5094, loss_cls: 3.2851, loss: 3.2851, grad_norm: 7.8084 2021-08-17 05:12:57,519 - mmaction - INFO - Epoch [11][2680/3520] lr: 5.000e-03, eta: 23:02:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5354, loss_cls: 3.2654, loss: 3.2654, grad_norm: 8.0156 2021-08-17 05:13:09,084 - mmaction - INFO - Epoch [11][2700/3520] lr: 5.000e-03, eta: 23:02:23, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5271, loss_cls: 3.2540, loss: 3.2540, grad_norm: 7.9327 2021-08-17 05:13:20,612 - mmaction - INFO - Epoch [11][2720/3520] lr: 5.000e-03, eta: 23:02:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5125, loss_cls: 3.2090, loss: 3.2090, grad_norm: 7.7483 2021-08-17 05:13:32,191 - mmaction - INFO - Epoch [11][2740/3520] lr: 5.000e-03, eta: 23:01:56, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5125, loss_cls: 3.2683, loss: 3.2683, grad_norm: 7.8376 2021-08-17 05:13:43,792 - mmaction - INFO - Epoch [11][2760/3520] lr: 5.000e-03, eta: 23:01:42, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5490, loss_cls: 3.1881, loss: 3.1881, grad_norm: 7.5365 2021-08-17 05:13:55,405 - mmaction - INFO - Epoch [11][2780/3520] lr: 5.000e-03, eta: 23:01:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5281, loss_cls: 3.3011, loss: 3.3011, grad_norm: 7.9498 2021-08-17 05:14:06,965 - mmaction - INFO - Epoch [11][2800/3520] lr: 5.000e-03, eta: 23:01:15, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5167, loss_cls: 3.2537, loss: 3.2537, grad_norm: 7.7144 2021-08-17 05:14:18,575 - mmaction - INFO - Epoch [11][2820/3520] lr: 5.000e-03, eta: 23:01:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5500, loss_cls: 3.1039, loss: 3.1039, grad_norm: 7.4843 2021-08-17 05:14:30,185 - mmaction - INFO - Epoch [11][2840/3520] lr: 5.000e-03, eta: 23:00:48, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5667, loss_cls: 3.1497, loss: 3.1497, grad_norm: 7.8074 2021-08-17 05:14:41,792 - mmaction - INFO - Epoch [11][2860/3520] lr: 5.000e-03, eta: 23:00:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5698, loss_cls: 3.1267, loss: 3.1267, grad_norm: 7.6702 2021-08-17 05:14:53,350 - mmaction - INFO - Epoch [11][2880/3520] lr: 5.000e-03, eta: 23:00:21, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5333, loss_cls: 3.2230, loss: 3.2230, grad_norm: 7.9418 2021-08-17 05:15:04,964 - mmaction - INFO - Epoch [11][2900/3520] lr: 5.000e-03, eta: 23:00:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5510, loss_cls: 3.1055, loss: 3.1055, grad_norm: 7.5798 2021-08-17 05:15:16,570 - mmaction - INFO - Epoch [11][2920/3520] lr: 5.000e-03, eta: 22:59:54, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5365, loss_cls: 3.1758, loss: 3.1758, grad_norm: 7.8759 2021-08-17 05:15:28,180 - mmaction - INFO - Epoch [11][2940/3520] lr: 5.000e-03, eta: 22:59:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5594, loss_cls: 3.1551, loss: 3.1551, grad_norm: 8.0329 2021-08-17 05:15:39,791 - mmaction - INFO - Epoch [11][2960/3520] lr: 5.000e-03, eta: 22:59:27, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5260, loss_cls: 3.1903, loss: 3.1903, grad_norm: 7.6868 2021-08-17 05:15:51,445 - mmaction - INFO - Epoch [11][2980/3520] lr: 5.000e-03, eta: 22:59:14, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5219, loss_cls: 3.2345, loss: 3.2345, grad_norm: 7.8345 2021-08-17 05:16:03,139 - mmaction - INFO - Epoch [11][3000/3520] lr: 5.000e-03, eta: 22:59:01, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5354, loss_cls: 3.2574, loss: 3.2574, grad_norm: 7.6750 2021-08-17 05:16:14,755 - mmaction - INFO - Epoch [11][3020/3520] lr: 5.000e-03, eta: 22:58:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5188, loss_cls: 3.2288, loss: 3.2288, grad_norm: 7.7179 2021-08-17 05:16:26,356 - mmaction - INFO - Epoch [11][3040/3520] lr: 5.000e-03, eta: 22:58:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2365, top5_acc: 0.5177, loss_cls: 3.2733, loss: 3.2733, grad_norm: 7.8967 2021-08-17 05:16:37,987 - mmaction - INFO - Epoch [11][3060/3520] lr: 5.000e-03, eta: 22:58:20, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5271, loss_cls: 3.1963, loss: 3.1963, grad_norm: 7.7793 2021-08-17 05:16:49,638 - mmaction - INFO - Epoch [11][3080/3520] lr: 5.000e-03, eta: 22:58:07, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5427, loss_cls: 3.1158, loss: 3.1158, grad_norm: 7.8022 2021-08-17 05:17:01,240 - mmaction - INFO - Epoch [11][3100/3520] lr: 5.000e-03, eta: 22:57:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5365, loss_cls: 3.1400, loss: 3.1400, grad_norm: 7.5867 2021-08-17 05:17:12,816 - mmaction - INFO - Epoch [11][3120/3520] lr: 5.000e-03, eta: 22:57:40, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5417, loss_cls: 3.2610, loss: 3.2610, grad_norm: 8.0081 2021-08-17 05:17:24,394 - mmaction - INFO - Epoch [11][3140/3520] lr: 5.000e-03, eta: 22:57:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.2737, loss: 3.2737, grad_norm: 7.8268 2021-08-17 05:17:35,961 - mmaction - INFO - Epoch [11][3160/3520] lr: 5.000e-03, eta: 22:57:13, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5219, loss_cls: 3.2267, loss: 3.2267, grad_norm: 7.9388 2021-08-17 05:17:47,641 - mmaction - INFO - Epoch [11][3180/3520] lr: 5.000e-03, eta: 22:57:00, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5583, loss_cls: 3.0785, loss: 3.0785, grad_norm: 7.5911 2021-08-17 05:17:59,246 - mmaction - INFO - Epoch [11][3200/3520] lr: 5.000e-03, eta: 22:56:46, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5437, loss_cls: 3.2168, loss: 3.2168, grad_norm: 7.9205 2021-08-17 05:18:10,913 - mmaction - INFO - Epoch [11][3220/3520] lr: 5.000e-03, eta: 22:56:33, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5125, loss_cls: 3.2705, loss: 3.2705, grad_norm: 7.8039 2021-08-17 05:18:22,616 - mmaction - INFO - Epoch [11][3240/3520] lr: 5.000e-03, eta: 22:56:20, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5625, loss_cls: 3.1273, loss: 3.1273, grad_norm: 7.6067 2021-08-17 05:18:34,236 - mmaction - INFO - Epoch [11][3260/3520] lr: 5.000e-03, eta: 22:56:06, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5229, loss_cls: 3.2607, loss: 3.2607, grad_norm: 7.7057 2021-08-17 05:18:45,913 - mmaction - INFO - Epoch [11][3280/3520] lr: 5.000e-03, eta: 22:55:53, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5219, loss_cls: 3.2126, loss: 3.2126, grad_norm: 7.8120 2021-08-17 05:18:57,523 - mmaction - INFO - Epoch [11][3300/3520] lr: 5.000e-03, eta: 22:55:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5302, loss_cls: 3.2021, loss: 3.2021, grad_norm: 7.8728 2021-08-17 05:19:09,158 - mmaction - INFO - Epoch [11][3320/3520] lr: 5.000e-03, eta: 22:55:27, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5156, loss_cls: 3.2657, loss: 3.2657, grad_norm: 7.8411 2021-08-17 05:19:20,838 - mmaction - INFO - Epoch [11][3340/3520] lr: 5.000e-03, eta: 22:55:13, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.2434, loss: 3.2434, grad_norm: 7.7430 2021-08-17 05:19:32,465 - mmaction - INFO - Epoch [11][3360/3520] lr: 5.000e-03, eta: 22:55:00, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.2906, loss: 3.2906, grad_norm: 8.1830 2021-08-17 05:19:44,061 - mmaction - INFO - Epoch [11][3380/3520] lr: 5.000e-03, eta: 22:54:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5448, loss_cls: 3.2293, loss: 3.2293, grad_norm: 7.6281 2021-08-17 05:19:55,697 - mmaction - INFO - Epoch [11][3400/3520] lr: 5.000e-03, eta: 22:54:33, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5437, loss_cls: 3.1831, loss: 3.1831, grad_norm: 7.8423 2021-08-17 05:20:07,310 - mmaction - INFO - Epoch [11][3420/3520] lr: 5.000e-03, eta: 22:54:20, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.5240, loss_cls: 3.3175, loss: 3.3175, grad_norm: 7.8877 2021-08-17 05:20:18,915 - mmaction - INFO - Epoch [11][3440/3520] lr: 5.000e-03, eta: 22:54:06, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5583, loss_cls: 3.1619, loss: 3.1619, grad_norm: 7.9326 2021-08-17 05:20:30,559 - mmaction - INFO - Epoch [11][3460/3520] lr: 5.000e-03, eta: 22:53:53, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5344, loss_cls: 3.1617, loss: 3.1617, grad_norm: 7.8661 2021-08-17 05:20:42,180 - mmaction - INFO - Epoch [11][3480/3520] lr: 5.000e-03, eta: 22:53:40, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5646, loss_cls: 3.0929, loss: 3.0929, grad_norm: 7.8754 2021-08-17 05:20:53,811 - mmaction - INFO - Epoch [11][3500/3520] lr: 5.000e-03, eta: 22:53:26, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5385, loss_cls: 3.1959, loss: 3.1959, grad_norm: 7.8991 2021-08-17 05:21:04,967 - mmaction - INFO - Epoch [11][3520/3520] lr: 5.000e-03, eta: 22:53:12, time: 0.559, data_time: 0.002, memory: 8335, top1_acc: 0.2543, top5_acc: 0.5326, loss_cls: 3.2421, loss: 3.2421, grad_norm: 7.6903 2021-08-17 05:21:07,413 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-08-17 05:22:28,101 - mmaction - INFO - Epoch [12][20/3520] lr: 5.000e-03, eta: 22:57:00, time: 3.994, data_time: 3.407, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5542, loss_cls: 3.1825, loss: 3.1825, grad_norm: 7.7497 2021-08-17 05:22:39,691 - mmaction - INFO - Epoch [12][40/3520] lr: 5.000e-03, eta: 22:56:46, time: 0.579, data_time: 0.005, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5521, loss_cls: 3.1183, loss: 3.1183, grad_norm: 7.9028 2021-08-17 05:22:51,248 - mmaction - INFO - Epoch [12][60/3520] lr: 5.000e-03, eta: 22:56:33, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5813, loss_cls: 3.0752, loss: 3.0752, grad_norm: 7.7002 2021-08-17 05:23:02,808 - mmaction - INFO - Epoch [12][80/3520] lr: 5.000e-03, eta: 22:56:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5531, loss_cls: 3.1569, loss: 3.1569, grad_norm: 7.6499 2021-08-17 05:23:14,353 - mmaction - INFO - Epoch [12][100/3520] lr: 5.000e-03, eta: 22:56:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5813, loss_cls: 3.0794, loss: 3.0794, grad_norm: 7.6552 2021-08-17 05:23:25,959 - mmaction - INFO - Epoch [12][120/3520] lr: 5.000e-03, eta: 22:55:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5792, loss_cls: 3.0307, loss: 3.0307, grad_norm: 7.6331 2021-08-17 05:23:37,583 - mmaction - INFO - Epoch [12][140/3520] lr: 5.000e-03, eta: 22:55:38, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5417, loss_cls: 3.1675, loss: 3.1675, grad_norm: 7.7661 2021-08-17 05:23:49,166 - mmaction - INFO - Epoch [12][160/3520] lr: 5.000e-03, eta: 22:55:24, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5448, loss_cls: 3.1248, loss: 3.1248, grad_norm: 8.1809 2021-08-17 05:24:00,724 - mmaction - INFO - Epoch [12][180/3520] lr: 5.000e-03, eta: 22:55:11, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5490, loss_cls: 3.1534, loss: 3.1534, grad_norm: 7.8052 2021-08-17 05:24:12,322 - mmaction - INFO - Epoch [12][200/3520] lr: 5.000e-03, eta: 22:54:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5625, loss_cls: 3.0302, loss: 3.0302, grad_norm: 7.9041 2021-08-17 05:24:23,951 - mmaction - INFO - Epoch [12][220/3520] lr: 5.000e-03, eta: 22:54:44, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5563, loss_cls: 3.1353, loss: 3.1353, grad_norm: 7.8912 2021-08-17 05:24:35,497 - mmaction - INFO - Epoch [12][240/3520] lr: 5.000e-03, eta: 22:54:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5563, loss_cls: 3.1310, loss: 3.1310, grad_norm: 7.9211 2021-08-17 05:24:47,091 - mmaction - INFO - Epoch [12][260/3520] lr: 5.000e-03, eta: 22:54:16, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5625, loss_cls: 3.1071, loss: 3.1071, grad_norm: 7.8008 2021-08-17 05:24:58,722 - mmaction - INFO - Epoch [12][280/3520] lr: 5.000e-03, eta: 22:54:03, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5542, loss_cls: 3.1341, loss: 3.1341, grad_norm: 8.2546 2021-08-17 05:25:10,268 - mmaction - INFO - Epoch [12][300/3520] lr: 5.000e-03, eta: 22:53:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5563, loss_cls: 3.1497, loss: 3.1497, grad_norm: 7.9714 2021-08-17 05:25:21,815 - mmaction - INFO - Epoch [12][320/3520] lr: 5.000e-03, eta: 22:53:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5240, loss_cls: 3.2081, loss: 3.2081, grad_norm: 8.2002 2021-08-17 05:25:33,397 - mmaction - INFO - Epoch [12][340/3520] lr: 5.000e-03, eta: 22:53:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5375, loss_cls: 3.1768, loss: 3.1768, grad_norm: 7.7952 2021-08-17 05:25:44,985 - mmaction - INFO - Epoch [12][360/3520] lr: 5.000e-03, eta: 22:53:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5625, loss_cls: 3.1759, loss: 3.1759, grad_norm: 7.5683 2021-08-17 05:25:56,632 - mmaction - INFO - Epoch [12][380/3520] lr: 5.000e-03, eta: 22:52:55, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5594, loss_cls: 3.1000, loss: 3.1000, grad_norm: 7.7880 2021-08-17 05:26:08,186 - mmaction - INFO - Epoch [12][400/3520] lr: 5.000e-03, eta: 22:52:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5188, loss_cls: 3.2351, loss: 3.2351, grad_norm: 8.0399 2021-08-17 05:26:19,784 - mmaction - INFO - Epoch [12][420/3520] lr: 5.000e-03, eta: 22:52:28, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5302, loss_cls: 3.2094, loss: 3.2094, grad_norm: 7.9964 2021-08-17 05:26:31,378 - mmaction - INFO - Epoch [12][440/3520] lr: 5.000e-03, eta: 22:52:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2396, top5_acc: 0.5427, loss_cls: 3.2053, loss: 3.2053, grad_norm: 8.2619 2021-08-17 05:26:42,926 - mmaction - INFO - Epoch [12][460/3520] lr: 5.000e-03, eta: 22:52:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5687, loss_cls: 3.0930, loss: 3.0930, grad_norm: 7.8311 2021-08-17 05:26:54,581 - mmaction - INFO - Epoch [12][480/3520] lr: 5.000e-03, eta: 22:51:47, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5354, loss_cls: 3.2090, loss: 3.2090, grad_norm: 7.8317 2021-08-17 05:27:06,228 - mmaction - INFO - Epoch [12][500/3520] lr: 5.000e-03, eta: 22:51:33, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5510, loss_cls: 3.1779, loss: 3.1779, grad_norm: 7.9618 2021-08-17 05:27:17,809 - mmaction - INFO - Epoch [12][520/3520] lr: 5.000e-03, eta: 22:51:20, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5250, loss_cls: 3.2122, loss: 3.2122, grad_norm: 7.8622 2021-08-17 05:27:29,336 - mmaction - INFO - Epoch [12][540/3520] lr: 5.000e-03, eta: 22:51:06, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5406, loss_cls: 3.1919, loss: 3.1919, grad_norm: 8.1643 2021-08-17 05:27:41,011 - mmaction - INFO - Epoch [12][560/3520] lr: 5.000e-03, eta: 22:50:53, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5479, loss_cls: 3.1377, loss: 3.1377, grad_norm: 7.7341 2021-08-17 05:27:52,627 - mmaction - INFO - Epoch [12][580/3520] lr: 5.000e-03, eta: 22:50:39, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5365, loss_cls: 3.1623, loss: 3.1623, grad_norm: 8.1439 2021-08-17 05:28:04,244 - mmaction - INFO - Epoch [12][600/3520] lr: 5.000e-03, eta: 22:50:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5552, loss_cls: 3.1587, loss: 3.1587, grad_norm: 7.8508 2021-08-17 05:28:15,819 - mmaction - INFO - Epoch [12][620/3520] lr: 5.000e-03, eta: 22:50:12, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5344, loss_cls: 3.1675, loss: 3.1675, grad_norm: 7.8290 2021-08-17 05:28:27,400 - mmaction - INFO - Epoch [12][640/3520] lr: 5.000e-03, eta: 22:49:59, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5667, loss_cls: 3.1125, loss: 3.1125, grad_norm: 7.9554 2021-08-17 05:28:38,990 - mmaction - INFO - Epoch [12][660/3520] lr: 5.000e-03, eta: 22:49:45, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5437, loss_cls: 3.1869, loss: 3.1869, grad_norm: 7.8066 2021-08-17 05:28:50,510 - mmaction - INFO - Epoch [12][680/3520] lr: 5.000e-03, eta: 22:49:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5354, loss_cls: 3.1723, loss: 3.1723, grad_norm: 7.8808 2021-08-17 05:29:02,057 - mmaction - INFO - Epoch [12][700/3520] lr: 5.000e-03, eta: 22:49:18, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5427, loss_cls: 3.2012, loss: 3.2012, grad_norm: 8.0021 2021-08-17 05:29:13,612 - mmaction - INFO - Epoch [12][720/3520] lr: 5.000e-03, eta: 22:49:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5760, loss_cls: 3.0437, loss: 3.0437, grad_norm: 7.7711 2021-08-17 05:29:25,219 - mmaction - INFO - Epoch [12][740/3520] lr: 5.000e-03, eta: 22:48:50, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5458, loss_cls: 3.0813, loss: 3.0813, grad_norm: 7.8572 2021-08-17 05:29:36,815 - mmaction - INFO - Epoch [12][760/3520] lr: 5.000e-03, eta: 22:48:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5490, loss_cls: 3.1079, loss: 3.1079, grad_norm: 7.7073 2021-08-17 05:29:48,384 - mmaction - INFO - Epoch [12][780/3520] lr: 5.000e-03, eta: 22:48:23, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5323, loss_cls: 3.1051, loss: 3.1051, grad_norm: 7.7790 2021-08-17 05:30:00,006 - mmaction - INFO - Epoch [12][800/3520] lr: 5.000e-03, eta: 22:48:10, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5083, loss_cls: 3.2545, loss: 3.2545, grad_norm: 8.1562 2021-08-17 05:30:11,611 - mmaction - INFO - Epoch [12][820/3520] lr: 5.000e-03, eta: 22:47:56, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5427, loss_cls: 3.2325, loss: 3.2325, grad_norm: 7.8593 2021-08-17 05:30:23,161 - mmaction - INFO - Epoch [12][840/3520] lr: 5.000e-03, eta: 22:47:43, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5750, loss_cls: 3.1032, loss: 3.1032, grad_norm: 7.8575 2021-08-17 05:30:34,787 - mmaction - INFO - Epoch [12][860/3520] lr: 5.000e-03, eta: 22:47:29, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5510, loss_cls: 3.1430, loss: 3.1430, grad_norm: 7.6740 2021-08-17 05:30:46,389 - mmaction - INFO - Epoch [12][880/3520] lr: 5.000e-03, eta: 22:47:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5594, loss_cls: 3.1394, loss: 3.1394, grad_norm: 7.9858 2021-08-17 05:30:57,970 - mmaction - INFO - Epoch [12][900/3520] lr: 5.000e-03, eta: 22:47:02, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5198, loss_cls: 3.2914, loss: 3.2914, grad_norm: 8.0197 2021-08-17 05:31:09,659 - mmaction - INFO - Epoch [12][920/3520] lr: 5.000e-03, eta: 22:46:49, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5292, loss_cls: 3.2550, loss: 3.2550, grad_norm: 8.0272 2021-08-17 05:31:21,171 - mmaction - INFO - Epoch [12][940/3520] lr: 5.000e-03, eta: 22:46:35, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5406, loss_cls: 3.1256, loss: 3.1256, grad_norm: 7.5590 2021-08-17 05:31:32,864 - mmaction - INFO - Epoch [12][960/3520] lr: 5.000e-03, eta: 22:46:22, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5573, loss_cls: 3.0586, loss: 3.0586, grad_norm: 7.3536 2021-08-17 05:31:44,478 - mmaction - INFO - Epoch [12][980/3520] lr: 5.000e-03, eta: 22:46:08, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5292, loss_cls: 3.2079, loss: 3.2079, grad_norm: 8.2435 2021-08-17 05:31:56,060 - mmaction - INFO - Epoch [12][1000/3520] lr: 5.000e-03, eta: 22:45:55, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5250, loss_cls: 3.1901, loss: 3.1901, grad_norm: 7.7574 2021-08-17 05:32:07,662 - mmaction - INFO - Epoch [12][1020/3520] lr: 5.000e-03, eta: 22:45:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5312, loss_cls: 3.1622, loss: 3.1622, grad_norm: 7.7780 2021-08-17 05:32:19,258 - mmaction - INFO - Epoch [12][1040/3520] lr: 5.000e-03, eta: 22:45:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5385, loss_cls: 3.1631, loss: 3.1631, grad_norm: 7.6333 2021-08-17 05:32:30,891 - mmaction - INFO - Epoch [12][1060/3520] lr: 5.000e-03, eta: 22:45:15, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5677, loss_cls: 3.1110, loss: 3.1110, grad_norm: 7.5641 2021-08-17 05:32:42,468 - mmaction - INFO - Epoch [12][1080/3520] lr: 5.000e-03, eta: 22:45:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5448, loss_cls: 3.1756, loss: 3.1756, grad_norm: 7.8659 2021-08-17 05:32:54,086 - mmaction - INFO - Epoch [12][1100/3520] lr: 5.000e-03, eta: 22:44:48, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5615, loss_cls: 3.0818, loss: 3.0818, grad_norm: 7.8775 2021-08-17 05:33:05,673 - mmaction - INFO - Epoch [12][1120/3520] lr: 5.000e-03, eta: 22:44:34, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5583, loss_cls: 3.1086, loss: 3.1086, grad_norm: 8.0735 2021-08-17 05:33:17,283 - mmaction - INFO - Epoch [12][1140/3520] lr: 5.000e-03, eta: 22:44:21, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5542, loss_cls: 3.1438, loss: 3.1438, grad_norm: 7.6527 2021-08-17 05:33:28,898 - mmaction - INFO - Epoch [12][1160/3520] lr: 5.000e-03, eta: 22:44:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5563, loss_cls: 3.1660, loss: 3.1660, grad_norm: 7.9371 2021-08-17 05:33:40,459 - mmaction - INFO - Epoch [12][1180/3520] lr: 5.000e-03, eta: 22:43:54, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5281, loss_cls: 3.2338, loss: 3.2338, grad_norm: 7.9800 2021-08-17 05:33:52,164 - mmaction - INFO - Epoch [12][1200/3520] lr: 5.000e-03, eta: 22:43:40, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5281, loss_cls: 3.2054, loss: 3.2054, grad_norm: 7.9375 2021-08-17 05:34:03,780 - mmaction - INFO - Epoch [12][1220/3520] lr: 5.000e-03, eta: 22:43:27, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5552, loss_cls: 3.0926, loss: 3.0926, grad_norm: 7.8925 2021-08-17 05:34:15,335 - mmaction - INFO - Epoch [12][1240/3520] lr: 5.000e-03, eta: 22:43:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5396, loss_cls: 3.1857, loss: 3.1857, grad_norm: 7.9516 2021-08-17 05:34:26,915 - mmaction - INFO - Epoch [12][1260/3520] lr: 5.000e-03, eta: 22:43:00, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5000, loss_cls: 3.3002, loss: 3.3002, grad_norm: 8.0001 2021-08-17 05:34:38,523 - mmaction - INFO - Epoch [12][1280/3520] lr: 5.000e-03, eta: 22:42:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.2474, loss: 3.2474, grad_norm: 7.8388 2021-08-17 05:34:50,094 - mmaction - INFO - Epoch [12][1300/3520] lr: 5.000e-03, eta: 22:42:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5417, loss_cls: 3.1844, loss: 3.1844, grad_norm: 7.5224 2021-08-17 05:35:01,726 - mmaction - INFO - Epoch [12][1320/3520] lr: 5.000e-03, eta: 22:42:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5344, loss_cls: 3.2538, loss: 3.2538, grad_norm: 7.8675 2021-08-17 05:35:13,351 - mmaction - INFO - Epoch [12][1340/3520] lr: 5.000e-03, eta: 22:42:06, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5625, loss_cls: 3.1346, loss: 3.1346, grad_norm: 7.7915 2021-08-17 05:35:25,075 - mmaction - INFO - Epoch [12][1360/3520] lr: 5.000e-03, eta: 22:41:53, time: 0.585, data_time: 0.001, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5271, loss_cls: 3.2156, loss: 3.2156, grad_norm: 7.9714 2021-08-17 05:35:36,678 - mmaction - INFO - Epoch [12][1380/3520] lr: 5.000e-03, eta: 22:41:40, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.4958, loss_cls: 3.3188, loss: 3.3188, grad_norm: 7.8948 2021-08-17 05:35:48,273 - mmaction - INFO - Epoch [12][1400/3520] lr: 5.000e-03, eta: 22:41:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5281, loss_cls: 3.1665, loss: 3.1665, grad_norm: 7.7378 2021-08-17 05:35:59,869 - mmaction - INFO - Epoch [12][1420/3520] lr: 5.000e-03, eta: 22:41:13, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5385, loss_cls: 3.1823, loss: 3.1823, grad_norm: 7.8560 2021-08-17 05:36:11,464 - mmaction - INFO - Epoch [12][1440/3520] lr: 5.000e-03, eta: 22:40:59, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5385, loss_cls: 3.1102, loss: 3.1102, grad_norm: 7.5523 2021-08-17 05:36:23,046 - mmaction - INFO - Epoch [12][1460/3520] lr: 5.000e-03, eta: 22:40:46, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5542, loss_cls: 3.1578, loss: 3.1578, grad_norm: 8.1294 2021-08-17 05:36:34,575 - mmaction - INFO - Epoch [12][1480/3520] lr: 5.000e-03, eta: 22:40:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5552, loss_cls: 3.1347, loss: 3.1347, grad_norm: 7.8445 2021-08-17 05:36:46,183 - mmaction - INFO - Epoch [12][1500/3520] lr: 5.000e-03, eta: 22:40:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5240, loss_cls: 3.2263, loss: 3.2263, grad_norm: 7.6123 2021-08-17 05:36:57,717 - mmaction - INFO - Epoch [12][1520/3520] lr: 5.000e-03, eta: 22:40:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5323, loss_cls: 3.1746, loss: 3.1746, grad_norm: 7.6386 2021-08-17 05:37:09,375 - mmaction - INFO - Epoch [12][1540/3520] lr: 5.000e-03, eta: 22:39:52, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.1197, loss: 3.1197, grad_norm: 7.4673 2021-08-17 05:37:20,907 - mmaction - INFO - Epoch [12][1560/3520] lr: 5.000e-03, eta: 22:39:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5604, loss_cls: 3.0823, loss: 3.0823, grad_norm: 7.4987 2021-08-17 05:37:32,506 - mmaction - INFO - Epoch [12][1580/3520] lr: 5.000e-03, eta: 22:39:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5229, loss_cls: 3.2659, loss: 3.2659, grad_norm: 8.2839 2021-08-17 05:37:44,174 - mmaction - INFO - Epoch [12][1600/3520] lr: 5.000e-03, eta: 22:39:11, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5333, loss_cls: 3.1445, loss: 3.1445, grad_norm: 8.2211 2021-08-17 05:37:55,771 - mmaction - INFO - Epoch [12][1620/3520] lr: 5.000e-03, eta: 22:38:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5260, loss_cls: 3.2433, loss: 3.2433, grad_norm: 7.9709 2021-08-17 05:38:07,318 - mmaction - INFO - Epoch [12][1640/3520] lr: 5.000e-03, eta: 22:38:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5448, loss_cls: 3.1733, loss: 3.1733, grad_norm: 7.7834 2021-08-17 05:38:18,963 - mmaction - INFO - Epoch [12][1660/3520] lr: 5.000e-03, eta: 22:38:31, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5323, loss_cls: 3.2203, loss: 3.2203, grad_norm: 7.8037 2021-08-17 05:38:30,492 - mmaction - INFO - Epoch [12][1680/3520] lr: 5.000e-03, eta: 22:38:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5312, loss_cls: 3.2768, loss: 3.2768, grad_norm: 7.7989 2021-08-17 05:38:42,176 - mmaction - INFO - Epoch [12][1700/3520] lr: 5.000e-03, eta: 22:38:04, time: 0.583, data_time: 0.001, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5563, loss_cls: 3.1951, loss: 3.1951, grad_norm: 7.8891 2021-08-17 05:38:53,801 - mmaction - INFO - Epoch [12][1720/3520] lr: 5.000e-03, eta: 22:37:51, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.1146, loss: 3.1146, grad_norm: 7.7576 2021-08-17 05:39:05,500 - mmaction - INFO - Epoch [12][1740/3520] lr: 5.000e-03, eta: 22:37:38, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5708, loss_cls: 3.1008, loss: 3.1008, grad_norm: 7.6814 2021-08-17 05:39:17,119 - mmaction - INFO - Epoch [12][1760/3520] lr: 5.000e-03, eta: 22:37:24, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5490, loss_cls: 3.1501, loss: 3.1501, grad_norm: 7.6234 2021-08-17 05:39:28,730 - mmaction - INFO - Epoch [12][1780/3520] lr: 5.000e-03, eta: 22:37:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5385, loss_cls: 3.2202, loss: 3.2202, grad_norm: 7.6005 2021-08-17 05:39:40,259 - mmaction - INFO - Epoch [12][1800/3520] lr: 5.000e-03, eta: 22:36:57, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5521, loss_cls: 3.0954, loss: 3.0954, grad_norm: 7.8414 2021-08-17 05:39:51,923 - mmaction - INFO - Epoch [12][1820/3520] lr: 5.000e-03, eta: 22:36:44, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5385, loss_cls: 3.1847, loss: 3.1847, grad_norm: 7.7748 2021-08-17 05:40:03,563 - mmaction - INFO - Epoch [12][1840/3520] lr: 5.000e-03, eta: 22:36:31, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5458, loss_cls: 3.1514, loss: 3.1514, grad_norm: 7.7277 2021-08-17 05:40:15,157 - mmaction - INFO - Epoch [12][1860/3520] lr: 5.000e-03, eta: 22:36:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5667, loss_cls: 3.1470, loss: 3.1470, grad_norm: 7.7778 2021-08-17 05:40:26,659 - mmaction - INFO - Epoch [12][1880/3520] lr: 5.000e-03, eta: 22:36:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5375, loss_cls: 3.2086, loss: 3.2086, grad_norm: 8.0873 2021-08-17 05:40:38,278 - mmaction - INFO - Epoch [12][1900/3520] lr: 5.000e-03, eta: 22:35:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5458, loss_cls: 3.1610, loss: 3.1610, grad_norm: 7.7119 2021-08-17 05:40:49,796 - mmaction - INFO - Epoch [12][1920/3520] lr: 5.000e-03, eta: 22:35:37, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5552, loss_cls: 3.1377, loss: 3.1377, grad_norm: 7.6585 2021-08-17 05:41:01,488 - mmaction - INFO - Epoch [12][1940/3520] lr: 5.000e-03, eta: 22:35:23, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5625, loss_cls: 3.1158, loss: 3.1158, grad_norm: 7.7230 2021-08-17 05:41:13,013 - mmaction - INFO - Epoch [12][1960/3520] lr: 5.000e-03, eta: 22:35:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5708, loss_cls: 3.1912, loss: 3.1912, grad_norm: 7.7480 2021-08-17 05:41:24,615 - mmaction - INFO - Epoch [12][1980/3520] lr: 5.000e-03, eta: 22:34:56, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5521, loss_cls: 3.1129, loss: 3.1129, grad_norm: 7.5387 2021-08-17 05:41:36,160 - mmaction - INFO - Epoch [12][2000/3520] lr: 5.000e-03, eta: 22:34:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5521, loss_cls: 3.1383, loss: 3.1383, grad_norm: 7.8514 2021-08-17 05:41:47,770 - mmaction - INFO - Epoch [12][2020/3520] lr: 5.000e-03, eta: 22:34:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5417, loss_cls: 3.1314, loss: 3.1314, grad_norm: 7.5700 2021-08-17 05:41:59,338 - mmaction - INFO - Epoch [12][2040/3520] lr: 5.000e-03, eta: 22:34:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5740, loss_cls: 3.0317, loss: 3.0317, grad_norm: 7.7662 2021-08-17 05:42:10,963 - mmaction - INFO - Epoch [12][2060/3520] lr: 5.000e-03, eta: 22:34:03, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2323, top5_acc: 0.5219, loss_cls: 3.2432, loss: 3.2432, grad_norm: 8.1323 2021-08-17 05:42:22,563 - mmaction - INFO - Epoch [12][2080/3520] lr: 5.000e-03, eta: 22:33:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5031, loss_cls: 3.2726, loss: 3.2726, grad_norm: 7.7312 2021-08-17 05:42:34,163 - mmaction - INFO - Epoch [12][2100/3520] lr: 5.000e-03, eta: 22:33:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5229, loss_cls: 3.2047, loss: 3.2047, grad_norm: 7.8061 2021-08-17 05:42:45,719 - mmaction - INFO - Epoch [12][2120/3520] lr: 5.000e-03, eta: 22:33:22, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5302, loss_cls: 3.1781, loss: 3.1781, grad_norm: 7.8654 2021-08-17 05:42:57,301 - mmaction - INFO - Epoch [12][2140/3520] lr: 5.000e-03, eta: 22:33:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5594, loss_cls: 3.0910, loss: 3.0910, grad_norm: 7.7611 2021-08-17 05:43:08,847 - mmaction - INFO - Epoch [12][2160/3520] lr: 5.000e-03, eta: 22:32:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5604, loss_cls: 3.0613, loss: 3.0613, grad_norm: 7.7433 2021-08-17 05:43:20,471 - mmaction - INFO - Epoch [12][2180/3520] lr: 5.000e-03, eta: 22:32:42, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5594, loss_cls: 3.1698, loss: 3.1698, grad_norm: 8.1173 2021-08-17 05:43:32,058 - mmaction - INFO - Epoch [12][2200/3520] lr: 5.000e-03, eta: 22:32:29, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5635, loss_cls: 3.0678, loss: 3.0678, grad_norm: 8.2091 2021-08-17 05:43:43,627 - mmaction - INFO - Epoch [12][2220/3520] lr: 5.000e-03, eta: 22:32:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5542, loss_cls: 3.1533, loss: 3.1533, grad_norm: 7.8164 2021-08-17 05:43:55,154 - mmaction - INFO - Epoch [12][2240/3520] lr: 5.000e-03, eta: 22:32:01, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5677, loss_cls: 3.1036, loss: 3.1036, grad_norm: 7.7502 2021-08-17 05:44:06,752 - mmaction - INFO - Epoch [12][2260/3520] lr: 5.000e-03, eta: 22:31:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5563, loss_cls: 3.1615, loss: 3.1615, grad_norm: 8.0183 2021-08-17 05:44:18,378 - mmaction - INFO - Epoch [12][2280/3520] lr: 5.000e-03, eta: 22:31:35, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5250, loss_cls: 3.1746, loss: 3.1746, grad_norm: 7.9796 2021-08-17 05:44:29,985 - mmaction - INFO - Epoch [12][2300/3520] lr: 5.000e-03, eta: 22:31:21, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5573, loss_cls: 3.1693, loss: 3.1693, grad_norm: 7.8828 2021-08-17 05:44:41,488 - mmaction - INFO - Epoch [12][2320/3520] lr: 5.000e-03, eta: 22:31:08, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5781, loss_cls: 3.0306, loss: 3.0306, grad_norm: 7.8628 2021-08-17 05:44:53,075 - mmaction - INFO - Epoch [12][2340/3520] lr: 5.000e-03, eta: 22:30:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5292, loss_cls: 3.1721, loss: 3.1721, grad_norm: 7.7649 2021-08-17 05:45:04,691 - mmaction - INFO - Epoch [12][2360/3520] lr: 5.000e-03, eta: 22:30:41, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5312, loss_cls: 3.1998, loss: 3.1998, grad_norm: 7.7260 2021-08-17 05:45:16,462 - mmaction - INFO - Epoch [12][2380/3520] lr: 5.000e-03, eta: 22:30:28, time: 0.587, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5813, loss_cls: 3.0700, loss: 3.0700, grad_norm: 7.9289 2021-08-17 05:45:28,117 - mmaction - INFO - Epoch [12][2400/3520] lr: 5.000e-03, eta: 22:30:15, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5500, loss_cls: 3.1510, loss: 3.1510, grad_norm: 7.7048 2021-08-17 05:45:39,735 - mmaction - INFO - Epoch [12][2420/3520] lr: 5.000e-03, eta: 22:30:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5469, loss_cls: 3.1794, loss: 3.1794, grad_norm: 7.9461 2021-08-17 05:45:51,284 - mmaction - INFO - Epoch [12][2440/3520] lr: 5.000e-03, eta: 22:29:48, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5396, loss_cls: 3.2098, loss: 3.2098, grad_norm: 7.9331 2021-08-17 05:46:02,903 - mmaction - INFO - Epoch [12][2460/3520] lr: 5.000e-03, eta: 22:29:35, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5354, loss_cls: 3.2078, loss: 3.2078, grad_norm: 7.7115 2021-08-17 05:46:14,467 - mmaction - INFO - Epoch [12][2480/3520] lr: 5.000e-03, eta: 22:29:21, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5250, loss_cls: 3.2145, loss: 3.2145, grad_norm: 7.9425 2021-08-17 05:46:26,065 - mmaction - INFO - Epoch [12][2500/3520] lr: 5.000e-03, eta: 22:29:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5479, loss_cls: 3.1550, loss: 3.1550, grad_norm: 7.9044 2021-08-17 05:46:37,664 - mmaction - INFO - Epoch [12][2520/3520] lr: 5.000e-03, eta: 22:28:55, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5437, loss_cls: 3.1941, loss: 3.1941, grad_norm: 7.8478 2021-08-17 05:46:49,256 - mmaction - INFO - Epoch [12][2540/3520] lr: 5.000e-03, eta: 22:28:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5615, loss_cls: 3.1408, loss: 3.1408, grad_norm: 8.0963 2021-08-17 05:47:00,792 - mmaction - INFO - Epoch [12][2560/3520] lr: 5.000e-03, eta: 22:28:28, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5479, loss_cls: 3.1453, loss: 3.1453, grad_norm: 7.9382 2021-08-17 05:47:12,439 - mmaction - INFO - Epoch [12][2580/3520] lr: 5.000e-03, eta: 22:28:14, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5062, loss_cls: 3.2877, loss: 3.2877, grad_norm: 7.7930 2021-08-17 05:47:24,034 - mmaction - INFO - Epoch [12][2600/3520] lr: 5.000e-03, eta: 22:28:01, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5656, loss_cls: 3.0333, loss: 3.0333, grad_norm: 7.4805 2021-08-17 05:47:35,757 - mmaction - INFO - Epoch [12][2620/3520] lr: 5.000e-03, eta: 22:27:48, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5323, loss_cls: 3.2049, loss: 3.2049, grad_norm: 7.7534 2021-08-17 05:47:47,405 - mmaction - INFO - Epoch [12][2640/3520] lr: 5.000e-03, eta: 22:27:35, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5719, loss_cls: 3.1001, loss: 3.1001, grad_norm: 7.7116 2021-08-17 05:47:59,039 - mmaction - INFO - Epoch [12][2660/3520] lr: 5.000e-03, eta: 22:27:22, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5312, loss_cls: 3.1556, loss: 3.1556, grad_norm: 7.7981 2021-08-17 05:48:10,601 - mmaction - INFO - Epoch [12][2680/3520] lr: 5.000e-03, eta: 22:27:08, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5271, loss_cls: 3.2393, loss: 3.2393, grad_norm: 7.7795 2021-08-17 05:48:22,305 - mmaction - INFO - Epoch [12][2700/3520] lr: 5.000e-03, eta: 22:26:55, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5479, loss_cls: 3.1420, loss: 3.1420, grad_norm: 7.6310 2021-08-17 05:48:33,871 - mmaction - INFO - Epoch [12][2720/3520] lr: 5.000e-03, eta: 22:26:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5521, loss_cls: 3.1788, loss: 3.1788, grad_norm: 7.8200 2021-08-17 05:48:45,486 - mmaction - INFO - Epoch [12][2740/3520] lr: 5.000e-03, eta: 22:26:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5135, loss_cls: 3.2496, loss: 3.2496, grad_norm: 7.9134 2021-08-17 05:48:57,035 - mmaction - INFO - Epoch [12][2760/3520] lr: 5.000e-03, eta: 22:26:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5198, loss_cls: 3.2795, loss: 3.2795, grad_norm: 7.9114 2021-08-17 05:49:08,661 - mmaction - INFO - Epoch [12][2780/3520] lr: 5.000e-03, eta: 22:26:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5240, loss_cls: 3.2079, loss: 3.2079, grad_norm: 7.8607 2021-08-17 05:49:20,210 - mmaction - INFO - Epoch [12][2800/3520] lr: 5.000e-03, eta: 22:25:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5479, loss_cls: 3.1572, loss: 3.1572, grad_norm: 7.8482 2021-08-17 05:49:31,773 - mmaction - INFO - Epoch [12][2820/3520] lr: 5.000e-03, eta: 22:25:35, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5698, loss_cls: 3.1046, loss: 3.1046, grad_norm: 7.6442 2021-08-17 05:49:43,314 - mmaction - INFO - Epoch [12][2840/3520] lr: 5.000e-03, eta: 22:25:21, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5354, loss_cls: 3.2219, loss: 3.2219, grad_norm: 7.9569 2021-08-17 05:49:55,063 - mmaction - INFO - Epoch [12][2860/3520] lr: 5.000e-03, eta: 22:25:08, time: 0.587, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5094, loss_cls: 3.2703, loss: 3.2703, grad_norm: 7.9421 2021-08-17 05:50:06,659 - mmaction - INFO - Epoch [12][2880/3520] lr: 5.000e-03, eta: 22:24:55, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.1157, loss: 3.1157, grad_norm: 7.7921 2021-08-17 05:50:18,368 - mmaction - INFO - Epoch [12][2900/3520] lr: 5.000e-03, eta: 22:24:42, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5656, loss_cls: 3.1085, loss: 3.1085, grad_norm: 8.0072 2021-08-17 05:50:29,893 - mmaction - INFO - Epoch [12][2920/3520] lr: 5.000e-03, eta: 22:24:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5573, loss_cls: 3.1508, loss: 3.1508, grad_norm: 8.0257 2021-08-17 05:50:41,482 - mmaction - INFO - Epoch [12][2940/3520] lr: 5.000e-03, eta: 22:24:15, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5490, loss_cls: 3.1443, loss: 3.1443, grad_norm: 7.6707 2021-08-17 05:50:53,030 - mmaction - INFO - Epoch [12][2960/3520] lr: 5.000e-03, eta: 22:24:02, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5229, loss_cls: 3.1523, loss: 3.1523, grad_norm: 7.7939 2021-08-17 05:51:04,649 - mmaction - INFO - Epoch [12][2980/3520] lr: 5.000e-03, eta: 22:23:48, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5427, loss_cls: 3.2087, loss: 3.2087, grad_norm: 7.6694 2021-08-17 05:51:16,234 - mmaction - INFO - Epoch [12][3000/3520] lr: 5.000e-03, eta: 22:23:35, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5469, loss_cls: 3.1309, loss: 3.1309, grad_norm: 7.7047 2021-08-17 05:51:27,852 - mmaction - INFO - Epoch [12][3020/3520] lr: 5.000e-03, eta: 22:23:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5292, loss_cls: 3.2378, loss: 3.2378, grad_norm: 7.7956 2021-08-17 05:51:39,383 - mmaction - INFO - Epoch [12][3040/3520] lr: 5.000e-03, eta: 22:23:08, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5667, loss_cls: 3.1368, loss: 3.1368, grad_norm: 7.9434 2021-08-17 05:51:51,010 - mmaction - INFO - Epoch [12][3060/3520] lr: 5.000e-03, eta: 22:22:55, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5083, loss_cls: 3.3099, loss: 3.3099, grad_norm: 7.8990 2021-08-17 05:52:02,647 - mmaction - INFO - Epoch [12][3080/3520] lr: 5.000e-03, eta: 22:22:42, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2385, top5_acc: 0.5292, loss_cls: 3.1819, loss: 3.1819, grad_norm: 7.8307 2021-08-17 05:52:14,243 - mmaction - INFO - Epoch [12][3100/3520] lr: 5.000e-03, eta: 22:22:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5687, loss_cls: 3.1003, loss: 3.1003, grad_norm: 7.8836 2021-08-17 05:52:25,856 - mmaction - INFO - Epoch [12][3120/3520] lr: 5.000e-03, eta: 22:22:15, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5573, loss_cls: 3.1312, loss: 3.1312, grad_norm: 7.7988 2021-08-17 05:52:37,458 - mmaction - INFO - Epoch [12][3140/3520] lr: 5.000e-03, eta: 22:22:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5375, loss_cls: 3.1787, loss: 3.1787, grad_norm: 7.8798 2021-08-17 05:52:49,050 - mmaction - INFO - Epoch [12][3160/3520] lr: 5.000e-03, eta: 22:21:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5240, loss_cls: 3.2589, loss: 3.2589, grad_norm: 7.8360 2021-08-17 05:53:00,755 - mmaction - INFO - Epoch [12][3180/3520] lr: 5.000e-03, eta: 22:21:36, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5344, loss_cls: 3.2083, loss: 3.2083, grad_norm: 7.6298 2021-08-17 05:53:12,334 - mmaction - INFO - Epoch [12][3200/3520] lr: 5.000e-03, eta: 22:21:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5490, loss_cls: 3.1519, loss: 3.1519, grad_norm: 7.6265 2021-08-17 05:53:23,925 - mmaction - INFO - Epoch [12][3220/3520] lr: 5.000e-03, eta: 22:21:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5427, loss_cls: 3.1507, loss: 3.1507, grad_norm: 7.8368 2021-08-17 05:53:35,560 - mmaction - INFO - Epoch [12][3240/3520] lr: 5.000e-03, eta: 22:20:56, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5510, loss_cls: 3.1205, loss: 3.1205, grad_norm: 7.5863 2021-08-17 05:53:47,156 - mmaction - INFO - Epoch [12][3260/3520] lr: 5.000e-03, eta: 22:20:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5396, loss_cls: 3.1959, loss: 3.1959, grad_norm: 8.0184 2021-08-17 05:53:58,728 - mmaction - INFO - Epoch [12][3280/3520] lr: 5.000e-03, eta: 22:20:29, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5188, loss_cls: 3.2726, loss: 3.2726, grad_norm: 7.9569 2021-08-17 05:54:10,262 - mmaction - INFO - Epoch [12][3300/3520] lr: 5.000e-03, eta: 22:20:16, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5500, loss_cls: 3.1327, loss: 3.1327, grad_norm: 7.9440 2021-08-17 05:54:21,807 - mmaction - INFO - Epoch [12][3320/3520] lr: 5.000e-03, eta: 22:20:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5490, loss_cls: 3.1746, loss: 3.1746, grad_norm: 8.3035 2021-08-17 05:54:33,410 - mmaction - INFO - Epoch [12][3340/3520] lr: 5.000e-03, eta: 22:19:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5719, loss_cls: 3.0697, loss: 3.0697, grad_norm: 7.7292 2021-08-17 05:54:44,984 - mmaction - INFO - Epoch [12][3360/3520] lr: 5.000e-03, eta: 22:19:35, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5240, loss_cls: 3.2210, loss: 3.2210, grad_norm: 8.0142 2021-08-17 05:54:56,561 - mmaction - INFO - Epoch [12][3380/3520] lr: 5.000e-03, eta: 22:19:22, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.1421, loss: 3.1421, grad_norm: 7.6248 2021-08-17 05:55:08,165 - mmaction - INFO - Epoch [12][3400/3520] lr: 5.000e-03, eta: 22:19:09, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5385, loss_cls: 3.1852, loss: 3.1852, grad_norm: 7.8204 2021-08-17 05:55:19,806 - mmaction - INFO - Epoch [12][3420/3520] lr: 5.000e-03, eta: 22:18:56, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5427, loss_cls: 3.1993, loss: 3.1993, grad_norm: 7.7314 2021-08-17 05:55:31,393 - mmaction - INFO - Epoch [12][3440/3520] lr: 5.000e-03, eta: 22:18:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5365, loss_cls: 3.1697, loss: 3.1697, grad_norm: 7.6044 2021-08-17 05:55:42,953 - mmaction - INFO - Epoch [12][3460/3520] lr: 5.000e-03, eta: 22:18:29, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5604, loss_cls: 3.1505, loss: 3.1505, grad_norm: 7.8127 2021-08-17 05:55:54,613 - mmaction - INFO - Epoch [12][3480/3520] lr: 5.000e-03, eta: 22:18:16, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5469, loss_cls: 3.1266, loss: 3.1266, grad_norm: 7.5073 2021-08-17 05:56:06,203 - mmaction - INFO - Epoch [12][3500/3520] lr: 5.000e-03, eta: 22:18:02, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5115, loss_cls: 3.2698, loss: 3.2698, grad_norm: 7.6551 2021-08-17 05:56:17,392 - mmaction - INFO - Epoch [12][3520/3520] lr: 5.000e-03, eta: 22:17:48, time: 0.561, data_time: 0.003, memory: 8335, top1_acc: 0.2435, top5_acc: 0.5207, loss_cls: 3.2085, loss: 3.2085, grad_norm: 8.0849 2021-08-17 05:56:20,007 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-08-17 05:57:40,341 - mmaction - INFO - Epoch [13][20/3520] lr: 5.000e-03, eta: 22:21:11, time: 3.996, data_time: 3.410, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5635, loss_cls: 3.0947, loss: 3.0947, grad_norm: 7.8456 2021-08-17 05:57:51,974 - mmaction - INFO - Epoch [13][40/3520] lr: 5.000e-03, eta: 22:20:58, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.0499, loss: 3.0499, grad_norm: 7.7185 2021-08-17 05:58:03,522 - mmaction - INFO - Epoch [13][60/3520] lr: 5.000e-03, eta: 22:20:44, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5625, loss_cls: 3.0748, loss: 3.0748, grad_norm: 7.8826 2021-08-17 05:58:15,077 - mmaction - INFO - Epoch [13][80/3520] lr: 5.000e-03, eta: 22:20:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5802, loss_cls: 3.0584, loss: 3.0584, grad_norm: 7.7839 2021-08-17 05:58:26,571 - mmaction - INFO - Epoch [13][100/3520] lr: 5.000e-03, eta: 22:20:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5625, loss_cls: 3.1192, loss: 3.1192, grad_norm: 8.1528 2021-08-17 05:58:38,066 - mmaction - INFO - Epoch [13][120/3520] lr: 5.000e-03, eta: 22:20:03, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5573, loss_cls: 3.1088, loss: 3.1088, grad_norm: 7.8157 2021-08-17 05:58:49,711 - mmaction - INFO - Epoch [13][140/3520] lr: 5.000e-03, eta: 22:19:50, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2427, top5_acc: 0.5281, loss_cls: 3.2145, loss: 3.2145, grad_norm: 8.1167 2021-08-17 05:59:01,272 - mmaction - INFO - Epoch [13][160/3520] lr: 5.000e-03, eta: 22:19:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5406, loss_cls: 3.1921, loss: 3.1921, grad_norm: 7.7252 2021-08-17 05:59:12,830 - mmaction - INFO - Epoch [13][180/3520] lr: 5.000e-03, eta: 22:19:23, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5729, loss_cls: 3.0719, loss: 3.0719, grad_norm: 7.8009 2021-08-17 05:59:24,392 - mmaction - INFO - Epoch [13][200/3520] lr: 5.000e-03, eta: 22:19:09, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5771, loss_cls: 3.0302, loss: 3.0302, grad_norm: 7.9953 2021-08-17 05:59:35,938 - mmaction - INFO - Epoch [13][220/3520] lr: 5.000e-03, eta: 22:18:56, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5604, loss_cls: 3.1284, loss: 3.1284, grad_norm: 8.0233 2021-08-17 05:59:47,487 - mmaction - INFO - Epoch [13][240/3520] lr: 5.000e-03, eta: 22:18:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5875, loss_cls: 3.0413, loss: 3.0413, grad_norm: 7.8757 2021-08-17 05:59:59,046 - mmaction - INFO - Epoch [13][260/3520] lr: 5.000e-03, eta: 22:18:29, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5490, loss_cls: 3.1229, loss: 3.1229, grad_norm: 7.8191 2021-08-17 06:00:10,937 - mmaction - INFO - Epoch [13][280/3520] lr: 5.000e-03, eta: 22:18:16, time: 0.595, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5417, loss_cls: 3.1511, loss: 3.1511, grad_norm: 7.9558 2021-08-17 06:00:22,421 - mmaction - INFO - Epoch [13][300/3520] lr: 5.000e-03, eta: 22:18:02, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.0985, loss: 3.0985, grad_norm: 7.6675 2021-08-17 06:00:34,161 - mmaction - INFO - Epoch [13][320/3520] lr: 5.000e-03, eta: 22:17:49, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5500, loss_cls: 3.1675, loss: 3.1675, grad_norm: 7.9971 2021-08-17 06:00:45,761 - mmaction - INFO - Epoch [13][340/3520] lr: 5.000e-03, eta: 22:17:36, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5469, loss_cls: 3.1240, loss: 3.1240, grad_norm: 7.9671 2021-08-17 06:00:57,417 - mmaction - INFO - Epoch [13][360/3520] lr: 5.000e-03, eta: 22:17:23, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.0213, loss: 3.0213, grad_norm: 7.8401 2021-08-17 06:01:08,950 - mmaction - INFO - Epoch [13][380/3520] lr: 5.000e-03, eta: 22:17:09, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.2433, loss: 3.2433, grad_norm: 8.0887 2021-08-17 06:01:20,933 - mmaction - INFO - Epoch [13][400/3520] lr: 5.000e-03, eta: 22:16:57, time: 0.598, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5458, loss_cls: 3.1027, loss: 3.1027, grad_norm: 7.7252 2021-08-17 06:01:32,545 - mmaction - INFO - Epoch [13][420/3520] lr: 5.000e-03, eta: 22:16:44, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5604, loss_cls: 3.1185, loss: 3.1185, grad_norm: 7.8847 2021-08-17 06:01:44,156 - mmaction - INFO - Epoch [13][440/3520] lr: 5.000e-03, eta: 22:16:30, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5542, loss_cls: 3.1371, loss: 3.1371, grad_norm: 7.9249 2021-08-17 06:01:55,700 - mmaction - INFO - Epoch [13][460/3520] lr: 5.000e-03, eta: 22:16:17, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5573, loss_cls: 3.1367, loss: 3.1367, grad_norm: 7.8908 2021-08-17 06:02:07,228 - mmaction - INFO - Epoch [13][480/3520] lr: 5.000e-03, eta: 22:16:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5500, loss_cls: 3.0879, loss: 3.0879, grad_norm: 7.9304 2021-08-17 06:02:18,751 - mmaction - INFO - Epoch [13][500/3520] lr: 5.000e-03, eta: 22:15:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5521, loss_cls: 3.0859, loss: 3.0859, grad_norm: 7.8614 2021-08-17 06:02:30,310 - mmaction - INFO - Epoch [13][520/3520] lr: 5.000e-03, eta: 22:15:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5667, loss_cls: 3.0845, loss: 3.0845, grad_norm: 7.7980 2021-08-17 06:02:41,879 - mmaction - INFO - Epoch [13][540/3520] lr: 5.000e-03, eta: 22:15:23, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5646, loss_cls: 3.0728, loss: 3.0728, grad_norm: 8.0918 2021-08-17 06:02:53,508 - mmaction - INFO - Epoch [13][560/3520] lr: 5.000e-03, eta: 22:15:09, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.0988, loss: 3.0988, grad_norm: 7.5358 2021-08-17 06:03:05,138 - mmaction - INFO - Epoch [13][580/3520] lr: 5.000e-03, eta: 22:14:56, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5490, loss_cls: 3.1441, loss: 3.1441, grad_norm: 7.7165 2021-08-17 06:03:16,702 - mmaction - INFO - Epoch [13][600/3520] lr: 5.000e-03, eta: 22:14:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5615, loss_cls: 3.0526, loss: 3.0526, grad_norm: 7.8462 2021-08-17 06:03:28,274 - mmaction - INFO - Epoch [13][620/3520] lr: 5.000e-03, eta: 22:14:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5177, loss_cls: 3.2664, loss: 3.2664, grad_norm: 8.1911 2021-08-17 06:03:39,938 - mmaction - INFO - Epoch [13][640/3520] lr: 5.000e-03, eta: 22:14:16, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5302, loss_cls: 3.2028, loss: 3.2028, grad_norm: 8.0388 2021-08-17 06:03:51,510 - mmaction - INFO - Epoch [13][660/3520] lr: 5.000e-03, eta: 22:14:03, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5563, loss_cls: 3.0565, loss: 3.0565, grad_norm: 7.5937 2021-08-17 06:04:03,110 - mmaction - INFO - Epoch [13][680/3520] lr: 5.000e-03, eta: 22:13:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5531, loss_cls: 3.1333, loss: 3.1333, grad_norm: 7.7342 2021-08-17 06:04:14,720 - mmaction - INFO - Epoch [13][700/3520] lr: 5.000e-03, eta: 22:13:36, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5448, loss_cls: 3.1848, loss: 3.1848, grad_norm: 8.0224 2021-08-17 06:04:26,241 - mmaction - INFO - Epoch [13][720/3520] lr: 5.000e-03, eta: 22:13:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5531, loss_cls: 3.1628, loss: 3.1628, grad_norm: 7.7551 2021-08-17 06:04:37,811 - mmaction - INFO - Epoch [13][740/3520] lr: 5.000e-03, eta: 22:13:09, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5635, loss_cls: 3.0893, loss: 3.0893, grad_norm: 7.9935 2021-08-17 06:04:49,451 - mmaction - INFO - Epoch [13][760/3520] lr: 5.000e-03, eta: 22:12:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5427, loss_cls: 3.1877, loss: 3.1877, grad_norm: 7.8363 2021-08-17 06:05:01,022 - mmaction - INFO - Epoch [13][780/3520] lr: 5.000e-03, eta: 22:12:42, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5635, loss_cls: 3.1023, loss: 3.1023, grad_norm: 8.0628 2021-08-17 06:05:12,621 - mmaction - INFO - Epoch [13][800/3520] lr: 5.000e-03, eta: 22:12:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5615, loss_cls: 3.0994, loss: 3.0994, grad_norm: 8.1102 2021-08-17 06:05:24,168 - mmaction - INFO - Epoch [13][820/3520] lr: 5.000e-03, eta: 22:12:15, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5531, loss_cls: 3.1749, loss: 3.1749, grad_norm: 8.2386 2021-08-17 06:05:35,732 - mmaction - INFO - Epoch [13][840/3520] lr: 5.000e-03, eta: 22:12:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5781, loss_cls: 3.0758, loss: 3.0758, grad_norm: 7.7549 2021-08-17 06:05:47,349 - mmaction - INFO - Epoch [13][860/3520] lr: 5.000e-03, eta: 22:11:49, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5177, loss_cls: 3.3680, loss: 3.3680, grad_norm: 8.0597 2021-08-17 06:05:58,928 - mmaction - INFO - Epoch [13][880/3520] lr: 5.000e-03, eta: 22:11:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5344, loss_cls: 3.1328, loss: 3.1328, grad_norm: 7.8529 2021-08-17 06:06:10,503 - mmaction - INFO - Epoch [13][900/3520] lr: 5.000e-03, eta: 22:11:22, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5240, loss_cls: 3.1951, loss: 3.1951, grad_norm: 7.9235 2021-08-17 06:06:22,115 - mmaction - INFO - Epoch [13][920/3520] lr: 5.000e-03, eta: 22:11:08, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5417, loss_cls: 3.1864, loss: 3.1864, grad_norm: 8.0795 2021-08-17 06:06:33,746 - mmaction - INFO - Epoch [13][940/3520] lr: 5.000e-03, eta: 22:10:55, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.1955, loss: 3.1955, grad_norm: 7.7969 2021-08-17 06:06:45,340 - mmaction - INFO - Epoch [13][960/3520] lr: 5.000e-03, eta: 22:10:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3156, top5_acc: 0.5667, loss_cls: 3.0141, loss: 3.0141, grad_norm: 7.5600 2021-08-17 06:06:56,933 - mmaction - INFO - Epoch [13][980/3520] lr: 5.000e-03, eta: 22:10:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5552, loss_cls: 3.1347, loss: 3.1347, grad_norm: 7.9002 2021-08-17 06:07:08,585 - mmaction - INFO - Epoch [13][1000/3520] lr: 5.000e-03, eta: 22:10:15, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5677, loss_cls: 3.0834, loss: 3.0834, grad_norm: 7.9029 2021-08-17 06:07:20,145 - mmaction - INFO - Epoch [13][1020/3520] lr: 5.000e-03, eta: 22:10:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5260, loss_cls: 3.2252, loss: 3.2252, grad_norm: 8.0285 2021-08-17 06:07:31,733 - mmaction - INFO - Epoch [13][1040/3520] lr: 5.000e-03, eta: 22:09:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2354, top5_acc: 0.5312, loss_cls: 3.2421, loss: 3.2421, grad_norm: 8.1319 2021-08-17 06:07:43,263 - mmaction - INFO - Epoch [13][1060/3520] lr: 5.000e-03, eta: 22:09:35, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5719, loss_cls: 3.0389, loss: 3.0389, grad_norm: 8.0002 2021-08-17 06:07:54,851 - mmaction - INFO - Epoch [13][1080/3520] lr: 5.000e-03, eta: 22:09:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5437, loss_cls: 3.1532, loss: 3.1532, grad_norm: 7.7123 2021-08-17 06:08:06,379 - mmaction - INFO - Epoch [13][1100/3520] lr: 5.000e-03, eta: 22:09:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.6115, loss_cls: 2.9423, loss: 2.9423, grad_norm: 7.7054 2021-08-17 06:08:17,954 - mmaction - INFO - Epoch [13][1120/3520] lr: 5.000e-03, eta: 22:08:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.2233, loss: 3.2233, grad_norm: 8.0382 2021-08-17 06:08:29,453 - mmaction - INFO - Epoch [13][1140/3520] lr: 5.000e-03, eta: 22:08:41, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5312, loss_cls: 3.2015, loss: 3.2015, grad_norm: 7.7790 2021-08-17 06:08:41,191 - mmaction - INFO - Epoch [13][1160/3520] lr: 5.000e-03, eta: 22:08:28, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5354, loss_cls: 3.1303, loss: 3.1303, grad_norm: 7.7940 2021-08-17 06:08:52,752 - mmaction - INFO - Epoch [13][1180/3520] lr: 5.000e-03, eta: 22:08:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5615, loss_cls: 3.1668, loss: 3.1668, grad_norm: 7.8505 2021-08-17 06:09:04,330 - mmaction - INFO - Epoch [13][1200/3520] lr: 5.000e-03, eta: 22:08:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5396, loss_cls: 3.2338, loss: 3.2338, grad_norm: 7.9464 2021-08-17 06:09:15,927 - mmaction - INFO - Epoch [13][1220/3520] lr: 5.000e-03, eta: 22:07:48, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5698, loss_cls: 3.0210, loss: 3.0210, grad_norm: 7.9030 2021-08-17 06:09:27,538 - mmaction - INFO - Epoch [13][1240/3520] lr: 5.000e-03, eta: 22:07:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5448, loss_cls: 3.1581, loss: 3.1581, grad_norm: 7.8704 2021-08-17 06:09:39,059 - mmaction - INFO - Epoch [13][1260/3520] lr: 5.000e-03, eta: 22:07:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5563, loss_cls: 3.1066, loss: 3.1066, grad_norm: 7.5160 2021-08-17 06:09:50,622 - mmaction - INFO - Epoch [13][1280/3520] lr: 5.000e-03, eta: 22:07:08, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5365, loss_cls: 3.1799, loss: 3.1799, grad_norm: 7.9186 2021-08-17 06:10:02,140 - mmaction - INFO - Epoch [13][1300/3520] lr: 5.000e-03, eta: 22:06:54, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5625, loss_cls: 3.1271, loss: 3.1271, grad_norm: 8.0458 2021-08-17 06:10:13,809 - mmaction - INFO - Epoch [13][1320/3520] lr: 5.000e-03, eta: 22:06:41, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5396, loss_cls: 3.1617, loss: 3.1617, grad_norm: 7.9222 2021-08-17 06:10:25,416 - mmaction - INFO - Epoch [13][1340/3520] lr: 5.000e-03, eta: 22:06:28, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.0521, loss: 3.0521, grad_norm: 7.8800 2021-08-17 06:10:37,003 - mmaction - INFO - Epoch [13][1360/3520] lr: 5.000e-03, eta: 22:06:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5365, loss_cls: 3.1563, loss: 3.1563, grad_norm: 7.9616 2021-08-17 06:10:48,557 - mmaction - INFO - Epoch [13][1380/3520] lr: 5.000e-03, eta: 22:06:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5646, loss_cls: 3.0875, loss: 3.0875, grad_norm: 7.6399 2021-08-17 06:11:00,193 - mmaction - INFO - Epoch [13][1400/3520] lr: 5.000e-03, eta: 22:05:48, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5667, loss_cls: 3.0610, loss: 3.0610, grad_norm: 7.9187 2021-08-17 06:11:11,773 - mmaction - INFO - Epoch [13][1420/3520] lr: 5.000e-03, eta: 22:05:35, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5240, loss_cls: 3.2071, loss: 3.2071, grad_norm: 7.8137 2021-08-17 06:11:23,329 - mmaction - INFO - Epoch [13][1440/3520] lr: 5.000e-03, eta: 22:05:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5292, loss_cls: 3.1817, loss: 3.1817, grad_norm: 8.0767 2021-08-17 06:11:34,905 - mmaction - INFO - Epoch [13][1460/3520] lr: 5.000e-03, eta: 22:05:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5385, loss_cls: 3.1526, loss: 3.1526, grad_norm: 7.9074 2021-08-17 06:11:46,552 - mmaction - INFO - Epoch [13][1480/3520] lr: 5.000e-03, eta: 22:04:55, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5781, loss_cls: 3.0482, loss: 3.0482, grad_norm: 7.9398 2021-08-17 06:11:58,160 - mmaction - INFO - Epoch [13][1500/3520] lr: 5.000e-03, eta: 22:04:42, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5479, loss_cls: 3.1808, loss: 3.1808, grad_norm: 7.8549 2021-08-17 06:12:09,660 - mmaction - INFO - Epoch [13][1520/3520] lr: 5.000e-03, eta: 22:04:28, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5146, loss_cls: 3.2129, loss: 3.2129, grad_norm: 8.1201 2021-08-17 06:12:21,186 - mmaction - INFO - Epoch [13][1540/3520] lr: 5.000e-03, eta: 22:04:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5698, loss_cls: 3.0751, loss: 3.0751, grad_norm: 7.8651 2021-08-17 06:12:32,817 - mmaction - INFO - Epoch [13][1560/3520] lr: 5.000e-03, eta: 22:04:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5302, loss_cls: 3.2226, loss: 3.2226, grad_norm: 8.0501 2021-08-17 06:12:44,362 - mmaction - INFO - Epoch [13][1580/3520] lr: 5.000e-03, eta: 22:03:48, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5312, loss_cls: 3.1411, loss: 3.1411, grad_norm: 8.0657 2021-08-17 06:12:55,961 - mmaction - INFO - Epoch [13][1600/3520] lr: 5.000e-03, eta: 22:03:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5396, loss_cls: 3.1553, loss: 3.1553, grad_norm: 8.0969 2021-08-17 06:13:07,595 - mmaction - INFO - Epoch [13][1620/3520] lr: 5.000e-03, eta: 22:03:21, time: 0.583, data_time: 0.001, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5740, loss_cls: 3.0593, loss: 3.0593, grad_norm: 7.9644 2021-08-17 06:13:19,157 - mmaction - INFO - Epoch [13][1640/3520] lr: 5.000e-03, eta: 22:03:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5490, loss_cls: 3.1108, loss: 3.1108, grad_norm: 8.0714 2021-08-17 06:13:30,701 - mmaction - INFO - Epoch [13][1660/3520] lr: 5.000e-03, eta: 22:02:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5219, loss_cls: 3.2236, loss: 3.2236, grad_norm: 8.0476 2021-08-17 06:13:42,300 - mmaction - INFO - Epoch [13][1680/3520] lr: 5.000e-03, eta: 22:02:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5646, loss_cls: 3.1184, loss: 3.1184, grad_norm: 7.7641 2021-08-17 06:13:53,903 - mmaction - INFO - Epoch [13][1700/3520] lr: 5.000e-03, eta: 22:02:28, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2333, top5_acc: 0.5104, loss_cls: 3.2658, loss: 3.2658, grad_norm: 7.8610 2021-08-17 06:14:05,562 - mmaction - INFO - Epoch [13][1720/3520] lr: 5.000e-03, eta: 22:02:15, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5156, loss_cls: 3.2138, loss: 3.2138, grad_norm: 8.0105 2021-08-17 06:14:17,083 - mmaction - INFO - Epoch [13][1740/3520] lr: 5.000e-03, eta: 22:02:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5458, loss_cls: 3.1667, loss: 3.1667, grad_norm: 7.8543 2021-08-17 06:14:28,669 - mmaction - INFO - Epoch [13][1760/3520] lr: 5.000e-03, eta: 22:01:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5312, loss_cls: 3.1896, loss: 3.1896, grad_norm: 8.0165 2021-08-17 06:14:40,290 - mmaction - INFO - Epoch [13][1780/3520] lr: 5.000e-03, eta: 22:01:35, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5500, loss_cls: 3.1471, loss: 3.1471, grad_norm: 7.7494 2021-08-17 06:14:51,893 - mmaction - INFO - Epoch [13][1800/3520] lr: 5.000e-03, eta: 22:01:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5563, loss_cls: 3.1566, loss: 3.1566, grad_norm: 8.0909 2021-08-17 06:15:03,581 - mmaction - INFO - Epoch [13][1820/3520] lr: 5.000e-03, eta: 22:01:09, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5563, loss_cls: 3.0933, loss: 3.0933, grad_norm: 7.7391 2021-08-17 06:15:15,104 - mmaction - INFO - Epoch [13][1840/3520] lr: 5.000e-03, eta: 22:00:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5323, loss_cls: 3.1488, loss: 3.1488, grad_norm: 7.6198 2021-08-17 06:15:26,633 - mmaction - INFO - Epoch [13][1860/3520] lr: 5.000e-03, eta: 22:00:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5479, loss_cls: 3.1755, loss: 3.1755, grad_norm: 7.7470 2021-08-17 06:15:38,240 - mmaction - INFO - Epoch [13][1880/3520] lr: 5.000e-03, eta: 22:00:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5417, loss_cls: 3.1591, loss: 3.1591, grad_norm: 7.9753 2021-08-17 06:15:49,793 - mmaction - INFO - Epoch [13][1900/3520] lr: 5.000e-03, eta: 22:00:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5260, loss_cls: 3.1735, loss: 3.1735, grad_norm: 7.8713 2021-08-17 06:16:01,378 - mmaction - INFO - Epoch [13][1920/3520] lr: 5.000e-03, eta: 22:00:02, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5510, loss_cls: 3.1218, loss: 3.1218, grad_norm: 7.8846 2021-08-17 06:16:12,914 - mmaction - INFO - Epoch [13][1940/3520] lr: 5.000e-03, eta: 21:59:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5396, loss_cls: 3.1593, loss: 3.1593, grad_norm: 7.6751 2021-08-17 06:16:24,587 - mmaction - INFO - Epoch [13][1960/3520] lr: 5.000e-03, eta: 21:59:35, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5479, loss_cls: 3.1349, loss: 3.1349, grad_norm: 7.9452 2021-08-17 06:16:36,220 - mmaction - INFO - Epoch [13][1980/3520] lr: 5.000e-03, eta: 21:59:22, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5323, loss_cls: 3.1623, loss: 3.1623, grad_norm: 7.7491 2021-08-17 06:16:47,739 - mmaction - INFO - Epoch [13][2000/3520] lr: 5.000e-03, eta: 21:59:08, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2344, top5_acc: 0.5563, loss_cls: 3.1477, loss: 3.1477, grad_norm: 7.6698 2021-08-17 06:16:59,318 - mmaction - INFO - Epoch [13][2020/3520] lr: 5.000e-03, eta: 21:58:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5302, loss_cls: 3.2092, loss: 3.2092, grad_norm: 7.8340 2021-08-17 06:17:10,897 - mmaction - INFO - Epoch [13][2040/3520] lr: 5.000e-03, eta: 21:58:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5292, loss_cls: 3.2438, loss: 3.2438, grad_norm: 7.7329 2021-08-17 06:17:22,532 - mmaction - INFO - Epoch [13][2060/3520] lr: 5.000e-03, eta: 21:58:29, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5500, loss_cls: 3.1968, loss: 3.1968, grad_norm: 8.0263 2021-08-17 06:17:34,165 - mmaction - INFO - Epoch [13][2080/3520] lr: 5.000e-03, eta: 21:58:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5500, loss_cls: 3.1445, loss: 3.1445, grad_norm: 7.5805 2021-08-17 06:17:45,727 - mmaction - INFO - Epoch [13][2100/3520] lr: 5.000e-03, eta: 21:58:02, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5563, loss_cls: 3.1590, loss: 3.1590, grad_norm: 7.6575 2021-08-17 06:17:57,256 - mmaction - INFO - Epoch [13][2120/3520] lr: 5.000e-03, eta: 21:57:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5792, loss_cls: 3.0154, loss: 3.0154, grad_norm: 7.6242 2021-08-17 06:18:08,856 - mmaction - INFO - Epoch [13][2140/3520] lr: 5.000e-03, eta: 21:57:36, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5281, loss_cls: 3.2041, loss: 3.2041, grad_norm: 8.0413 2021-08-17 06:18:20,406 - mmaction - INFO - Epoch [13][2160/3520] lr: 5.000e-03, eta: 21:57:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5385, loss_cls: 3.1532, loss: 3.1532, grad_norm: 7.8613 2021-08-17 06:18:31,996 - mmaction - INFO - Epoch [13][2180/3520] lr: 5.000e-03, eta: 21:57:09, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5542, loss_cls: 3.1872, loss: 3.1872, grad_norm: 7.6835 2021-08-17 06:18:43,610 - mmaction - INFO - Epoch [13][2200/3520] lr: 5.000e-03, eta: 21:56:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5656, loss_cls: 3.1115, loss: 3.1115, grad_norm: 8.0426 2021-08-17 06:18:55,149 - mmaction - INFO - Epoch [13][2220/3520] lr: 5.000e-03, eta: 21:56:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5417, loss_cls: 3.1929, loss: 3.1929, grad_norm: 8.1544 2021-08-17 06:19:06,704 - mmaction - INFO - Epoch [13][2240/3520] lr: 5.000e-03, eta: 21:56:29, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5302, loss_cls: 3.2008, loss: 3.2008, grad_norm: 7.8061 2021-08-17 06:19:18,313 - mmaction - INFO - Epoch [13][2260/3520] lr: 5.000e-03, eta: 21:56:16, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5312, loss_cls: 3.1971, loss: 3.1971, grad_norm: 7.8600 2021-08-17 06:19:29,878 - mmaction - INFO - Epoch [13][2280/3520] lr: 5.000e-03, eta: 21:56:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2375, top5_acc: 0.5208, loss_cls: 3.2779, loss: 3.2779, grad_norm: 8.0637 2021-08-17 06:19:41,412 - mmaction - INFO - Epoch [13][2300/3520] lr: 5.000e-03, eta: 21:55:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5583, loss_cls: 3.0727, loss: 3.0727, grad_norm: 7.3886 2021-08-17 06:19:52,978 - mmaction - INFO - Epoch [13][2320/3520] lr: 5.000e-03, eta: 21:55:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5563, loss_cls: 3.1306, loss: 3.1306, grad_norm: 7.8323 2021-08-17 06:20:04,544 - mmaction - INFO - Epoch [13][2340/3520] lr: 5.000e-03, eta: 21:55:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5323, loss_cls: 3.2072, loss: 3.2072, grad_norm: 7.6445 2021-08-17 06:20:16,125 - mmaction - INFO - Epoch [13][2360/3520] lr: 5.000e-03, eta: 21:55:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.1557, loss: 3.1557, grad_norm: 7.8557 2021-08-17 06:20:27,683 - mmaction - INFO - Epoch [13][2380/3520] lr: 5.000e-03, eta: 21:54:56, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5448, loss_cls: 3.1283, loss: 3.1283, grad_norm: 7.9920 2021-08-17 06:20:39,246 - mmaction - INFO - Epoch [13][2400/3520] lr: 5.000e-03, eta: 21:54:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5375, loss_cls: 3.2025, loss: 3.2025, grad_norm: 7.8327 2021-08-17 06:20:50,740 - mmaction - INFO - Epoch [13][2420/3520] lr: 5.000e-03, eta: 21:54:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5333, loss_cls: 3.2154, loss: 3.2154, grad_norm: 8.0119 2021-08-17 06:21:02,367 - mmaction - INFO - Epoch [13][2440/3520] lr: 5.000e-03, eta: 21:54:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5646, loss_cls: 3.1144, loss: 3.1144, grad_norm: 7.6963 2021-08-17 06:21:13,923 - mmaction - INFO - Epoch [13][2460/3520] lr: 5.000e-03, eta: 21:54:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5604, loss_cls: 3.1174, loss: 3.1174, grad_norm: 7.5975 2021-08-17 06:21:25,570 - mmaction - INFO - Epoch [13][2480/3520] lr: 5.000e-03, eta: 21:53:49, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5437, loss_cls: 3.1727, loss: 3.1727, grad_norm: 7.9264 2021-08-17 06:21:37,258 - mmaction - INFO - Epoch [13][2500/3520] lr: 5.000e-03, eta: 21:53:36, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5573, loss_cls: 3.1307, loss: 3.1307, grad_norm: 7.6806 2021-08-17 06:21:48,956 - mmaction - INFO - Epoch [13][2520/3520] lr: 5.000e-03, eta: 21:53:23, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5635, loss_cls: 3.1185, loss: 3.1185, grad_norm: 7.7495 2021-08-17 06:22:00,559 - mmaction - INFO - Epoch [13][2540/3520] lr: 5.000e-03, eta: 21:53:10, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5396, loss_cls: 3.1207, loss: 3.1207, grad_norm: 7.7504 2021-08-17 06:22:12,105 - mmaction - INFO - Epoch [13][2560/3520] lr: 5.000e-03, eta: 21:52:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5385, loss_cls: 3.1260, loss: 3.1260, grad_norm: 7.8639 2021-08-17 06:22:23,665 - mmaction - INFO - Epoch [13][2580/3520] lr: 5.000e-03, eta: 21:52:44, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5625, loss_cls: 3.1666, loss: 3.1666, grad_norm: 7.7990 2021-08-17 06:22:35,207 - mmaction - INFO - Epoch [13][2600/3520] lr: 5.000e-03, eta: 21:52:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5396, loss_cls: 3.1549, loss: 3.1549, grad_norm: 8.0367 2021-08-17 06:22:46,774 - mmaction - INFO - Epoch [13][2620/3520] lr: 5.000e-03, eta: 21:52:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5979, loss_cls: 2.9938, loss: 2.9938, grad_norm: 7.8459 2021-08-17 06:22:58,421 - mmaction - INFO - Epoch [13][2640/3520] lr: 5.000e-03, eta: 21:52:04, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5417, loss_cls: 3.1901, loss: 3.1901, grad_norm: 7.8938 2021-08-17 06:23:09,989 - mmaction - INFO - Epoch [13][2660/3520] lr: 5.000e-03, eta: 21:51:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5521, loss_cls: 3.0897, loss: 3.0897, grad_norm: 7.9968 2021-08-17 06:23:21,525 - mmaction - INFO - Epoch [13][2680/3520] lr: 5.000e-03, eta: 21:51:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5323, loss_cls: 3.2140, loss: 3.2140, grad_norm: 7.9834 2021-08-17 06:23:33,107 - mmaction - INFO - Epoch [13][2700/3520] lr: 5.000e-03, eta: 21:51:24, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.0590, loss: 3.0590, grad_norm: 7.6200 2021-08-17 06:23:44,693 - mmaction - INFO - Epoch [13][2720/3520] lr: 5.000e-03, eta: 21:51:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5521, loss_cls: 3.1309, loss: 3.1309, grad_norm: 7.6538 2021-08-17 06:23:56,233 - mmaction - INFO - Epoch [13][2740/3520] lr: 5.000e-03, eta: 21:50:57, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.1126, loss: 3.1126, grad_norm: 7.7733 2021-08-17 06:24:07,812 - mmaction - INFO - Epoch [13][2760/3520] lr: 5.000e-03, eta: 21:50:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.1369, loss: 3.1369, grad_norm: 8.0674 2021-08-17 06:24:19,372 - mmaction - INFO - Epoch [13][2780/3520] lr: 5.000e-03, eta: 21:50:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5219, loss_cls: 3.2775, loss: 3.2775, grad_norm: 7.8295 2021-08-17 06:24:30,931 - mmaction - INFO - Epoch [13][2800/3520] lr: 5.000e-03, eta: 21:50:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.1146, loss: 3.1146, grad_norm: 7.5644 2021-08-17 06:24:42,554 - mmaction - INFO - Epoch [13][2820/3520] lr: 5.000e-03, eta: 21:50:04, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5563, loss_cls: 3.1152, loss: 3.1152, grad_norm: 7.5093 2021-08-17 06:24:54,138 - mmaction - INFO - Epoch [13][2840/3520] lr: 5.000e-03, eta: 21:49:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5406, loss_cls: 3.1451, loss: 3.1451, grad_norm: 7.8662 2021-08-17 06:25:05,680 - mmaction - INFO - Epoch [13][2860/3520] lr: 5.000e-03, eta: 21:49:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5292, loss_cls: 3.2212, loss: 3.2212, grad_norm: 7.9801 2021-08-17 06:25:17,262 - mmaction - INFO - Epoch [13][2880/3520] lr: 5.000e-03, eta: 21:49:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5385, loss_cls: 3.1851, loss: 3.1851, grad_norm: 7.8234 2021-08-17 06:25:28,838 - mmaction - INFO - Epoch [13][2900/3520] lr: 5.000e-03, eta: 21:49:11, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5240, loss_cls: 3.2100, loss: 3.2100, grad_norm: 8.1878 2021-08-17 06:25:40,438 - mmaction - INFO - Epoch [13][2920/3520] lr: 5.000e-03, eta: 21:48:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5490, loss_cls: 3.1456, loss: 3.1456, grad_norm: 7.9353 2021-08-17 06:25:52,046 - mmaction - INFO - Epoch [13][2940/3520] lr: 5.000e-03, eta: 21:48:45, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5250, loss_cls: 3.1962, loss: 3.1962, grad_norm: 8.0420 2021-08-17 06:26:03,567 - mmaction - INFO - Epoch [13][2960/3520] lr: 5.000e-03, eta: 21:48:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5635, loss_cls: 3.0820, loss: 3.0820, grad_norm: 7.7105 2021-08-17 06:26:15,089 - mmaction - INFO - Epoch [13][2980/3520] lr: 5.000e-03, eta: 21:48:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5333, loss_cls: 3.2077, loss: 3.2077, grad_norm: 7.7260 2021-08-17 06:26:26,657 - mmaction - INFO - Epoch [13][3000/3520] lr: 5.000e-03, eta: 21:48:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5615, loss_cls: 3.1048, loss: 3.1048, grad_norm: 7.6646 2021-08-17 06:26:38,214 - mmaction - INFO - Epoch [13][3020/3520] lr: 5.000e-03, eta: 21:47:52, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3063, top5_acc: 0.5729, loss_cls: 3.0010, loss: 3.0010, grad_norm: 7.7483 2021-08-17 06:26:49,798 - mmaction - INFO - Epoch [13][3040/3520] lr: 5.000e-03, eta: 21:47:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5698, loss_cls: 3.1278, loss: 3.1278, grad_norm: 7.9080 2021-08-17 06:27:01,371 - mmaction - INFO - Epoch [13][3060/3520] lr: 5.000e-03, eta: 21:47:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5385, loss_cls: 3.1460, loss: 3.1460, grad_norm: 8.0929 2021-08-17 06:27:12,946 - mmaction - INFO - Epoch [13][3080/3520] lr: 5.000e-03, eta: 21:47:12, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5177, loss_cls: 3.2362, loss: 3.2362, grad_norm: 7.9022 2021-08-17 06:27:24,525 - mmaction - INFO - Epoch [13][3100/3520] lr: 5.000e-03, eta: 21:46:59, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5781, loss_cls: 3.0407, loss: 3.0407, grad_norm: 7.7541 2021-08-17 06:27:36,181 - mmaction - INFO - Epoch [13][3120/3520] lr: 5.000e-03, eta: 21:46:46, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5125, loss_cls: 3.2410, loss: 3.2410, grad_norm: 7.9034 2021-08-17 06:27:47,744 - mmaction - INFO - Epoch [13][3140/3520] lr: 5.000e-03, eta: 21:46:32, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5500, loss_cls: 3.1882, loss: 3.1882, grad_norm: 8.1660 2021-08-17 06:27:59,300 - mmaction - INFO - Epoch [13][3160/3520] lr: 5.000e-03, eta: 21:46:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5292, loss_cls: 3.1872, loss: 3.1872, grad_norm: 8.2929 2021-08-17 06:28:10,894 - mmaction - INFO - Epoch [13][3180/3520] lr: 5.000e-03, eta: 21:46:06, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5333, loss_cls: 3.1956, loss: 3.1956, grad_norm: 7.9833 2021-08-17 06:28:22,451 - mmaction - INFO - Epoch [13][3200/3520] lr: 5.000e-03, eta: 21:45:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5302, loss_cls: 3.1953, loss: 3.1953, grad_norm: 7.9073 2021-08-17 06:28:34,020 - mmaction - INFO - Epoch [13][3220/3520] lr: 5.000e-03, eta: 21:45:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5677, loss_cls: 3.1672, loss: 3.1672, grad_norm: 7.8617 2021-08-17 06:28:45,606 - mmaction - INFO - Epoch [13][3240/3520] lr: 5.000e-03, eta: 21:45:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5260, loss_cls: 3.1411, loss: 3.1411, grad_norm: 8.0011 2021-08-17 06:28:57,168 - mmaction - INFO - Epoch [13][3260/3520] lr: 5.000e-03, eta: 21:45:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5469, loss_cls: 3.1836, loss: 3.1836, grad_norm: 7.9400 2021-08-17 06:29:08,811 - mmaction - INFO - Epoch [13][3280/3520] lr: 5.000e-03, eta: 21:45:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5229, loss_cls: 3.2637, loss: 3.2637, grad_norm: 7.9947 2021-08-17 06:29:20,338 - mmaction - INFO - Epoch [13][3300/3520] lr: 5.000e-03, eta: 21:44:46, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5375, loss_cls: 3.2188, loss: 3.2188, grad_norm: 7.8056 2021-08-17 06:29:31,891 - mmaction - INFO - Epoch [13][3320/3520] lr: 5.000e-03, eta: 21:44:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5740, loss_cls: 3.0937, loss: 3.0937, grad_norm: 7.7332 2021-08-17 06:29:43,431 - mmaction - INFO - Epoch [13][3340/3520] lr: 5.000e-03, eta: 21:44:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5312, loss_cls: 3.1329, loss: 3.1329, grad_norm: 7.7635 2021-08-17 06:29:55,055 - mmaction - INFO - Epoch [13][3360/3520] lr: 5.000e-03, eta: 21:44:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5500, loss_cls: 3.1381, loss: 3.1381, grad_norm: 7.9279 2021-08-17 06:30:06,574 - mmaction - INFO - Epoch [13][3380/3520] lr: 5.000e-03, eta: 21:43:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.1140, loss: 3.1140, grad_norm: 7.6475 2021-08-17 06:30:18,212 - mmaction - INFO - Epoch [13][3400/3520] lr: 5.000e-03, eta: 21:43:40, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5552, loss_cls: 3.1478, loss: 3.1478, grad_norm: 7.7747 2021-08-17 06:30:29,765 - mmaction - INFO - Epoch [13][3420/3520] lr: 5.000e-03, eta: 21:43:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5490, loss_cls: 3.1619, loss: 3.1619, grad_norm: 7.7958 2021-08-17 06:30:41,332 - mmaction - INFO - Epoch [13][3440/3520] lr: 5.000e-03, eta: 21:43:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5802, loss_cls: 3.0873, loss: 3.0873, grad_norm: 7.5319 2021-08-17 06:30:52,871 - mmaction - INFO - Epoch [13][3460/3520] lr: 5.000e-03, eta: 21:43:01, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5458, loss_cls: 3.1553, loss: 3.1553, grad_norm: 8.0251 2021-08-17 06:31:04,465 - mmaction - INFO - Epoch [13][3480/3520] lr: 5.000e-03, eta: 21:42:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5635, loss_cls: 3.0601, loss: 3.0601, grad_norm: 7.5251 2021-08-17 06:31:16,062 - mmaction - INFO - Epoch [13][3500/3520] lr: 5.000e-03, eta: 21:42:34, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5365, loss_cls: 3.2022, loss: 3.2022, grad_norm: 7.7461 2021-08-17 06:31:27,209 - mmaction - INFO - Epoch [13][3520/3520] lr: 5.000e-03, eta: 21:42:20, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.2652, top5_acc: 0.5424, loss_cls: 3.2311, loss: 3.2311, grad_norm: 7.8786 2021-08-17 06:31:29,630 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-08-17 06:32:51,023 - mmaction - INFO - Epoch [14][20/3520] lr: 5.000e-03, eta: 21:45:22, time: 4.021, data_time: 3.444, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5615, loss_cls: 3.1193, loss: 3.1193, grad_norm: 7.8278 2021-08-17 06:33:02,520 - mmaction - INFO - Epoch [14][40/3520] lr: 5.000e-03, eta: 21:45:09, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5740, loss_cls: 3.0302, loss: 3.0302, grad_norm: 7.5873 2021-08-17 06:33:14,009 - mmaction - INFO - Epoch [14][60/3520] lr: 5.000e-03, eta: 21:44:55, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5385, loss_cls: 3.1143, loss: 3.1143, grad_norm: 8.1044 2021-08-17 06:33:25,543 - mmaction - INFO - Epoch [14][80/3520] lr: 5.000e-03, eta: 21:44:42, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5479, loss_cls: 3.1091, loss: 3.1091, grad_norm: 8.0520 2021-08-17 06:33:37,043 - mmaction - INFO - Epoch [14][100/3520] lr: 5.000e-03, eta: 21:44:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5740, loss_cls: 3.0907, loss: 3.0907, grad_norm: 7.6797 2021-08-17 06:33:48,564 - mmaction - INFO - Epoch [14][120/3520] lr: 5.000e-03, eta: 21:44:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5677, loss_cls: 3.0545, loss: 3.0545, grad_norm: 7.9928 2021-08-17 06:34:00,074 - mmaction - INFO - Epoch [14][140/3520] lr: 5.000e-03, eta: 21:44:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5417, loss_cls: 3.1289, loss: 3.1289, grad_norm: 8.0372 2021-08-17 06:34:11,598 - mmaction - INFO - Epoch [14][160/3520] lr: 5.000e-03, eta: 21:43:48, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5458, loss_cls: 3.1772, loss: 3.1772, grad_norm: 7.9553 2021-08-17 06:34:23,190 - mmaction - INFO - Epoch [14][180/3520] lr: 5.000e-03, eta: 21:43:35, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5490, loss_cls: 3.1032, loss: 3.1032, grad_norm: 7.6955 2021-08-17 06:34:34,717 - mmaction - INFO - Epoch [14][200/3520] lr: 5.000e-03, eta: 21:43:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5750, loss_cls: 3.0914, loss: 3.0914, grad_norm: 8.0549 2021-08-17 06:34:46,217 - mmaction - INFO - Epoch [14][220/3520] lr: 5.000e-03, eta: 21:43:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5687, loss_cls: 3.0991, loss: 3.0991, grad_norm: 8.0574 2021-08-17 06:34:57,716 - mmaction - INFO - Epoch [14][240/3520] lr: 5.000e-03, eta: 21:42:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5479, loss_cls: 3.1678, loss: 3.1678, grad_norm: 8.0253 2021-08-17 06:35:09,306 - mmaction - INFO - Epoch [14][260/3520] lr: 5.000e-03, eta: 21:42:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5802, loss_cls: 3.0401, loss: 3.0401, grad_norm: 8.0303 2021-08-17 06:35:20,864 - mmaction - INFO - Epoch [14][280/3520] lr: 5.000e-03, eta: 21:42:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5563, loss_cls: 3.0746, loss: 3.0746, grad_norm: 7.8297 2021-08-17 06:35:32,355 - mmaction - INFO - Epoch [14][300/3520] lr: 5.000e-03, eta: 21:42:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5552, loss_cls: 3.1630, loss: 3.1630, grad_norm: 7.9068 2021-08-17 06:35:43,948 - mmaction - INFO - Epoch [14][320/3520] lr: 5.000e-03, eta: 21:42:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5531, loss_cls: 3.0943, loss: 3.0943, grad_norm: 7.9773 2021-08-17 06:35:55,625 - mmaction - INFO - Epoch [14][340/3520] lr: 5.000e-03, eta: 21:41:48, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5875, loss_cls: 3.0836, loss: 3.0836, grad_norm: 7.7070 2021-08-17 06:36:07,276 - mmaction - INFO - Epoch [14][360/3520] lr: 5.000e-03, eta: 21:41:35, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.0746, loss: 3.0746, grad_norm: 7.5608 2021-08-17 06:36:18,818 - mmaction - INFO - Epoch [14][380/3520] lr: 5.000e-03, eta: 21:41:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5677, loss_cls: 3.0654, loss: 3.0654, grad_norm: 7.8049 2021-08-17 06:36:30,354 - mmaction - INFO - Epoch [14][400/3520] lr: 5.000e-03, eta: 21:41:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5625, loss_cls: 3.1171, loss: 3.1171, grad_norm: 8.0182 2021-08-17 06:36:41,824 - mmaction - INFO - Epoch [14][420/3520] lr: 5.000e-03, eta: 21:40:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5854, loss_cls: 3.0401, loss: 3.0401, grad_norm: 8.0732 2021-08-17 06:36:53,329 - mmaction - INFO - Epoch [14][440/3520] lr: 5.000e-03, eta: 21:40:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5552, loss_cls: 3.0899, loss: 3.0899, grad_norm: 8.1259 2021-08-17 06:37:04,865 - mmaction - INFO - Epoch [14][460/3520] lr: 5.000e-03, eta: 21:40:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5677, loss_cls: 3.1017, loss: 3.1017, grad_norm: 8.3083 2021-08-17 06:37:16,501 - mmaction - INFO - Epoch [14][480/3520] lr: 5.000e-03, eta: 21:40:14, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5490, loss_cls: 3.1266, loss: 3.1266, grad_norm: 7.5917 2021-08-17 06:37:27,994 - mmaction - INFO - Epoch [14][500/3520] lr: 5.000e-03, eta: 21:40:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5385, loss_cls: 3.1570, loss: 3.1570, grad_norm: 7.8884 2021-08-17 06:37:39,535 - mmaction - INFO - Epoch [14][520/3520] lr: 5.000e-03, eta: 21:39:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.0766, loss: 3.0766, grad_norm: 7.7585 2021-08-17 06:37:51,154 - mmaction - INFO - Epoch [14][540/3520] lr: 5.000e-03, eta: 21:39:34, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5698, loss_cls: 3.0737, loss: 3.0737, grad_norm: 7.5996 2021-08-17 06:38:02,704 - mmaction - INFO - Epoch [14][560/3520] lr: 5.000e-03, eta: 21:39:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5563, loss_cls: 3.1390, loss: 3.1390, grad_norm: 7.7484 2021-08-17 06:38:14,252 - mmaction - INFO - Epoch [14][580/3520] lr: 5.000e-03, eta: 21:39:08, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.0338, loss: 3.0338, grad_norm: 7.8757 2021-08-17 06:38:25,814 - mmaction - INFO - Epoch [14][600/3520] lr: 5.000e-03, eta: 21:38:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5365, loss_cls: 3.1739, loss: 3.1739, grad_norm: 8.0693 2021-08-17 06:38:37,320 - mmaction - INFO - Epoch [14][620/3520] lr: 5.000e-03, eta: 21:38:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5625, loss_cls: 2.9938, loss: 2.9938, grad_norm: 7.8796 2021-08-17 06:38:48,946 - mmaction - INFO - Epoch [14][640/3520] lr: 5.000e-03, eta: 21:38:28, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5542, loss_cls: 3.0272, loss: 3.0272, grad_norm: 7.9275 2021-08-17 06:39:00,510 - mmaction - INFO - Epoch [14][660/3520] lr: 5.000e-03, eta: 21:38:14, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5396, loss_cls: 3.1767, loss: 3.1767, grad_norm: 7.8938 2021-08-17 06:39:12,115 - mmaction - INFO - Epoch [14][680/3520] lr: 5.000e-03, eta: 21:38:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5677, loss_cls: 3.0220, loss: 3.0220, grad_norm: 7.6132 2021-08-17 06:39:23,635 - mmaction - INFO - Epoch [14][700/3520] lr: 5.000e-03, eta: 21:37:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5656, loss_cls: 3.0535, loss: 3.0535, grad_norm: 7.6350 2021-08-17 06:39:35,199 - mmaction - INFO - Epoch [14][720/3520] lr: 5.000e-03, eta: 21:37:34, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5729, loss_cls: 2.9898, loss: 2.9898, grad_norm: 7.9551 2021-08-17 06:39:46,759 - mmaction - INFO - Epoch [14][740/3520] lr: 5.000e-03, eta: 21:37:21, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5573, loss_cls: 3.1086, loss: 3.1086, grad_norm: 7.8141 2021-08-17 06:39:58,360 - mmaction - INFO - Epoch [14][760/3520] lr: 5.000e-03, eta: 21:37:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5469, loss_cls: 3.1533, loss: 3.1533, grad_norm: 8.2377 2021-08-17 06:40:09,904 - mmaction - INFO - Epoch [14][780/3520] lr: 5.000e-03, eta: 21:36:55, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5406, loss_cls: 3.1839, loss: 3.1839, grad_norm: 8.1112 2021-08-17 06:40:21,488 - mmaction - INFO - Epoch [14][800/3520] lr: 5.000e-03, eta: 21:36:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5771, loss_cls: 3.0388, loss: 3.0388, grad_norm: 7.9785 2021-08-17 06:40:32,993 - mmaction - INFO - Epoch [14][820/3520] lr: 5.000e-03, eta: 21:36:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5396, loss_cls: 3.1892, loss: 3.1892, grad_norm: 7.9347 2021-08-17 06:40:44,551 - mmaction - INFO - Epoch [14][840/3520] lr: 5.000e-03, eta: 21:36:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5490, loss_cls: 3.1630, loss: 3.1630, grad_norm: 8.0209 2021-08-17 06:40:56,093 - mmaction - INFO - Epoch [14][860/3520] lr: 5.000e-03, eta: 21:36:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.0337, loss: 3.0337, grad_norm: 7.7421 2021-08-17 06:41:07,602 - mmaction - INFO - Epoch [14][880/3520] lr: 5.000e-03, eta: 21:35:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5427, loss_cls: 3.1687, loss: 3.1687, grad_norm: 8.1601 2021-08-17 06:41:19,113 - mmaction - INFO - Epoch [14][900/3520] lr: 5.000e-03, eta: 21:35:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5417, loss_cls: 3.1481, loss: 3.1481, grad_norm: 7.8477 2021-08-17 06:41:30,699 - mmaction - INFO - Epoch [14][920/3520] lr: 5.000e-03, eta: 21:35:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5646, loss_cls: 3.0852, loss: 3.0852, grad_norm: 7.7584 2021-08-17 06:41:42,255 - mmaction - INFO - Epoch [14][940/3520] lr: 5.000e-03, eta: 21:35:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5646, loss_cls: 3.0771, loss: 3.0771, grad_norm: 7.7347 2021-08-17 06:41:53,754 - mmaction - INFO - Epoch [14][960/3520] lr: 5.000e-03, eta: 21:34:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5427, loss_cls: 3.1358, loss: 3.1358, grad_norm: 8.0177 2021-08-17 06:42:05,249 - mmaction - INFO - Epoch [14][980/3520] lr: 5.000e-03, eta: 21:34:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5656, loss_cls: 3.0898, loss: 3.0898, grad_norm: 8.2760 2021-08-17 06:42:16,882 - mmaction - INFO - Epoch [14][1000/3520] lr: 5.000e-03, eta: 21:34:28, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5521, loss_cls: 3.1569, loss: 3.1569, grad_norm: 8.0705 2021-08-17 06:42:28,386 - mmaction - INFO - Epoch [14][1020/3520] lr: 5.000e-03, eta: 21:34:14, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5448, loss_cls: 3.1190, loss: 3.1190, grad_norm: 7.5987 2021-08-17 06:42:40,052 - mmaction - INFO - Epoch [14][1040/3520] lr: 5.000e-03, eta: 21:34:01, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5323, loss_cls: 3.1733, loss: 3.1733, grad_norm: 7.8364 2021-08-17 06:42:51,733 - mmaction - INFO - Epoch [14][1060/3520] lr: 5.000e-03, eta: 21:33:48, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5656, loss_cls: 3.0974, loss: 3.0974, grad_norm: 7.9326 2021-08-17 06:43:03,415 - mmaction - INFO - Epoch [14][1080/3520] lr: 5.000e-03, eta: 21:33:35, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5323, loss_cls: 3.1213, loss: 3.1213, grad_norm: 7.9116 2021-08-17 06:43:14,919 - mmaction - INFO - Epoch [14][1100/3520] lr: 5.000e-03, eta: 21:33:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5604, loss_cls: 3.0737, loss: 3.0737, grad_norm: 8.0386 2021-08-17 06:43:26,401 - mmaction - INFO - Epoch [14][1120/3520] lr: 5.000e-03, eta: 21:33:08, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5500, loss_cls: 3.1430, loss: 3.1430, grad_norm: 7.8925 2021-08-17 06:43:37,899 - mmaction - INFO - Epoch [14][1140/3520] lr: 5.000e-03, eta: 21:32:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5625, loss_cls: 3.1327, loss: 3.1327, grad_norm: 7.9989 2021-08-17 06:43:49,572 - mmaction - INFO - Epoch [14][1160/3520] lr: 5.000e-03, eta: 21:32:42, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5240, loss_cls: 3.2000, loss: 3.2000, grad_norm: 8.0406 2021-08-17 06:44:01,186 - mmaction - INFO - Epoch [14][1180/3520] lr: 5.000e-03, eta: 21:32:29, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5615, loss_cls: 3.1262, loss: 3.1262, grad_norm: 8.3744 2021-08-17 06:44:12,772 - mmaction - INFO - Epoch [14][1200/3520] lr: 5.000e-03, eta: 21:32:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5229, loss_cls: 3.1727, loss: 3.1727, grad_norm: 7.9551 2021-08-17 06:44:24,260 - mmaction - INFO - Epoch [14][1220/3520] lr: 5.000e-03, eta: 21:32:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5365, loss_cls: 3.1704, loss: 3.1704, grad_norm: 7.9718 2021-08-17 06:44:35,818 - mmaction - INFO - Epoch [14][1240/3520] lr: 5.000e-03, eta: 21:31:49, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5417, loss_cls: 3.1101, loss: 3.1101, grad_norm: 7.9008 2021-08-17 06:44:47,415 - mmaction - INFO - Epoch [14][1260/3520] lr: 5.000e-03, eta: 21:31:36, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5417, loss_cls: 3.1000, loss: 3.1000, grad_norm: 7.8596 2021-08-17 06:44:59,004 - mmaction - INFO - Epoch [14][1280/3520] lr: 5.000e-03, eta: 21:31:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5323, loss_cls: 3.1752, loss: 3.1752, grad_norm: 7.9442 2021-08-17 06:45:10,487 - mmaction - INFO - Epoch [14][1300/3520] lr: 5.000e-03, eta: 21:31:09, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.0756, loss: 3.0756, grad_norm: 8.0729 2021-08-17 06:45:22,105 - mmaction - INFO - Epoch [14][1320/3520] lr: 5.000e-03, eta: 21:30:56, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5479, loss_cls: 3.1962, loss: 3.1962, grad_norm: 7.9583 2021-08-17 06:45:33,628 - mmaction - INFO - Epoch [14][1340/3520] lr: 5.000e-03, eta: 21:30:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5646, loss_cls: 3.0701, loss: 3.0701, grad_norm: 7.6617 2021-08-17 06:45:45,176 - mmaction - INFO - Epoch [14][1360/3520] lr: 5.000e-03, eta: 21:30:29, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5615, loss_cls: 3.0519, loss: 3.0519, grad_norm: 7.7969 2021-08-17 06:45:56,809 - mmaction - INFO - Epoch [14][1380/3520] lr: 5.000e-03, eta: 21:30:16, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5427, loss_cls: 3.1434, loss: 3.1434, grad_norm: 7.9638 2021-08-17 06:46:08,405 - mmaction - INFO - Epoch [14][1400/3520] lr: 5.000e-03, eta: 21:30:03, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5500, loss_cls: 3.1884, loss: 3.1884, grad_norm: 7.8348 2021-08-17 06:46:20,003 - mmaction - INFO - Epoch [14][1420/3520] lr: 5.000e-03, eta: 21:29:50, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5604, loss_cls: 3.0739, loss: 3.0739, grad_norm: 7.8057 2021-08-17 06:46:31,519 - mmaction - INFO - Epoch [14][1440/3520] lr: 5.000e-03, eta: 21:29:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5521, loss_cls: 3.1207, loss: 3.1207, grad_norm: 8.0098 2021-08-17 06:46:42,997 - mmaction - INFO - Epoch [14][1460/3520] lr: 5.000e-03, eta: 21:29:23, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5677, loss_cls: 3.0934, loss: 3.0934, grad_norm: 7.8892 2021-08-17 06:46:54,532 - mmaction - INFO - Epoch [14][1480/3520] lr: 5.000e-03, eta: 21:29:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5385, loss_cls: 3.1517, loss: 3.1517, grad_norm: 7.7537 2021-08-17 06:47:06,122 - mmaction - INFO - Epoch [14][1500/3520] lr: 5.000e-03, eta: 21:28:57, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5677, loss_cls: 3.1005, loss: 3.1005, grad_norm: 7.9826 2021-08-17 06:47:17,628 - mmaction - INFO - Epoch [14][1520/3520] lr: 5.000e-03, eta: 21:28:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5406, loss_cls: 3.2093, loss: 3.2093, grad_norm: 8.1165 2021-08-17 06:47:29,169 - mmaction - INFO - Epoch [14][1540/3520] lr: 5.000e-03, eta: 21:28:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5427, loss_cls: 3.0674, loss: 3.0674, grad_norm: 7.7689 2021-08-17 06:47:40,682 - mmaction - INFO - Epoch [14][1560/3520] lr: 5.000e-03, eta: 21:28:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.6083, loss_cls: 2.9879, loss: 2.9879, grad_norm: 8.0285 2021-08-17 06:47:52,227 - mmaction - INFO - Epoch [14][1580/3520] lr: 5.000e-03, eta: 21:28:03, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5604, loss_cls: 3.1246, loss: 3.1246, grad_norm: 7.9882 2021-08-17 06:48:03,830 - mmaction - INFO - Epoch [14][1600/3520] lr: 5.000e-03, eta: 21:27:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5698, loss_cls: 3.0685, loss: 3.0685, grad_norm: 7.8227 2021-08-17 06:48:15,456 - mmaction - INFO - Epoch [14][1620/3520] lr: 5.000e-03, eta: 21:27:37, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5667, loss_cls: 3.0471, loss: 3.0471, grad_norm: 8.1873 2021-08-17 06:48:26,970 - mmaction - INFO - Epoch [14][1640/3520] lr: 5.000e-03, eta: 21:27:24, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5625, loss_cls: 3.1176, loss: 3.1176, grad_norm: 7.9093 2021-08-17 06:48:38,479 - mmaction - INFO - Epoch [14][1660/3520] lr: 5.000e-03, eta: 21:27:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.0895, loss: 3.0895, grad_norm: 7.7537 2021-08-17 06:48:50,047 - mmaction - INFO - Epoch [14][1680/3520] lr: 5.000e-03, eta: 21:26:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5448, loss_cls: 3.1710, loss: 3.1710, grad_norm: 7.6651 2021-08-17 06:49:01,567 - mmaction - INFO - Epoch [14][1700/3520] lr: 5.000e-03, eta: 21:26:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5583, loss_cls: 3.1459, loss: 3.1459, grad_norm: 7.8429 2021-08-17 06:49:13,119 - mmaction - INFO - Epoch [14][1720/3520] lr: 5.000e-03, eta: 21:26:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5594, loss_cls: 3.1201, loss: 3.1201, grad_norm: 7.9049 2021-08-17 06:49:24,660 - mmaction - INFO - Epoch [14][1740/3520] lr: 5.000e-03, eta: 21:26:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5427, loss_cls: 3.1426, loss: 3.1426, grad_norm: 7.8863 2021-08-17 06:49:36,287 - mmaction - INFO - Epoch [14][1760/3520] lr: 5.000e-03, eta: 21:26:04, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5312, loss_cls: 3.2195, loss: 3.2195, grad_norm: 8.2234 2021-08-17 06:49:47,819 - mmaction - INFO - Epoch [14][1780/3520] lr: 5.000e-03, eta: 21:25:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5594, loss_cls: 3.0661, loss: 3.0661, grad_norm: 7.8042 2021-08-17 06:49:59,373 - mmaction - INFO - Epoch [14][1800/3520] lr: 5.000e-03, eta: 21:25:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5604, loss_cls: 3.1103, loss: 3.1103, grad_norm: 8.0680 2021-08-17 06:50:10,907 - mmaction - INFO - Epoch [14][1820/3520] lr: 5.000e-03, eta: 21:25:24, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5615, loss_cls: 3.1176, loss: 3.1176, grad_norm: 7.8267 2021-08-17 06:50:22,502 - mmaction - INFO - Epoch [14][1840/3520] lr: 5.000e-03, eta: 21:25:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5604, loss_cls: 3.1073, loss: 3.1073, grad_norm: 7.9113 2021-08-17 06:50:34,000 - mmaction - INFO - Epoch [14][1860/3520] lr: 5.000e-03, eta: 21:24:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5323, loss_cls: 3.1753, loss: 3.1753, grad_norm: 8.1164 2021-08-17 06:50:45,565 - mmaction - INFO - Epoch [14][1880/3520] lr: 5.000e-03, eta: 21:24:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5667, loss_cls: 3.0624, loss: 3.0624, grad_norm: 8.0752 2021-08-17 06:50:57,167 - mmaction - INFO - Epoch [14][1900/3520] lr: 5.000e-03, eta: 21:24:31, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5500, loss_cls: 3.1298, loss: 3.1298, grad_norm: 7.8065 2021-08-17 06:51:08,688 - mmaction - INFO - Epoch [14][1920/3520] lr: 5.000e-03, eta: 21:24:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5354, loss_cls: 3.1933, loss: 3.1933, grad_norm: 8.0462 2021-08-17 06:51:20,213 - mmaction - INFO - Epoch [14][1940/3520] lr: 5.000e-03, eta: 21:24:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.2164, loss: 3.2164, grad_norm: 8.0761 2021-08-17 06:51:31,819 - mmaction - INFO - Epoch [14][1960/3520] lr: 5.000e-03, eta: 21:23:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5479, loss_cls: 3.1903, loss: 3.1903, grad_norm: 7.8681 2021-08-17 06:51:43,352 - mmaction - INFO - Epoch [14][1980/3520] lr: 5.000e-03, eta: 21:23:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5396, loss_cls: 3.1445, loss: 3.1445, grad_norm: 8.1369 2021-08-17 06:51:54,898 - mmaction - INFO - Epoch [14][2000/3520] lr: 5.000e-03, eta: 21:23:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5437, loss_cls: 3.1646, loss: 3.1646, grad_norm: 7.7283 2021-08-17 06:52:06,408 - mmaction - INFO - Epoch [14][2020/3520] lr: 5.000e-03, eta: 21:23:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5563, loss_cls: 3.1324, loss: 3.1324, grad_norm: 7.9701 2021-08-17 06:52:17,933 - mmaction - INFO - Epoch [14][2040/3520] lr: 5.000e-03, eta: 21:22:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5427, loss_cls: 3.1680, loss: 3.1680, grad_norm: 8.0297 2021-08-17 06:52:29,564 - mmaction - INFO - Epoch [14][2060/3520] lr: 5.000e-03, eta: 21:22:45, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5583, loss_cls: 3.1032, loss: 3.1032, grad_norm: 7.6674 2021-08-17 06:52:41,063 - mmaction - INFO - Epoch [14][2080/3520] lr: 5.000e-03, eta: 21:22:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5635, loss_cls: 3.1410, loss: 3.1410, grad_norm: 7.7205 2021-08-17 06:52:52,655 - mmaction - INFO - Epoch [14][2100/3520] lr: 5.000e-03, eta: 21:22:19, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5573, loss_cls: 3.0804, loss: 3.0804, grad_norm: 7.8329 2021-08-17 06:53:04,135 - mmaction - INFO - Epoch [14][2120/3520] lr: 5.000e-03, eta: 21:22:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5646, loss_cls: 3.1396, loss: 3.1396, grad_norm: 7.9769 2021-08-17 06:53:15,704 - mmaction - INFO - Epoch [14][2140/3520] lr: 5.000e-03, eta: 21:21:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5396, loss_cls: 3.1489, loss: 3.1489, grad_norm: 7.7807 2021-08-17 06:53:27,238 - mmaction - INFO - Epoch [14][2160/3520] lr: 5.000e-03, eta: 21:21:39, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5458, loss_cls: 3.1583, loss: 3.1583, grad_norm: 8.0211 2021-08-17 06:53:38,785 - mmaction - INFO - Epoch [14][2180/3520] lr: 5.000e-03, eta: 21:21:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5344, loss_cls: 3.1422, loss: 3.1422, grad_norm: 7.8111 2021-08-17 06:53:50,356 - mmaction - INFO - Epoch [14][2200/3520] lr: 5.000e-03, eta: 21:21:13, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.2250, loss: 3.2250, grad_norm: 7.9448 2021-08-17 06:54:01,954 - mmaction - INFO - Epoch [14][2220/3520] lr: 5.000e-03, eta: 21:21:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5146, loss_cls: 3.2265, loss: 3.2265, grad_norm: 7.8221 2021-08-17 06:54:13,583 - mmaction - INFO - Epoch [14][2240/3520] lr: 5.000e-03, eta: 21:20:47, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5583, loss_cls: 3.1689, loss: 3.1689, grad_norm: 7.6916 2021-08-17 06:54:25,211 - mmaction - INFO - Epoch [14][2260/3520] lr: 5.000e-03, eta: 21:20:34, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5406, loss_cls: 3.0909, loss: 3.0909, grad_norm: 7.8116 2021-08-17 06:54:36,792 - mmaction - INFO - Epoch [14][2280/3520] lr: 5.000e-03, eta: 21:20:20, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5906, loss_cls: 3.0739, loss: 3.0739, grad_norm: 8.0564 2021-08-17 06:54:48,378 - mmaction - INFO - Epoch [14][2300/3520] lr: 5.000e-03, eta: 21:20:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5510, loss_cls: 3.0606, loss: 3.0606, grad_norm: 7.9142 2021-08-17 06:54:59,846 - mmaction - INFO - Epoch [14][2320/3520] lr: 5.000e-03, eta: 21:19:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5521, loss_cls: 3.0975, loss: 3.0975, grad_norm: 7.8317 2021-08-17 06:55:11,451 - mmaction - INFO - Epoch [14][2340/3520] lr: 5.000e-03, eta: 21:19:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5260, loss_cls: 3.1884, loss: 3.1884, grad_norm: 7.9613 2021-08-17 06:55:22,978 - mmaction - INFO - Epoch [14][2360/3520] lr: 5.000e-03, eta: 21:19:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5646, loss_cls: 3.1488, loss: 3.1488, grad_norm: 8.0873 2021-08-17 06:55:34,549 - mmaction - INFO - Epoch [14][2380/3520] lr: 5.000e-03, eta: 21:19:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5062, loss_cls: 3.2909, loss: 3.2909, grad_norm: 8.1772 2021-08-17 06:55:46,099 - mmaction - INFO - Epoch [14][2400/3520] lr: 5.000e-03, eta: 21:19:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5635, loss_cls: 3.1367, loss: 3.1367, grad_norm: 8.0183 2021-08-17 06:55:57,638 - mmaction - INFO - Epoch [14][2420/3520] lr: 5.000e-03, eta: 21:18:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5271, loss_cls: 3.2143, loss: 3.2143, grad_norm: 7.8684 2021-08-17 06:56:09,233 - mmaction - INFO - Epoch [14][2440/3520] lr: 5.000e-03, eta: 21:18:35, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5635, loss_cls: 3.1922, loss: 3.1922, grad_norm: 7.9659 2021-08-17 06:56:20,793 - mmaction - INFO - Epoch [14][2460/3520] lr: 5.000e-03, eta: 21:18:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5302, loss_cls: 3.1852, loss: 3.1852, grad_norm: 8.0151 2021-08-17 06:56:32,326 - mmaction - INFO - Epoch [14][2480/3520] lr: 5.000e-03, eta: 21:18:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5531, loss_cls: 3.2372, loss: 3.2372, grad_norm: 8.0976 2021-08-17 06:56:43,891 - mmaction - INFO - Epoch [14][2500/3520] lr: 5.000e-03, eta: 21:17:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5365, loss_cls: 3.2696, loss: 3.2696, grad_norm: 8.1836 2021-08-17 06:56:55,506 - mmaction - INFO - Epoch [14][2520/3520] lr: 5.000e-03, eta: 21:17:42, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5469, loss_cls: 3.1504, loss: 3.1504, grad_norm: 7.7388 2021-08-17 06:57:07,109 - mmaction - INFO - Epoch [14][2540/3520] lr: 5.000e-03, eta: 21:17:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5521, loss_cls: 3.0945, loss: 3.0945, grad_norm: 7.7824 2021-08-17 06:57:18,684 - mmaction - INFO - Epoch [14][2560/3520] lr: 5.000e-03, eta: 21:17:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5271, loss_cls: 3.2383, loss: 3.2383, grad_norm: 7.6795 2021-08-17 06:57:30,244 - mmaction - INFO - Epoch [14][2580/3520] lr: 5.000e-03, eta: 21:17:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5469, loss_cls: 3.1109, loss: 3.1109, grad_norm: 7.8385 2021-08-17 06:57:41,813 - mmaction - INFO - Epoch [14][2600/3520] lr: 5.000e-03, eta: 21:16:50, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5208, loss_cls: 3.2260, loss: 3.2260, grad_norm: 8.4576 2021-08-17 06:57:53,402 - mmaction - INFO - Epoch [14][2620/3520] lr: 5.000e-03, eta: 21:16:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5427, loss_cls: 3.1497, loss: 3.1497, grad_norm: 8.0113 2021-08-17 06:58:05,013 - mmaction - INFO - Epoch [14][2640/3520] lr: 5.000e-03, eta: 21:16:23, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5573, loss_cls: 3.1239, loss: 3.1239, grad_norm: 7.3974 2021-08-17 06:58:16,669 - mmaction - INFO - Epoch [14][2660/3520] lr: 5.000e-03, eta: 21:16:10, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5552, loss_cls: 3.0920, loss: 3.0920, grad_norm: 8.1341 2021-08-17 06:58:28,179 - mmaction - INFO - Epoch [14][2680/3520] lr: 5.000e-03, eta: 21:15:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5490, loss_cls: 3.1548, loss: 3.1548, grad_norm: 7.9232 2021-08-17 06:58:39,750 - mmaction - INFO - Epoch [14][2700/3520] lr: 5.000e-03, eta: 21:15:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5687, loss_cls: 3.0473, loss: 3.0473, grad_norm: 7.8328 2021-08-17 06:58:51,301 - mmaction - INFO - Epoch [14][2720/3520] lr: 5.000e-03, eta: 21:15:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5510, loss_cls: 3.1113, loss: 3.1113, grad_norm: 8.2055 2021-08-17 06:59:02,841 - mmaction - INFO - Epoch [14][2740/3520] lr: 5.000e-03, eta: 21:15:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5635, loss_cls: 3.1186, loss: 3.1186, grad_norm: 8.1562 2021-08-17 06:59:14,404 - mmaction - INFO - Epoch [14][2760/3520] lr: 5.000e-03, eta: 21:15:04, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.1288, loss: 3.1288, grad_norm: 8.0323 2021-08-17 06:59:25,941 - mmaction - INFO - Epoch [14][2780/3520] lr: 5.000e-03, eta: 21:14:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5604, loss_cls: 3.0952, loss: 3.0952, grad_norm: 7.7153 2021-08-17 06:59:37,492 - mmaction - INFO - Epoch [14][2800/3520] lr: 5.000e-03, eta: 21:14:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5656, loss_cls: 3.0849, loss: 3.0849, grad_norm: 7.8165 2021-08-17 06:59:48,999 - mmaction - INFO - Epoch [14][2820/3520] lr: 5.000e-03, eta: 21:14:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.1441, loss: 3.1441, grad_norm: 7.8014 2021-08-17 07:00:00,560 - mmaction - INFO - Epoch [14][2840/3520] lr: 5.000e-03, eta: 21:14:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5542, loss_cls: 3.0239, loss: 3.0239, grad_norm: 7.5468 2021-08-17 07:00:12,030 - mmaction - INFO - Epoch [14][2860/3520] lr: 5.000e-03, eta: 21:13:58, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5531, loss_cls: 3.1571, loss: 3.1571, grad_norm: 8.0299 2021-08-17 07:00:23,600 - mmaction - INFO - Epoch [14][2880/3520] lr: 5.000e-03, eta: 21:13:45, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5302, loss_cls: 3.2427, loss: 3.2427, grad_norm: 8.0150 2021-08-17 07:00:35,081 - mmaction - INFO - Epoch [14][2900/3520] lr: 5.000e-03, eta: 21:13:32, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.3104, top5_acc: 0.5719, loss_cls: 2.9567, loss: 2.9567, grad_norm: 7.6534 2021-08-17 07:00:46,683 - mmaction - INFO - Epoch [14][2920/3520] lr: 5.000e-03, eta: 21:13:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5073, loss_cls: 3.2124, loss: 3.2124, grad_norm: 7.9937 2021-08-17 07:00:58,204 - mmaction - INFO - Epoch [14][2940/3520] lr: 5.000e-03, eta: 21:13:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5479, loss_cls: 3.0933, loss: 3.0933, grad_norm: 7.8818 2021-08-17 07:01:09,777 - mmaction - INFO - Epoch [14][2960/3520] lr: 5.000e-03, eta: 21:12:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5531, loss_cls: 3.1531, loss: 3.1531, grad_norm: 7.7617 2021-08-17 07:01:21,305 - mmaction - INFO - Epoch [14][2980/3520] lr: 5.000e-03, eta: 21:12:39, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5427, loss_cls: 3.0768, loss: 3.0768, grad_norm: 7.8882 2021-08-17 07:01:32,900 - mmaction - INFO - Epoch [14][3000/3520] lr: 5.000e-03, eta: 21:12:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5385, loss_cls: 3.1834, loss: 3.1834, grad_norm: 7.8950 2021-08-17 07:01:44,526 - mmaction - INFO - Epoch [14][3020/3520] lr: 5.000e-03, eta: 21:12:13, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5667, loss_cls: 3.0551, loss: 3.0551, grad_norm: 7.8756 2021-08-17 07:01:56,111 - mmaction - INFO - Epoch [14][3040/3520] lr: 5.000e-03, eta: 21:12:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5719, loss_cls: 3.1403, loss: 3.1403, grad_norm: 8.2197 2021-08-17 07:02:07,712 - mmaction - INFO - Epoch [14][3060/3520] lr: 5.000e-03, eta: 21:11:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5406, loss_cls: 3.1669, loss: 3.1669, grad_norm: 8.0890 2021-08-17 07:02:19,265 - mmaction - INFO - Epoch [14][3080/3520] lr: 5.000e-03, eta: 21:11:34, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5552, loss_cls: 3.1005, loss: 3.1005, grad_norm: 7.8523 2021-08-17 07:02:30,812 - mmaction - INFO - Epoch [14][3100/3520] lr: 5.000e-03, eta: 21:11:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5458, loss_cls: 3.1341, loss: 3.1341, grad_norm: 7.7971 2021-08-17 07:02:42,453 - mmaction - INFO - Epoch [14][3120/3520] lr: 5.000e-03, eta: 21:11:08, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5437, loss_cls: 3.1722, loss: 3.1722, grad_norm: 8.2468 2021-08-17 07:02:54,061 - mmaction - INFO - Epoch [14][3140/3520] lr: 5.000e-03, eta: 21:10:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5677, loss_cls: 3.0816, loss: 3.0816, grad_norm: 7.9818 2021-08-17 07:03:05,583 - mmaction - INFO - Epoch [14][3160/3520] lr: 5.000e-03, eta: 21:10:41, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5500, loss_cls: 3.1567, loss: 3.1567, grad_norm: 7.9246 2021-08-17 07:03:17,201 - mmaction - INFO - Epoch [14][3180/3520] lr: 5.000e-03, eta: 21:10:28, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5406, loss_cls: 3.1963, loss: 3.1963, grad_norm: 7.8670 2021-08-17 07:03:28,781 - mmaction - INFO - Epoch [14][3200/3520] lr: 5.000e-03, eta: 21:10:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5542, loss_cls: 3.1442, loss: 3.1442, grad_norm: 7.8958 2021-08-17 07:03:40,434 - mmaction - INFO - Epoch [14][3220/3520] lr: 5.000e-03, eta: 21:10:02, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5177, loss_cls: 3.3119, loss: 3.3119, grad_norm: 7.9848 2021-08-17 07:03:52,068 - mmaction - INFO - Epoch [14][3240/3520] lr: 5.000e-03, eta: 21:09:49, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5250, loss_cls: 3.2076, loss: 3.2076, grad_norm: 8.2429 2021-08-17 07:04:03,620 - mmaction - INFO - Epoch [14][3260/3520] lr: 5.000e-03, eta: 21:09:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5542, loss_cls: 3.0979, loss: 3.0979, grad_norm: 7.8946 2021-08-17 07:04:15,286 - mmaction - INFO - Epoch [14][3280/3520] lr: 5.000e-03, eta: 21:09:23, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5437, loss_cls: 3.1237, loss: 3.1237, grad_norm: 7.6183 2021-08-17 07:04:27,021 - mmaction - INFO - Epoch [14][3300/3520] lr: 5.000e-03, eta: 21:09:11, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5427, loss_cls: 3.1592, loss: 3.1592, grad_norm: 7.6358 2021-08-17 07:04:38,541 - mmaction - INFO - Epoch [14][3320/3520] lr: 5.000e-03, eta: 21:08:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5531, loss_cls: 3.1399, loss: 3.1399, grad_norm: 7.7474 2021-08-17 07:04:50,093 - mmaction - INFO - Epoch [14][3340/3520] lr: 5.000e-03, eta: 21:08:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5448, loss_cls: 3.2039, loss: 3.2039, grad_norm: 7.7782 2021-08-17 07:05:01,554 - mmaction - INFO - Epoch [14][3360/3520] lr: 5.000e-03, eta: 21:08:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5646, loss_cls: 3.1310, loss: 3.1310, grad_norm: 7.6584 2021-08-17 07:05:13,167 - mmaction - INFO - Epoch [14][3380/3520] lr: 5.000e-03, eta: 21:08:18, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5583, loss_cls: 3.1750, loss: 3.1750, grad_norm: 7.8767 2021-08-17 07:05:24,811 - mmaction - INFO - Epoch [14][3400/3520] lr: 5.000e-03, eta: 21:08:05, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5375, loss_cls: 3.1741, loss: 3.1741, grad_norm: 7.9299 2021-08-17 07:05:36,344 - mmaction - INFO - Epoch [14][3420/3520] lr: 5.000e-03, eta: 21:07:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5490, loss_cls: 3.1281, loss: 3.1281, grad_norm: 7.7956 2021-08-17 07:05:47,895 - mmaction - INFO - Epoch [14][3440/3520] lr: 5.000e-03, eta: 21:07:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5292, loss_cls: 3.2250, loss: 3.2250, grad_norm: 7.7825 2021-08-17 07:05:59,540 - mmaction - INFO - Epoch [14][3460/3520] lr: 5.000e-03, eta: 21:07:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5365, loss_cls: 3.1631, loss: 3.1631, grad_norm: 7.8399 2021-08-17 07:06:11,165 - mmaction - INFO - Epoch [14][3480/3520] lr: 5.000e-03, eta: 21:07:13, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5521, loss_cls: 3.2235, loss: 3.2235, grad_norm: 7.9964 2021-08-17 07:06:22,690 - mmaction - INFO - Epoch [14][3500/3520] lr: 5.000e-03, eta: 21:07:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5687, loss_cls: 3.0352, loss: 3.0352, grad_norm: 7.3654 2021-08-17 07:06:33,825 - mmaction - INFO - Epoch [14][3520/3520] lr: 5.000e-03, eta: 21:06:45, time: 0.557, data_time: 0.001, memory: 8335, top1_acc: 0.2511, top5_acc: 0.5109, loss_cls: 3.3166, loss: 3.3166, grad_norm: 8.1624 2021-08-17 07:06:35,561 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-08-17 07:07:53,052 - mmaction - INFO - Epoch [15][20/3520] lr: 5.000e-03, eta: 21:09:20, time: 3.842, data_time: 3.266, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5885, loss_cls: 3.0532, loss: 3.0532, grad_norm: 7.9128 2021-08-17 07:08:04,570 - mmaction - INFO - Epoch [15][40/3520] lr: 5.000e-03, eta: 21:09:07, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5417, loss_cls: 3.2039, loss: 3.2039, grad_norm: 7.8809 2021-08-17 07:08:16,040 - mmaction - INFO - Epoch [15][60/3520] lr: 5.000e-03, eta: 21:08:53, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5823, loss_cls: 3.0292, loss: 3.0292, grad_norm: 7.7641 2021-08-17 07:08:27,558 - mmaction - INFO - Epoch [15][80/3520] lr: 5.000e-03, eta: 21:08:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5771, loss_cls: 3.0627, loss: 3.0627, grad_norm: 7.9785 2021-08-17 07:08:39,042 - mmaction - INFO - Epoch [15][100/3520] lr: 5.000e-03, eta: 21:08:27, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.1877, loss: 3.1877, grad_norm: 7.9225 2021-08-17 07:08:50,596 - mmaction - INFO - Epoch [15][120/3520] lr: 5.000e-03, eta: 21:08:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5594, loss_cls: 3.1184, loss: 3.1184, grad_norm: 7.8802 2021-08-17 07:09:02,121 - mmaction - INFO - Epoch [15][140/3520] lr: 5.000e-03, eta: 21:08:00, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.0232, loss: 3.0232, grad_norm: 7.9257 2021-08-17 07:09:13,717 - mmaction - INFO - Epoch [15][160/3520] lr: 5.000e-03, eta: 21:07:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5667, loss_cls: 3.0702, loss: 3.0702, grad_norm: 7.8830 2021-08-17 07:09:25,314 - mmaction - INFO - Epoch [15][180/3520] lr: 5.000e-03, eta: 21:07:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5490, loss_cls: 3.1440, loss: 3.1440, grad_norm: 7.9184 2021-08-17 07:09:36,837 - mmaction - INFO - Epoch [15][200/3520] lr: 5.000e-03, eta: 21:07:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5823, loss_cls: 3.0646, loss: 3.0646, grad_norm: 8.0925 2021-08-17 07:09:48,362 - mmaction - INFO - Epoch [15][220/3520] lr: 5.000e-03, eta: 21:07:07, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5479, loss_cls: 3.1092, loss: 3.1092, grad_norm: 7.7499 2021-08-17 07:09:59,895 - mmaction - INFO - Epoch [15][240/3520] lr: 5.000e-03, eta: 21:06:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5510, loss_cls: 3.1551, loss: 3.1551, grad_norm: 7.7561 2021-08-17 07:10:11,369 - mmaction - INFO - Epoch [15][260/3520] lr: 5.000e-03, eta: 21:06:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5760, loss_cls: 3.0006, loss: 3.0006, grad_norm: 7.7269 2021-08-17 07:10:22,842 - mmaction - INFO - Epoch [15][280/3520] lr: 5.000e-03, eta: 21:06:27, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5687, loss_cls: 3.0431, loss: 3.0431, grad_norm: 7.7180 2021-08-17 07:10:34,373 - mmaction - INFO - Epoch [15][300/3520] lr: 5.000e-03, eta: 21:06:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5865, loss_cls: 2.9913, loss: 2.9913, grad_norm: 7.9032 2021-08-17 07:10:45,924 - mmaction - INFO - Epoch [15][320/3520] lr: 5.000e-03, eta: 21:06:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5406, loss_cls: 3.1939, loss: 3.1939, grad_norm: 8.2760 2021-08-17 07:10:57,477 - mmaction - INFO - Epoch [15][340/3520] lr: 5.000e-03, eta: 21:05:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5750, loss_cls: 3.0456, loss: 3.0456, grad_norm: 8.2835 2021-08-17 07:11:09,005 - mmaction - INFO - Epoch [15][360/3520] lr: 5.000e-03, eta: 21:05:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5552, loss_cls: 3.0723, loss: 3.0723, grad_norm: 7.7958 2021-08-17 07:11:20,594 - mmaction - INFO - Epoch [15][380/3520] lr: 5.000e-03, eta: 21:05:21, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5740, loss_cls: 3.0281, loss: 3.0281, grad_norm: 7.7873 2021-08-17 07:11:32,260 - mmaction - INFO - Epoch [15][400/3520] lr: 5.000e-03, eta: 21:05:08, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5708, loss_cls: 3.1212, loss: 3.1212, grad_norm: 7.7852 2021-08-17 07:11:43,826 - mmaction - INFO - Epoch [15][420/3520] lr: 5.000e-03, eta: 21:04:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5875, loss_cls: 3.0227, loss: 3.0227, grad_norm: 7.8122 2021-08-17 07:11:55,394 - mmaction - INFO - Epoch [15][440/3520] lr: 5.000e-03, eta: 21:04:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5729, loss_cls: 3.0516, loss: 3.0516, grad_norm: 8.0200 2021-08-17 07:12:06,936 - mmaction - INFO - Epoch [15][460/3520] lr: 5.000e-03, eta: 21:04:29, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5469, loss_cls: 3.1561, loss: 3.1561, grad_norm: 8.0441 2021-08-17 07:12:18,427 - mmaction - INFO - Epoch [15][480/3520] lr: 5.000e-03, eta: 21:04:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5927, loss_cls: 2.9757, loss: 2.9757, grad_norm: 7.7949 2021-08-17 07:12:29,988 - mmaction - INFO - Epoch [15][500/3520] lr: 5.000e-03, eta: 21:04:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5563, loss_cls: 3.0926, loss: 3.0926, grad_norm: 7.8842 2021-08-17 07:12:41,533 - mmaction - INFO - Epoch [15][520/3520] lr: 5.000e-03, eta: 21:03:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5708, loss_cls: 3.0109, loss: 3.0109, grad_norm: 8.0172 2021-08-17 07:12:53,071 - mmaction - INFO - Epoch [15][540/3520] lr: 5.000e-03, eta: 21:03:36, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5510, loss_cls: 3.1666, loss: 3.1666, grad_norm: 8.1129 2021-08-17 07:13:04,658 - mmaction - INFO - Epoch [15][560/3520] lr: 5.000e-03, eta: 21:03:23, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5823, loss_cls: 3.0154, loss: 3.0154, grad_norm: 7.6589 2021-08-17 07:13:16,305 - mmaction - INFO - Epoch [15][580/3520] lr: 5.000e-03, eta: 21:03:10, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5417, loss_cls: 3.1627, loss: 3.1627, grad_norm: 8.0336 2021-08-17 07:13:27,869 - mmaction - INFO - Epoch [15][600/3520] lr: 5.000e-03, eta: 21:02:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5094, loss_cls: 3.2021, loss: 3.2021, grad_norm: 8.4098 2021-08-17 07:13:39,448 - mmaction - INFO - Epoch [15][620/3520] lr: 5.000e-03, eta: 21:02:43, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5604, loss_cls: 3.0693, loss: 3.0693, grad_norm: 8.1412 2021-08-17 07:13:51,017 - mmaction - INFO - Epoch [15][640/3520] lr: 5.000e-03, eta: 21:02:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5521, loss_cls: 3.1475, loss: 3.1475, grad_norm: 7.8672 2021-08-17 07:14:02,588 - mmaction - INFO - Epoch [15][660/3520] lr: 5.000e-03, eta: 21:02:17, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5365, loss_cls: 3.1002, loss: 3.1002, grad_norm: 7.8649 2021-08-17 07:14:14,171 - mmaction - INFO - Epoch [15][680/3520] lr: 5.000e-03, eta: 21:02:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5406, loss_cls: 3.1756, loss: 3.1756, grad_norm: 7.9501 2021-08-17 07:14:25,719 - mmaction - INFO - Epoch [15][700/3520] lr: 5.000e-03, eta: 21:01:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5552, loss_cls: 3.1443, loss: 3.1443, grad_norm: 7.9634 2021-08-17 07:14:37,273 - mmaction - INFO - Epoch [15][720/3520] lr: 5.000e-03, eta: 21:01:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5625, loss_cls: 3.0459, loss: 3.0459, grad_norm: 7.8185 2021-08-17 07:14:48,886 - mmaction - INFO - Epoch [15][740/3520] lr: 5.000e-03, eta: 21:01:25, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.1701, loss: 3.1701, grad_norm: 7.8883 2021-08-17 07:15:00,490 - mmaction - INFO - Epoch [15][760/3520] lr: 5.000e-03, eta: 21:01:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5479, loss_cls: 3.0838, loss: 3.0838, grad_norm: 8.0875 2021-08-17 07:15:12,096 - mmaction - INFO - Epoch [15][780/3520] lr: 5.000e-03, eta: 21:00:59, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5646, loss_cls: 3.1142, loss: 3.1142, grad_norm: 8.0530 2021-08-17 07:15:23,600 - mmaction - INFO - Epoch [15][800/3520] lr: 5.000e-03, eta: 21:00:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.1297, loss: 3.1297, grad_norm: 7.9565 2021-08-17 07:15:35,131 - mmaction - INFO - Epoch [15][820/3520] lr: 5.000e-03, eta: 21:00:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5698, loss_cls: 3.0201, loss: 3.0201, grad_norm: 7.7697 2021-08-17 07:15:46,753 - mmaction - INFO - Epoch [15][840/3520] lr: 5.000e-03, eta: 21:00:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5437, loss_cls: 3.1230, loss: 3.1230, grad_norm: 8.1189 2021-08-17 07:15:58,317 - mmaction - INFO - Epoch [15][860/3520] lr: 5.000e-03, eta: 21:00:06, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5479, loss_cls: 3.1672, loss: 3.1672, grad_norm: 8.0033 2021-08-17 07:16:09,917 - mmaction - INFO - Epoch [15][880/3520] lr: 5.000e-03, eta: 20:59:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.0888, loss: 3.0888, grad_norm: 7.5844 2021-08-17 07:16:21,451 - mmaction - INFO - Epoch [15][900/3520] lr: 5.000e-03, eta: 20:59:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.0824, loss: 3.0824, grad_norm: 7.8317 2021-08-17 07:16:33,013 - mmaction - INFO - Epoch [15][920/3520] lr: 5.000e-03, eta: 20:59:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5177, loss_cls: 3.2296, loss: 3.2296, grad_norm: 7.6836 2021-08-17 07:16:44,533 - mmaction - INFO - Epoch [15][940/3520] lr: 5.000e-03, eta: 20:59:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5656, loss_cls: 3.1033, loss: 3.1033, grad_norm: 8.0408 2021-08-17 07:16:56,200 - mmaction - INFO - Epoch [15][960/3520] lr: 5.000e-03, eta: 20:59:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5146, loss_cls: 3.2660, loss: 3.2660, grad_norm: 8.0585 2021-08-17 07:17:07,706 - mmaction - INFO - Epoch [15][980/3520] lr: 5.000e-03, eta: 20:58:47, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5479, loss_cls: 3.1673, loss: 3.1673, grad_norm: 8.0450 2021-08-17 07:17:19,212 - mmaction - INFO - Epoch [15][1000/3520] lr: 5.000e-03, eta: 20:58:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3073, top5_acc: 0.5687, loss_cls: 3.0494, loss: 3.0494, grad_norm: 7.9910 2021-08-17 07:17:30,733 - mmaction - INFO - Epoch [15][1020/3520] lr: 5.000e-03, eta: 20:58:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5615, loss_cls: 3.1529, loss: 3.1529, grad_norm: 8.2060 2021-08-17 07:17:42,346 - mmaction - INFO - Epoch [15][1040/3520] lr: 5.000e-03, eta: 20:58:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5677, loss_cls: 3.0493, loss: 3.0493, grad_norm: 8.1111 2021-08-17 07:17:53,924 - mmaction - INFO - Epoch [15][1060/3520] lr: 5.000e-03, eta: 20:57:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5740, loss_cls: 3.0715, loss: 3.0715, grad_norm: 8.1473 2021-08-17 07:18:05,521 - mmaction - INFO - Epoch [15][1080/3520] lr: 5.000e-03, eta: 20:57:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5552, loss_cls: 3.1174, loss: 3.1174, grad_norm: 7.9951 2021-08-17 07:18:16,985 - mmaction - INFO - Epoch [15][1100/3520] lr: 5.000e-03, eta: 20:57:28, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5510, loss_cls: 3.1374, loss: 3.1374, grad_norm: 7.9446 2021-08-17 07:18:28,581 - mmaction - INFO - Epoch [15][1120/3520] lr: 5.000e-03, eta: 20:57:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5490, loss_cls: 3.1344, loss: 3.1344, grad_norm: 7.9420 2021-08-17 07:18:40,070 - mmaction - INFO - Epoch [15][1140/3520] lr: 5.000e-03, eta: 20:57:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5583, loss_cls: 3.1447, loss: 3.1447, grad_norm: 7.9168 2021-08-17 07:18:51,612 - mmaction - INFO - Epoch [15][1160/3520] lr: 5.000e-03, eta: 20:56:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.1175, loss: 3.1175, grad_norm: 7.8859 2021-08-17 07:19:03,164 - mmaction - INFO - Epoch [15][1180/3520] lr: 5.000e-03, eta: 20:56:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5708, loss_cls: 3.1168, loss: 3.1168, grad_norm: 7.9234 2021-08-17 07:19:14,718 - mmaction - INFO - Epoch [15][1200/3520] lr: 5.000e-03, eta: 20:56:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5385, loss_cls: 3.1290, loss: 3.1290, grad_norm: 8.0957 2021-08-17 07:19:26,251 - mmaction - INFO - Epoch [15][1220/3520] lr: 5.000e-03, eta: 20:56:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5604, loss_cls: 3.0950, loss: 3.0950, grad_norm: 7.8644 2021-08-17 07:19:37,749 - mmaction - INFO - Epoch [15][1240/3520] lr: 5.000e-03, eta: 20:55:56, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5802, loss_cls: 3.1571, loss: 3.1571, grad_norm: 8.0173 2021-08-17 07:19:49,376 - mmaction - INFO - Epoch [15][1260/3520] lr: 5.000e-03, eta: 20:55:43, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5271, loss_cls: 3.2530, loss: 3.2530, grad_norm: 8.1966 2021-08-17 07:20:00,904 - mmaction - INFO - Epoch [15][1280/3520] lr: 5.000e-03, eta: 20:55:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5792, loss_cls: 3.0145, loss: 3.0145, grad_norm: 7.5686 2021-08-17 07:20:12,426 - mmaction - INFO - Epoch [15][1300/3520] lr: 5.000e-03, eta: 20:55:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5292, loss_cls: 3.1948, loss: 3.1948, grad_norm: 8.1769 2021-08-17 07:20:24,009 - mmaction - INFO - Epoch [15][1320/3520] lr: 5.000e-03, eta: 20:55:03, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5656, loss_cls: 3.0865, loss: 3.0865, grad_norm: 7.9639 2021-08-17 07:20:35,543 - mmaction - INFO - Epoch [15][1340/3520] lr: 5.000e-03, eta: 20:54:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5583, loss_cls: 3.0558, loss: 3.0558, grad_norm: 7.7558 2021-08-17 07:20:47,089 - mmaction - INFO - Epoch [15][1360/3520] lr: 5.000e-03, eta: 20:54:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5479, loss_cls: 3.1341, loss: 3.1341, grad_norm: 7.9269 2021-08-17 07:20:58,681 - mmaction - INFO - Epoch [15][1380/3520] lr: 5.000e-03, eta: 20:54:24, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5500, loss_cls: 3.1055, loss: 3.1055, grad_norm: 8.0215 2021-08-17 07:21:10,255 - mmaction - INFO - Epoch [15][1400/3520] lr: 5.000e-03, eta: 20:54:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5344, loss_cls: 3.2001, loss: 3.2001, grad_norm: 8.1004 2021-08-17 07:21:21,766 - mmaction - INFO - Epoch [15][1420/3520] lr: 5.000e-03, eta: 20:53:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5760, loss_cls: 3.0154, loss: 3.0154, grad_norm: 7.9609 2021-08-17 07:21:33,361 - mmaction - INFO - Epoch [15][1440/3520] lr: 5.000e-03, eta: 20:53:44, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5323, loss_cls: 3.2075, loss: 3.2075, grad_norm: 8.1294 2021-08-17 07:21:45,009 - mmaction - INFO - Epoch [15][1460/3520] lr: 5.000e-03, eta: 20:53:31, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5729, loss_cls: 3.0842, loss: 3.0842, grad_norm: 7.8401 2021-08-17 07:21:56,558 - mmaction - INFO - Epoch [15][1480/3520] lr: 5.000e-03, eta: 20:53:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5854, loss_cls: 3.0777, loss: 3.0777, grad_norm: 7.8413 2021-08-17 07:22:08,117 - mmaction - INFO - Epoch [15][1500/3520] lr: 5.000e-03, eta: 20:53:05, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5604, loss_cls: 3.0478, loss: 3.0478, grad_norm: 7.9216 2021-08-17 07:22:19,726 - mmaction - INFO - Epoch [15][1520/3520] lr: 5.000e-03, eta: 20:52:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5698, loss_cls: 3.0754, loss: 3.0754, grad_norm: 8.1171 2021-08-17 07:22:31,308 - mmaction - INFO - Epoch [15][1540/3520] lr: 5.000e-03, eta: 20:52:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5646, loss_cls: 3.0456, loss: 3.0456, grad_norm: 7.9071 2021-08-17 07:22:42,870 - mmaction - INFO - Epoch [15][1560/3520] lr: 5.000e-03, eta: 20:52:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5437, loss_cls: 3.1824, loss: 3.1824, grad_norm: 7.9950 2021-08-17 07:22:54,486 - mmaction - INFO - Epoch [15][1580/3520] lr: 5.000e-03, eta: 20:52:13, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5563, loss_cls: 3.1023, loss: 3.1023, grad_norm: 7.9627 2021-08-17 07:23:06,008 - mmaction - INFO - Epoch [15][1600/3520] lr: 5.000e-03, eta: 20:52:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5396, loss_cls: 3.1073, loss: 3.1073, grad_norm: 7.8775 2021-08-17 07:23:17,542 - mmaction - INFO - Epoch [15][1620/3520] lr: 5.000e-03, eta: 20:51:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.1933, loss: 3.1933, grad_norm: 7.8413 2021-08-17 07:23:29,089 - mmaction - INFO - Epoch [15][1640/3520] lr: 5.000e-03, eta: 20:51:34, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5792, loss_cls: 3.0367, loss: 3.0367, grad_norm: 7.8595 2021-08-17 07:23:40,719 - mmaction - INFO - Epoch [15][1660/3520] lr: 5.000e-03, eta: 20:51:21, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5427, loss_cls: 3.1472, loss: 3.1472, grad_norm: 7.9892 2021-08-17 07:23:52,257 - mmaction - INFO - Epoch [15][1680/3520] lr: 5.000e-03, eta: 20:51:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5677, loss_cls: 3.0458, loss: 3.0458, grad_norm: 7.9507 2021-08-17 07:24:03,772 - mmaction - INFO - Epoch [15][1700/3520] lr: 5.000e-03, eta: 20:50:54, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5625, loss_cls: 3.1463, loss: 3.1463, grad_norm: 7.8625 2021-08-17 07:24:15,306 - mmaction - INFO - Epoch [15][1720/3520] lr: 5.000e-03, eta: 20:50:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5552, loss_cls: 3.1273, loss: 3.1273, grad_norm: 8.3191 2021-08-17 07:24:26,843 - mmaction - INFO - Epoch [15][1740/3520] lr: 5.000e-03, eta: 20:50:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5594, loss_cls: 3.1490, loss: 3.1490, grad_norm: 7.7133 2021-08-17 07:24:38,377 - mmaction - INFO - Epoch [15][1760/3520] lr: 5.000e-03, eta: 20:50:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5687, loss_cls: 3.0389, loss: 3.0389, grad_norm: 7.7433 2021-08-17 07:24:49,878 - mmaction - INFO - Epoch [15][1780/3520] lr: 5.000e-03, eta: 20:50:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5427, loss_cls: 3.1558, loss: 3.1558, grad_norm: 7.5179 2021-08-17 07:25:01,420 - mmaction - INFO - Epoch [15][1800/3520] lr: 5.000e-03, eta: 20:49:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5969, loss_cls: 2.9790, loss: 2.9790, grad_norm: 7.6755 2021-08-17 07:25:12,893 - mmaction - INFO - Epoch [15][1820/3520] lr: 5.000e-03, eta: 20:49:35, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5667, loss_cls: 2.9783, loss: 2.9783, grad_norm: 7.8134 2021-08-17 07:25:24,513 - mmaction - INFO - Epoch [15][1840/3520] lr: 5.000e-03, eta: 20:49:22, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5458, loss_cls: 3.1546, loss: 3.1546, grad_norm: 8.1571 2021-08-17 07:25:36,067 - mmaction - INFO - Epoch [15][1860/3520] lr: 5.000e-03, eta: 20:49:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5500, loss_cls: 3.1109, loss: 3.1109, grad_norm: 8.1092 2021-08-17 07:25:47,599 - mmaction - INFO - Epoch [15][1880/3520] lr: 5.000e-03, eta: 20:48:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5552, loss_cls: 3.0781, loss: 3.0781, grad_norm: 7.7780 2021-08-17 07:25:59,171 - mmaction - INFO - Epoch [15][1900/3520] lr: 5.000e-03, eta: 20:48:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5594, loss_cls: 3.1047, loss: 3.1047, grad_norm: 8.0928 2021-08-17 07:26:10,790 - mmaction - INFO - Epoch [15][1920/3520] lr: 5.000e-03, eta: 20:48:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.2034, loss: 3.2034, grad_norm: 8.2740 2021-08-17 07:26:22,375 - mmaction - INFO - Epoch [15][1940/3520] lr: 5.000e-03, eta: 20:48:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5354, loss_cls: 3.1905, loss: 3.1905, grad_norm: 8.2675 2021-08-17 07:26:33,912 - mmaction - INFO - Epoch [15][1960/3520] lr: 5.000e-03, eta: 20:48:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5573, loss_cls: 3.1092, loss: 3.1092, grad_norm: 7.9144 2021-08-17 07:26:45,495 - mmaction - INFO - Epoch [15][1980/3520] lr: 5.000e-03, eta: 20:47:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5656, loss_cls: 3.0791, loss: 3.0791, grad_norm: 7.9330 2021-08-17 07:26:56,992 - mmaction - INFO - Epoch [15][2000/3520] lr: 5.000e-03, eta: 20:47:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5594, loss_cls: 3.1856, loss: 3.1856, grad_norm: 8.2090 2021-08-17 07:27:08,492 - mmaction - INFO - Epoch [15][2020/3520] lr: 5.000e-03, eta: 20:47:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5813, loss_cls: 3.0689, loss: 3.0689, grad_norm: 7.7220 2021-08-17 07:27:20,099 - mmaction - INFO - Epoch [15][2040/3520] lr: 5.000e-03, eta: 20:47:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5677, loss_cls: 3.0266, loss: 3.0266, grad_norm: 7.9290 2021-08-17 07:27:31,646 - mmaction - INFO - Epoch [15][2060/3520] lr: 5.000e-03, eta: 20:46:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5740, loss_cls: 3.0797, loss: 3.0797, grad_norm: 7.9132 2021-08-17 07:27:43,168 - mmaction - INFO - Epoch [15][2080/3520] lr: 5.000e-03, eta: 20:46:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5687, loss_cls: 3.0867, loss: 3.0867, grad_norm: 7.9179 2021-08-17 07:27:54,751 - mmaction - INFO - Epoch [15][2100/3520] lr: 5.000e-03, eta: 20:46:32, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5396, loss_cls: 3.1896, loss: 3.1896, grad_norm: 8.0837 2021-08-17 07:28:06,245 - mmaction - INFO - Epoch [15][2120/3520] lr: 5.000e-03, eta: 20:46:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5542, loss_cls: 3.0720, loss: 3.0720, grad_norm: 7.9336 2021-08-17 07:28:17,797 - mmaction - INFO - Epoch [15][2140/3520] lr: 5.000e-03, eta: 20:46:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5646, loss_cls: 3.0719, loss: 3.0719, grad_norm: 7.8868 2021-08-17 07:28:29,312 - mmaction - INFO - Epoch [15][2160/3520] lr: 5.000e-03, eta: 20:45:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5531, loss_cls: 3.1568, loss: 3.1568, grad_norm: 7.8782 2021-08-17 07:28:40,808 - mmaction - INFO - Epoch [15][2180/3520] lr: 5.000e-03, eta: 20:45:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5385, loss_cls: 3.1915, loss: 3.1915, grad_norm: 7.5842 2021-08-17 07:28:52,460 - mmaction - INFO - Epoch [15][2200/3520] lr: 5.000e-03, eta: 20:45:26, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5656, loss_cls: 3.0969, loss: 3.0969, grad_norm: 8.1505 2021-08-17 07:29:03,927 - mmaction - INFO - Epoch [15][2220/3520] lr: 5.000e-03, eta: 20:45:13, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5792, loss_cls: 3.0952, loss: 3.0952, grad_norm: 7.9419 2021-08-17 07:29:15,483 - mmaction - INFO - Epoch [15][2240/3520] lr: 5.000e-03, eta: 20:45:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5479, loss_cls: 3.1271, loss: 3.1271, grad_norm: 8.0213 2021-08-17 07:29:26,977 - mmaction - INFO - Epoch [15][2260/3520] lr: 5.000e-03, eta: 20:44:47, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5792, loss_cls: 3.0842, loss: 3.0842, grad_norm: 8.1651 2021-08-17 07:29:38,512 - mmaction - INFO - Epoch [15][2280/3520] lr: 5.000e-03, eta: 20:44:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5302, loss_cls: 3.2182, loss: 3.2182, grad_norm: 8.3399 2021-08-17 07:29:50,027 - mmaction - INFO - Epoch [15][2300/3520] lr: 5.000e-03, eta: 20:44:20, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5490, loss_cls: 3.1357, loss: 3.1357, grad_norm: 8.0220 2021-08-17 07:30:01,574 - mmaction - INFO - Epoch [15][2320/3520] lr: 5.000e-03, eta: 20:44:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5573, loss_cls: 3.1299, loss: 3.1299, grad_norm: 8.1289 2021-08-17 07:30:13,117 - mmaction - INFO - Epoch [15][2340/3520] lr: 5.000e-03, eta: 20:43:54, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.0985, loss: 3.0985, grad_norm: 7.8898 2021-08-17 07:30:24,704 - mmaction - INFO - Epoch [15][2360/3520] lr: 5.000e-03, eta: 20:43:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5552, loss_cls: 3.1434, loss: 3.1434, grad_norm: 8.1653 2021-08-17 07:30:36,226 - mmaction - INFO - Epoch [15][2380/3520] lr: 5.000e-03, eta: 20:43:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5656, loss_cls: 3.0747, loss: 3.0747, grad_norm: 8.0217 2021-08-17 07:30:47,721 - mmaction - INFO - Epoch [15][2400/3520] lr: 5.000e-03, eta: 20:43:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5729, loss_cls: 3.0669, loss: 3.0669, grad_norm: 7.7997 2021-08-17 07:30:59,255 - mmaction - INFO - Epoch [15][2420/3520] lr: 5.000e-03, eta: 20:43:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5323, loss_cls: 3.2376, loss: 3.2376, grad_norm: 8.0413 2021-08-17 07:31:10,850 - mmaction - INFO - Epoch [15][2440/3520] lr: 5.000e-03, eta: 20:42:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5417, loss_cls: 3.1086, loss: 3.1086, grad_norm: 7.9574 2021-08-17 07:31:22,375 - mmaction - INFO - Epoch [15][2460/3520] lr: 5.000e-03, eta: 20:42:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5542, loss_cls: 3.0647, loss: 3.0647, grad_norm: 7.7667 2021-08-17 07:31:33,916 - mmaction - INFO - Epoch [15][2480/3520] lr: 5.000e-03, eta: 20:42:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2448, top5_acc: 0.5344, loss_cls: 3.1935, loss: 3.1935, grad_norm: 8.0240 2021-08-17 07:31:45,554 - mmaction - INFO - Epoch [15][2500/3520] lr: 5.000e-03, eta: 20:42:10, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5813, loss_cls: 3.0444, loss: 3.0444, grad_norm: 7.8183 2021-08-17 07:31:57,171 - mmaction - INFO - Epoch [15][2520/3520] lr: 5.000e-03, eta: 20:41:57, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5615, loss_cls: 3.1175, loss: 3.1175, grad_norm: 7.8555 2021-08-17 07:32:08,727 - mmaction - INFO - Epoch [15][2540/3520] lr: 5.000e-03, eta: 20:41:44, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5552, loss_cls: 3.1991, loss: 3.1991, grad_norm: 7.8669 2021-08-17 07:32:20,350 - mmaction - INFO - Epoch [15][2560/3520] lr: 5.000e-03, eta: 20:41:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5667, loss_cls: 3.0760, loss: 3.0760, grad_norm: 7.9599 2021-08-17 07:32:31,888 - mmaction - INFO - Epoch [15][2580/3520] lr: 5.000e-03, eta: 20:41:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.0518, loss: 3.0518, grad_norm: 7.8131 2021-08-17 07:32:43,502 - mmaction - INFO - Epoch [15][2600/3520] lr: 5.000e-03, eta: 20:41:05, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5656, loss_cls: 3.1043, loss: 3.1043, grad_norm: 7.9606 2021-08-17 07:32:55,045 - mmaction - INFO - Epoch [15][2620/3520] lr: 5.000e-03, eta: 20:40:52, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5760, loss_cls: 3.1128, loss: 3.1128, grad_norm: 8.0797 2021-08-17 07:33:06,544 - mmaction - INFO - Epoch [15][2640/3520] lr: 5.000e-03, eta: 20:40:38, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5573, loss_cls: 3.0977, loss: 3.0977, grad_norm: 7.9415 2021-08-17 07:33:18,039 - mmaction - INFO - Epoch [15][2660/3520] lr: 5.000e-03, eta: 20:40:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5625, loss_cls: 3.0410, loss: 3.0410, grad_norm: 7.7457 2021-08-17 07:33:29,612 - mmaction - INFO - Epoch [15][2680/3520] lr: 5.000e-03, eta: 20:40:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3063, top5_acc: 0.5865, loss_cls: 3.0215, loss: 3.0215, grad_norm: 7.8971 2021-08-17 07:33:41,165 - mmaction - INFO - Epoch [15][2700/3520] lr: 5.000e-03, eta: 20:39:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5573, loss_cls: 3.1037, loss: 3.1037, grad_norm: 8.0537 2021-08-17 07:33:52,792 - mmaction - INFO - Epoch [15][2720/3520] lr: 5.000e-03, eta: 20:39:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5677, loss_cls: 3.1091, loss: 3.1091, grad_norm: 7.9815 2021-08-17 07:34:04,372 - mmaction - INFO - Epoch [15][2740/3520] lr: 5.000e-03, eta: 20:39:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5604, loss_cls: 3.0953, loss: 3.0953, grad_norm: 7.8836 2021-08-17 07:34:15,931 - mmaction - INFO - Epoch [15][2760/3520] lr: 5.000e-03, eta: 20:39:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5740, loss_cls: 3.0802, loss: 3.0802, grad_norm: 8.1364 2021-08-17 07:34:27,442 - mmaction - INFO - Epoch [15][2780/3520] lr: 5.000e-03, eta: 20:39:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5656, loss_cls: 3.0464, loss: 3.0464, grad_norm: 7.8752 2021-08-17 07:34:39,044 - mmaction - INFO - Epoch [15][2800/3520] lr: 5.000e-03, eta: 20:38:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5667, loss_cls: 3.0213, loss: 3.0213, grad_norm: 7.7725 2021-08-17 07:34:50,555 - mmaction - INFO - Epoch [15][2820/3520] lr: 5.000e-03, eta: 20:38:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.0601, loss: 3.0601, grad_norm: 7.8106 2021-08-17 07:35:02,094 - mmaction - INFO - Epoch [15][2840/3520] lr: 5.000e-03, eta: 20:38:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5323, loss_cls: 3.1549, loss: 3.1549, grad_norm: 8.0012 2021-08-17 07:35:13,614 - mmaction - INFO - Epoch [15][2860/3520] lr: 5.000e-03, eta: 20:38:15, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.0229, loss: 3.0229, grad_norm: 7.8359 2021-08-17 07:35:25,257 - mmaction - INFO - Epoch [15][2880/3520] lr: 5.000e-03, eta: 20:38:02, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5521, loss_cls: 3.1247, loss: 3.1247, grad_norm: 7.8172 2021-08-17 07:35:36,790 - mmaction - INFO - Epoch [15][2900/3520] lr: 5.000e-03, eta: 20:37:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5542, loss_cls: 3.1593, loss: 3.1593, grad_norm: 7.7055 2021-08-17 07:35:48,368 - mmaction - INFO - Epoch [15][2920/3520] lr: 5.000e-03, eta: 20:37:36, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5833, loss_cls: 3.0014, loss: 3.0014, grad_norm: 7.8306 2021-08-17 07:35:59,863 - mmaction - INFO - Epoch [15][2940/3520] lr: 5.000e-03, eta: 20:37:23, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5687, loss_cls: 3.0753, loss: 3.0753, grad_norm: 8.1814 2021-08-17 07:36:11,441 - mmaction - INFO - Epoch [15][2960/3520] lr: 5.000e-03, eta: 20:37:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5635, loss_cls: 3.0904, loss: 3.0904, grad_norm: 7.9123 2021-08-17 07:36:22,965 - mmaction - INFO - Epoch [15][2980/3520] lr: 5.000e-03, eta: 20:36:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5823, loss_cls: 3.0601, loss: 3.0601, grad_norm: 7.8620 2021-08-17 07:36:34,534 - mmaction - INFO - Epoch [15][3000/3520] lr: 5.000e-03, eta: 20:36:43, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5708, loss_cls: 3.0323, loss: 3.0323, grad_norm: 8.1157 2021-08-17 07:36:46,110 - mmaction - INFO - Epoch [15][3020/3520] lr: 5.000e-03, eta: 20:36:31, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5583, loss_cls: 3.0873, loss: 3.0873, grad_norm: 8.0602 2021-08-17 07:36:57,642 - mmaction - INFO - Epoch [15][3040/3520] lr: 5.000e-03, eta: 20:36:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5521, loss_cls: 3.1657, loss: 3.1657, grad_norm: 8.0579 2021-08-17 07:37:09,169 - mmaction - INFO - Epoch [15][3060/3520] lr: 5.000e-03, eta: 20:36:04, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5542, loss_cls: 3.1596, loss: 3.1596, grad_norm: 7.7769 2021-08-17 07:37:20,705 - mmaction - INFO - Epoch [15][3080/3520] lr: 5.000e-03, eta: 20:35:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.0445, loss: 3.0445, grad_norm: 7.7971 2021-08-17 07:37:32,274 - mmaction - INFO - Epoch [15][3100/3520] lr: 5.000e-03, eta: 20:35:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5635, loss_cls: 3.1080, loss: 3.1080, grad_norm: 7.6784 2021-08-17 07:37:43,765 - mmaction - INFO - Epoch [15][3120/3520] lr: 5.000e-03, eta: 20:35:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5573, loss_cls: 3.0584, loss: 3.0584, grad_norm: 7.6590 2021-08-17 07:37:55,268 - mmaction - INFO - Epoch [15][3140/3520] lr: 5.000e-03, eta: 20:35:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5177, loss_cls: 3.2279, loss: 3.2279, grad_norm: 7.9137 2021-08-17 07:38:06,829 - mmaction - INFO - Epoch [15][3160/3520] lr: 5.000e-03, eta: 20:34:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5531, loss_cls: 3.1024, loss: 3.1024, grad_norm: 7.9251 2021-08-17 07:38:18,484 - mmaction - INFO - Epoch [15][3180/3520] lr: 5.000e-03, eta: 20:34:46, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.0671, loss: 3.0671, grad_norm: 7.9000 2021-08-17 07:38:29,932 - mmaction - INFO - Epoch [15][3200/3520] lr: 5.000e-03, eta: 20:34:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5458, loss_cls: 3.1471, loss: 3.1471, grad_norm: 8.2746 2021-08-17 07:38:41,519 - mmaction - INFO - Epoch [15][3220/3520] lr: 5.000e-03, eta: 20:34:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5521, loss_cls: 3.0815, loss: 3.0815, grad_norm: 7.9543 2021-08-17 07:38:53,064 - mmaction - INFO - Epoch [15][3240/3520] lr: 5.000e-03, eta: 20:34:07, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5531, loss_cls: 3.1707, loss: 3.1707, grad_norm: 8.0124 2021-08-17 07:39:04,580 - mmaction - INFO - Epoch [15][3260/3520] lr: 5.000e-03, eta: 20:33:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5615, loss_cls: 3.1557, loss: 3.1557, grad_norm: 8.1283 2021-08-17 07:39:16,121 - mmaction - INFO - Epoch [15][3280/3520] lr: 5.000e-03, eta: 20:33:41, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.0532, loss: 3.0532, grad_norm: 7.8916 2021-08-17 07:39:27,653 - mmaction - INFO - Epoch [15][3300/3520] lr: 5.000e-03, eta: 20:33:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5479, loss_cls: 3.1104, loss: 3.1104, grad_norm: 7.8943 2021-08-17 07:39:39,180 - mmaction - INFO - Epoch [15][3320/3520] lr: 5.000e-03, eta: 20:33:15, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5500, loss_cls: 3.1257, loss: 3.1257, grad_norm: 8.0771 2021-08-17 07:39:50,748 - mmaction - INFO - Epoch [15][3340/3520] lr: 5.000e-03, eta: 20:33:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5656, loss_cls: 3.0556, loss: 3.0556, grad_norm: 8.0862 2021-08-17 07:40:02,296 - mmaction - INFO - Epoch [15][3360/3520] lr: 5.000e-03, eta: 20:32:49, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5385, loss_cls: 3.1554, loss: 3.1554, grad_norm: 8.0574 2021-08-17 07:40:13,888 - mmaction - INFO - Epoch [15][3380/3520] lr: 5.000e-03, eta: 20:32:36, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5802, loss_cls: 3.1200, loss: 3.1200, grad_norm: 7.8920 2021-08-17 07:40:25,565 - mmaction - INFO - Epoch [15][3400/3520] lr: 5.000e-03, eta: 20:32:23, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2490, top5_acc: 0.5312, loss_cls: 3.2038, loss: 3.2038, grad_norm: 7.6465 2021-08-17 07:40:37,080 - mmaction - INFO - Epoch [15][3420/3520] lr: 5.000e-03, eta: 20:32:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5521, loss_cls: 3.1092, loss: 3.1092, grad_norm: 7.8073 2021-08-17 07:40:48,652 - mmaction - INFO - Epoch [15][3440/3520] lr: 5.000e-03, eta: 20:31:57, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5625, loss_cls: 3.0589, loss: 3.0589, grad_norm: 7.5410 2021-08-17 07:41:00,223 - mmaction - INFO - Epoch [15][3460/3520] lr: 5.000e-03, eta: 20:31:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5531, loss_cls: 3.0821, loss: 3.0821, grad_norm: 7.8038 2021-08-17 07:41:11,740 - mmaction - INFO - Epoch [15][3480/3520] lr: 5.000e-03, eta: 20:31:31, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5448, loss_cls: 3.1782, loss: 3.1782, grad_norm: 7.8688 2021-08-17 07:41:23,290 - mmaction - INFO - Epoch [15][3500/3520] lr: 5.000e-03, eta: 20:31:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5500, loss_cls: 3.1149, loss: 3.1149, grad_norm: 7.9077 2021-08-17 07:41:34,389 - mmaction - INFO - Epoch [15][3520/3520] lr: 5.000e-03, eta: 20:31:04, time: 0.555, data_time: 0.002, memory: 8335, top1_acc: 0.2728, top5_acc: 0.5457, loss_cls: 3.1513, loss: 3.1513, grad_norm: 7.9128 2021-08-17 07:41:38,766 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-08-17 07:43:08,892 - mmaction - INFO - Epoch [16][20/3520] lr: 5.000e-03, eta: 20:33:52, time: 4.468, data_time: 3.896, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5552, loss_cls: 3.1399, loss: 3.1399, grad_norm: 7.9747 2021-08-17 07:43:20,474 - mmaction - INFO - Epoch [16][40/3520] lr: 5.000e-03, eta: 20:33:39, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5625, loss_cls: 3.1065, loss: 3.1065, grad_norm: 8.1115 2021-08-17 07:43:31,917 - mmaction - INFO - Epoch [16][60/3520] lr: 5.000e-03, eta: 20:33:26, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5615, loss_cls: 3.0697, loss: 3.0697, grad_norm: 7.9189 2021-08-17 07:43:43,466 - mmaction - INFO - Epoch [16][80/3520] lr: 5.000e-03, eta: 20:33:12, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5833, loss_cls: 2.9962, loss: 2.9962, grad_norm: 7.9929 2021-08-17 07:43:54,951 - mmaction - INFO - Epoch [16][100/3520] lr: 5.000e-03, eta: 20:32:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5385, loss_cls: 3.1577, loss: 3.1577, grad_norm: 8.1492 2021-08-17 07:44:06,458 - mmaction - INFO - Epoch [16][120/3520] lr: 5.000e-03, eta: 20:32:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5573, loss_cls: 3.0301, loss: 3.0301, grad_norm: 8.1496 2021-08-17 07:44:18,086 - mmaction - INFO - Epoch [16][140/3520] lr: 5.000e-03, eta: 20:32:33, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5448, loss_cls: 3.0965, loss: 3.0965, grad_norm: 7.7514 2021-08-17 07:44:29,579 - mmaction - INFO - Epoch [16][160/3520] lr: 5.000e-03, eta: 20:32:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5698, loss_cls: 2.9940, loss: 2.9940, grad_norm: 7.9198 2021-08-17 07:44:41,080 - mmaction - INFO - Epoch [16][180/3520] lr: 5.000e-03, eta: 20:32:07, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.1055, loss: 3.1055, grad_norm: 7.9886 2021-08-17 07:44:52,647 - mmaction - INFO - Epoch [16][200/3520] lr: 5.000e-03, eta: 20:31:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5510, loss_cls: 3.0993, loss: 3.0993, grad_norm: 8.1467 2021-08-17 07:45:04,121 - mmaction - INFO - Epoch [16][220/3520] lr: 5.000e-03, eta: 20:31:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5708, loss_cls: 3.0623, loss: 3.0623, grad_norm: 8.0106 2021-08-17 07:45:15,633 - mmaction - INFO - Epoch [16][240/3520] lr: 5.000e-03, eta: 20:31:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5542, loss_cls: 3.0915, loss: 3.0915, grad_norm: 8.0413 2021-08-17 07:45:27,136 - mmaction - INFO - Epoch [16][260/3520] lr: 5.000e-03, eta: 20:31:14, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5604, loss_cls: 3.0068, loss: 3.0068, grad_norm: 7.7194 2021-08-17 07:45:38,828 - mmaction - INFO - Epoch [16][280/3520] lr: 5.000e-03, eta: 20:31:01, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5583, loss_cls: 3.0439, loss: 3.0439, grad_norm: 7.8026 2021-08-17 07:45:50,307 - mmaction - INFO - Epoch [16][300/3520] lr: 5.000e-03, eta: 20:30:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5427, loss_cls: 3.1174, loss: 3.1174, grad_norm: 8.3625 2021-08-17 07:46:01,854 - mmaction - INFO - Epoch [16][320/3520] lr: 5.000e-03, eta: 20:30:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5625, loss_cls: 3.0784, loss: 3.0784, grad_norm: 7.9007 2021-08-17 07:46:13,365 - mmaction - INFO - Epoch [16][340/3520] lr: 5.000e-03, eta: 20:30:22, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5729, loss_cls: 2.9906, loss: 2.9906, grad_norm: 7.8383 2021-08-17 07:46:24,949 - mmaction - INFO - Epoch [16][360/3520] lr: 5.000e-03, eta: 20:30:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3177, top5_acc: 0.5792, loss_cls: 3.0123, loss: 3.0123, grad_norm: 7.9086 2021-08-17 07:46:36,516 - mmaction - INFO - Epoch [16][380/3520] lr: 5.000e-03, eta: 20:29:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5729, loss_cls: 3.0175, loss: 3.0175, grad_norm: 8.0530 2021-08-17 07:46:48,076 - mmaction - INFO - Epoch [16][400/3520] lr: 5.000e-03, eta: 20:29:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5646, loss_cls: 3.0696, loss: 3.0696, grad_norm: 8.2638 2021-08-17 07:46:59,595 - mmaction - INFO - Epoch [16][420/3520] lr: 5.000e-03, eta: 20:29:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5365, loss_cls: 3.1557, loss: 3.1557, grad_norm: 8.2992 2021-08-17 07:47:11,193 - mmaction - INFO - Epoch [16][440/3520] lr: 5.000e-03, eta: 20:29:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5281, loss_cls: 3.2549, loss: 3.2549, grad_norm: 8.2074 2021-08-17 07:47:22,698 - mmaction - INFO - Epoch [16][460/3520] lr: 5.000e-03, eta: 20:29:03, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.0828, loss: 3.0828, grad_norm: 7.7936 2021-08-17 07:47:34,214 - mmaction - INFO - Epoch [16][480/3520] lr: 5.000e-03, eta: 20:28:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5813, loss_cls: 3.0321, loss: 3.0321, grad_norm: 7.7914 2021-08-17 07:47:45,709 - mmaction - INFO - Epoch [16][500/3520] lr: 5.000e-03, eta: 20:28:37, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5646, loss_cls: 3.1046, loss: 3.1046, grad_norm: 8.0408 2021-08-17 07:47:57,289 - mmaction - INFO - Epoch [16][520/3520] lr: 5.000e-03, eta: 20:28:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5490, loss_cls: 3.0841, loss: 3.0841, grad_norm: 7.9279 2021-08-17 07:48:08,809 - mmaction - INFO - Epoch [16][540/3520] lr: 5.000e-03, eta: 20:28:11, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5958, loss_cls: 2.9694, loss: 2.9694, grad_norm: 8.0433 2021-08-17 07:48:20,284 - mmaction - INFO - Epoch [16][560/3520] lr: 5.000e-03, eta: 20:27:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5708, loss_cls: 3.0280, loss: 3.0280, grad_norm: 8.0114 2021-08-17 07:48:31,826 - mmaction - INFO - Epoch [16][580/3520] lr: 5.000e-03, eta: 20:27:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.0778, loss: 3.0778, grad_norm: 7.6223 2021-08-17 07:48:43,419 - mmaction - INFO - Epoch [16][600/3520] lr: 5.000e-03, eta: 20:27:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5833, loss_cls: 3.0650, loss: 3.0650, grad_norm: 8.1583 2021-08-17 07:48:54,932 - mmaction - INFO - Epoch [16][620/3520] lr: 5.000e-03, eta: 20:27:18, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5687, loss_cls: 3.1299, loss: 3.1299, grad_norm: 8.1015 2021-08-17 07:49:06,636 - mmaction - INFO - Epoch [16][640/3520] lr: 5.000e-03, eta: 20:27:05, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.1048, loss: 3.1048, grad_norm: 8.1008 2021-08-17 07:49:18,135 - mmaction - INFO - Epoch [16][660/3520] lr: 5.000e-03, eta: 20:26:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.2170, loss: 3.2170, grad_norm: 8.0589 2021-08-17 07:49:29,621 - mmaction - INFO - Epoch [16][680/3520] lr: 5.000e-03, eta: 20:26:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5531, loss_cls: 3.1082, loss: 3.1082, grad_norm: 7.9310 2021-08-17 07:49:41,157 - mmaction - INFO - Epoch [16][700/3520] lr: 5.000e-03, eta: 20:26:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5740, loss_cls: 3.0360, loss: 3.0360, grad_norm: 7.9623 2021-08-17 07:49:52,791 - mmaction - INFO - Epoch [16][720/3520] lr: 5.000e-03, eta: 20:26:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5344, loss_cls: 3.2212, loss: 3.2212, grad_norm: 8.0269 2021-08-17 07:50:04,262 - mmaction - INFO - Epoch [16][740/3520] lr: 5.000e-03, eta: 20:26:00, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5479, loss_cls: 3.0704, loss: 3.0704, grad_norm: 8.0424 2021-08-17 07:50:15,773 - mmaction - INFO - Epoch [16][760/3520] lr: 5.000e-03, eta: 20:25:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5323, loss_cls: 3.1497, loss: 3.1497, grad_norm: 7.8449 2021-08-17 07:50:27,289 - mmaction - INFO - Epoch [16][780/3520] lr: 5.000e-03, eta: 20:25:33, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5219, loss_cls: 3.1614, loss: 3.1614, grad_norm: 7.9032 2021-08-17 07:50:38,777 - mmaction - INFO - Epoch [16][800/3520] lr: 5.000e-03, eta: 20:25:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5542, loss_cls: 3.0727, loss: 3.0727, grad_norm: 7.8627 2021-08-17 07:50:50,318 - mmaction - INFO - Epoch [16][820/3520] lr: 5.000e-03, eta: 20:25:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5698, loss_cls: 3.1097, loss: 3.1097, grad_norm: 8.0104 2021-08-17 07:51:01,846 - mmaction - INFO - Epoch [16][840/3520] lr: 5.000e-03, eta: 20:24:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5656, loss_cls: 3.0670, loss: 3.0670, grad_norm: 7.8961 2021-08-17 07:51:13,389 - mmaction - INFO - Epoch [16][860/3520] lr: 5.000e-03, eta: 20:24:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5469, loss_cls: 3.1044, loss: 3.1044, grad_norm: 8.0545 2021-08-17 07:51:24,926 - mmaction - INFO - Epoch [16][880/3520] lr: 5.000e-03, eta: 20:24:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5375, loss_cls: 3.2070, loss: 3.2070, grad_norm: 8.2438 2021-08-17 07:51:36,460 - mmaction - INFO - Epoch [16][900/3520] lr: 5.000e-03, eta: 20:24:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3167, top5_acc: 0.5760, loss_cls: 3.0544, loss: 3.0544, grad_norm: 8.0284 2021-08-17 07:51:48,025 - mmaction - INFO - Epoch [16][920/3520] lr: 5.000e-03, eta: 20:24:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5396, loss_cls: 3.1594, loss: 3.1594, grad_norm: 8.0081 2021-08-17 07:51:59,632 - mmaction - INFO - Epoch [16][940/3520] lr: 5.000e-03, eta: 20:23:49, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5750, loss_cls: 3.0430, loss: 3.0430, grad_norm: 8.2322 2021-08-17 07:52:11,169 - mmaction - INFO - Epoch [16][960/3520] lr: 5.000e-03, eta: 20:23:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5365, loss_cls: 3.1438, loss: 3.1438, grad_norm: 8.1218 2021-08-17 07:52:22,689 - mmaction - INFO - Epoch [16][980/3520] lr: 5.000e-03, eta: 20:23:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5385, loss_cls: 3.0702, loss: 3.0702, grad_norm: 7.8822 2021-08-17 07:52:34,280 - mmaction - INFO - Epoch [16][1000/3520] lr: 5.000e-03, eta: 20:23:09, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5583, loss_cls: 3.1014, loss: 3.1014, grad_norm: 8.0845 2021-08-17 07:52:45,803 - mmaction - INFO - Epoch [16][1020/3520] lr: 5.000e-03, eta: 20:22:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3240, top5_acc: 0.5865, loss_cls: 2.9805, loss: 2.9805, grad_norm: 8.2758 2021-08-17 07:52:57,350 - mmaction - INFO - Epoch [16][1040/3520] lr: 5.000e-03, eta: 20:22:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5417, loss_cls: 3.1423, loss: 3.1423, grad_norm: 7.8521 2021-08-17 07:53:08,843 - mmaction - INFO - Epoch [16][1060/3520] lr: 5.000e-03, eta: 20:22:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5479, loss_cls: 3.1562, loss: 3.1562, grad_norm: 8.4018 2021-08-17 07:53:20,496 - mmaction - INFO - Epoch [16][1080/3520] lr: 5.000e-03, eta: 20:22:17, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5188, loss_cls: 3.2408, loss: 3.2408, grad_norm: 8.0943 2021-08-17 07:53:32,000 - mmaction - INFO - Epoch [16][1100/3520] lr: 5.000e-03, eta: 20:22:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5615, loss_cls: 3.1504, loss: 3.1504, grad_norm: 7.9506 2021-08-17 07:53:43,596 - mmaction - INFO - Epoch [16][1120/3520] lr: 5.000e-03, eta: 20:21:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5646, loss_cls: 3.0282, loss: 3.0282, grad_norm: 7.7978 2021-08-17 07:53:55,162 - mmaction - INFO - Epoch [16][1140/3520] lr: 5.000e-03, eta: 20:21:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5615, loss_cls: 3.1092, loss: 3.1092, grad_norm: 7.7380 2021-08-17 07:54:06,681 - mmaction - INFO - Epoch [16][1160/3520] lr: 5.000e-03, eta: 20:21:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5250, loss_cls: 3.2448, loss: 3.2448, grad_norm: 8.1415 2021-08-17 07:54:18,208 - mmaction - INFO - Epoch [16][1180/3520] lr: 5.000e-03, eta: 20:21:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5635, loss_cls: 3.1462, loss: 3.1462, grad_norm: 8.0316 2021-08-17 07:54:29,788 - mmaction - INFO - Epoch [16][1200/3520] lr: 5.000e-03, eta: 20:20:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5615, loss_cls: 3.0847, loss: 3.0847, grad_norm: 7.8838 2021-08-17 07:54:41,260 - mmaction - INFO - Epoch [16][1220/3520] lr: 5.000e-03, eta: 20:20:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5469, loss_cls: 3.1533, loss: 3.1533, grad_norm: 8.0385 2021-08-17 07:54:52,755 - mmaction - INFO - Epoch [16][1240/3520] lr: 5.000e-03, eta: 20:20:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5771, loss_cls: 3.0372, loss: 3.0372, grad_norm: 7.8970 2021-08-17 07:55:04,260 - mmaction - INFO - Epoch [16][1260/3520] lr: 5.000e-03, eta: 20:20:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5531, loss_cls: 3.1054, loss: 3.1054, grad_norm: 7.6580 2021-08-17 07:55:15,829 - mmaction - INFO - Epoch [16][1280/3520] lr: 5.000e-03, eta: 20:20:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5615, loss_cls: 3.1319, loss: 3.1319, grad_norm: 7.8743 2021-08-17 07:55:27,332 - mmaction - INFO - Epoch [16][1300/3520] lr: 5.000e-03, eta: 20:19:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5740, loss_cls: 3.0578, loss: 3.0578, grad_norm: 8.0871 2021-08-17 07:55:38,857 - mmaction - INFO - Epoch [16][1320/3520] lr: 5.000e-03, eta: 20:19:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5479, loss_cls: 3.1327, loss: 3.1327, grad_norm: 8.1789 2021-08-17 07:55:50,403 - mmaction - INFO - Epoch [16][1340/3520] lr: 5.000e-03, eta: 20:19:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5687, loss_cls: 3.1286, loss: 3.1286, grad_norm: 8.2537 2021-08-17 07:56:01,966 - mmaction - INFO - Epoch [16][1360/3520] lr: 5.000e-03, eta: 20:19:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5479, loss_cls: 3.1329, loss: 3.1329, grad_norm: 7.8777 2021-08-17 07:56:13,556 - mmaction - INFO - Epoch [16][1380/3520] lr: 5.000e-03, eta: 20:19:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 2.9973, loss: 2.9973, grad_norm: 7.9242 2021-08-17 07:56:25,103 - mmaction - INFO - Epoch [16][1400/3520] lr: 5.000e-03, eta: 20:18:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5667, loss_cls: 3.0669, loss: 3.0669, grad_norm: 8.1955 2021-08-17 07:56:36,666 - mmaction - INFO - Epoch [16][1420/3520] lr: 5.000e-03, eta: 20:18:35, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5635, loss_cls: 3.0380, loss: 3.0380, grad_norm: 7.9693 2021-08-17 07:56:48,275 - mmaction - INFO - Epoch [16][1440/3520] lr: 5.000e-03, eta: 20:18:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5875, loss_cls: 3.0202, loss: 3.0202, grad_norm: 7.8770 2021-08-17 07:56:59,813 - mmaction - INFO - Epoch [16][1460/3520] lr: 5.000e-03, eta: 20:18:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.1407, loss: 3.1407, grad_norm: 8.2559 2021-08-17 07:57:11,418 - mmaction - INFO - Epoch [16][1480/3520] lr: 5.000e-03, eta: 20:17:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5448, loss_cls: 3.0940, loss: 3.0940, grad_norm: 7.7875 2021-08-17 07:57:23,001 - mmaction - INFO - Epoch [16][1500/3520] lr: 5.000e-03, eta: 20:17:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5500, loss_cls: 3.1280, loss: 3.1280, grad_norm: 8.1849 2021-08-17 07:57:34,515 - mmaction - INFO - Epoch [16][1520/3520] lr: 5.000e-03, eta: 20:17:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5792, loss_cls: 3.0454, loss: 3.0454, grad_norm: 7.8957 2021-08-17 07:57:46,022 - mmaction - INFO - Epoch [16][1540/3520] lr: 5.000e-03, eta: 20:17:17, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5552, loss_cls: 3.0683, loss: 3.0683, grad_norm: 7.8638 2021-08-17 07:57:57,509 - mmaction - INFO - Epoch [16][1560/3520] lr: 5.000e-03, eta: 20:17:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5542, loss_cls: 3.1178, loss: 3.1178, grad_norm: 8.0148 2021-08-17 07:58:08,958 - mmaction - INFO - Epoch [16][1580/3520] lr: 5.000e-03, eta: 20:16:51, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5448, loss_cls: 3.1525, loss: 3.1525, grad_norm: 8.2057 2021-08-17 07:58:20,528 - mmaction - INFO - Epoch [16][1600/3520] lr: 5.000e-03, eta: 20:16:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5448, loss_cls: 3.1647, loss: 3.1647, grad_norm: 7.9968 2021-08-17 07:58:32,126 - mmaction - INFO - Epoch [16][1620/3520] lr: 5.000e-03, eta: 20:16:25, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5677, loss_cls: 3.0968, loss: 3.0968, grad_norm: 8.0156 2021-08-17 07:58:43,727 - mmaction - INFO - Epoch [16][1640/3520] lr: 5.000e-03, eta: 20:16:12, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5625, loss_cls: 3.0853, loss: 3.0853, grad_norm: 7.8184 2021-08-17 07:58:55,295 - mmaction - INFO - Epoch [16][1660/3520] lr: 5.000e-03, eta: 20:15:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5479, loss_cls: 3.0915, loss: 3.0915, grad_norm: 7.9714 2021-08-17 07:59:06,787 - mmaction - INFO - Epoch [16][1680/3520] lr: 5.000e-03, eta: 20:15:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5906, loss_cls: 3.0782, loss: 3.0782, grad_norm: 7.9798 2021-08-17 07:59:18,380 - mmaction - INFO - Epoch [16][1700/3520] lr: 5.000e-03, eta: 20:15:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5740, loss_cls: 3.0570, loss: 3.0570, grad_norm: 7.9174 2021-08-17 07:59:30,123 - mmaction - INFO - Epoch [16][1720/3520] lr: 5.000e-03, eta: 20:15:20, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.0776, loss: 3.0776, grad_norm: 7.7844 2021-08-17 07:59:41,696 - mmaction - INFO - Epoch [16][1740/3520] lr: 5.000e-03, eta: 20:15:07, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5583, loss_cls: 3.0591, loss: 3.0591, grad_norm: 8.1916 2021-08-17 07:59:53,214 - mmaction - INFO - Epoch [16][1760/3520] lr: 5.000e-03, eta: 20:14:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5698, loss_cls: 3.0866, loss: 3.0866, grad_norm: 7.7730 2021-08-17 08:00:04,801 - mmaction - INFO - Epoch [16][1780/3520] lr: 5.000e-03, eta: 20:14:41, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5542, loss_cls: 3.1264, loss: 3.1264, grad_norm: 8.1778 2021-08-17 08:00:16,347 - mmaction - INFO - Epoch [16][1800/3520] lr: 5.000e-03, eta: 20:14:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5531, loss_cls: 3.1205, loss: 3.1205, grad_norm: 7.8356 2021-08-17 08:00:27,898 - mmaction - INFO - Epoch [16][1820/3520] lr: 5.000e-03, eta: 20:14:15, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5740, loss_cls: 3.0150, loss: 3.0150, grad_norm: 7.9525 2021-08-17 08:00:39,494 - mmaction - INFO - Epoch [16][1840/3520] lr: 5.000e-03, eta: 20:14:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5521, loss_cls: 3.1253, loss: 3.1253, grad_norm: 8.1144 2021-08-17 08:00:50,996 - mmaction - INFO - Epoch [16][1860/3520] lr: 5.000e-03, eta: 20:13:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5771, loss_cls: 3.0072, loss: 3.0072, grad_norm: 7.8961 2021-08-17 08:01:02,520 - mmaction - INFO - Epoch [16][1880/3520] lr: 5.000e-03, eta: 20:13:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5458, loss_cls: 3.1339, loss: 3.1339, grad_norm: 8.2066 2021-08-17 08:01:14,060 - mmaction - INFO - Epoch [16][1900/3520] lr: 5.000e-03, eta: 20:13:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5542, loss_cls: 3.1407, loss: 3.1407, grad_norm: 7.8484 2021-08-17 08:01:25,577 - mmaction - INFO - Epoch [16][1920/3520] lr: 5.000e-03, eta: 20:13:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.0472, loss: 3.0472, grad_norm: 8.0013 2021-08-17 08:01:37,122 - mmaction - INFO - Epoch [16][1940/3520] lr: 5.000e-03, eta: 20:12:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5896, loss_cls: 3.0108, loss: 3.0108, grad_norm: 8.0356 2021-08-17 08:01:48,593 - mmaction - INFO - Epoch [16][1960/3520] lr: 5.000e-03, eta: 20:12:44, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5292, loss_cls: 3.1775, loss: 3.1775, grad_norm: 8.0258 2021-08-17 08:02:00,090 - mmaction - INFO - Epoch [16][1980/3520] lr: 5.000e-03, eta: 20:12:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5844, loss_cls: 2.9981, loss: 2.9981, grad_norm: 7.6956 2021-08-17 08:02:11,546 - mmaction - INFO - Epoch [16][2000/3520] lr: 5.000e-03, eta: 20:12:17, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5823, loss_cls: 3.0199, loss: 3.0199, grad_norm: 7.6189 2021-08-17 08:02:23,078 - mmaction - INFO - Epoch [16][2020/3520] lr: 5.000e-03, eta: 20:12:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5760, loss_cls: 3.0871, loss: 3.0871, grad_norm: 8.0910 2021-08-17 08:02:34,566 - mmaction - INFO - Epoch [16][2040/3520] lr: 5.000e-03, eta: 20:11:51, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5583, loss_cls: 3.0359, loss: 3.0359, grad_norm: 7.8730 2021-08-17 08:02:46,089 - mmaction - INFO - Epoch [16][2060/3520] lr: 5.000e-03, eta: 20:11:38, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5469, loss_cls: 3.1008, loss: 3.1008, grad_norm: 8.0089 2021-08-17 08:02:57,573 - mmaction - INFO - Epoch [16][2080/3520] lr: 5.000e-03, eta: 20:11:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5500, loss_cls: 3.1223, loss: 3.1223, grad_norm: 7.9437 2021-08-17 08:03:09,102 - mmaction - INFO - Epoch [16][2100/3520] lr: 5.000e-03, eta: 20:11:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5729, loss_cls: 3.0069, loss: 3.0069, grad_norm: 8.0029 2021-08-17 08:03:20,635 - mmaction - INFO - Epoch [16][2120/3520] lr: 5.000e-03, eta: 20:10:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5729, loss_cls: 3.0464, loss: 3.0464, grad_norm: 7.9607 2021-08-17 08:03:32,157 - mmaction - INFO - Epoch [16][2140/3520] lr: 5.000e-03, eta: 20:10:46, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5083, loss_cls: 3.2762, loss: 3.2762, grad_norm: 8.2842 2021-08-17 08:03:43,635 - mmaction - INFO - Epoch [16][2160/3520] lr: 5.000e-03, eta: 20:10:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5719, loss_cls: 3.0578, loss: 3.0578, grad_norm: 7.9373 2021-08-17 08:03:55,172 - mmaction - INFO - Epoch [16][2180/3520] lr: 5.000e-03, eta: 20:10:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.1885, loss: 3.1885, grad_norm: 8.0511 2021-08-17 08:04:06,663 - mmaction - INFO - Epoch [16][2200/3520] lr: 5.000e-03, eta: 20:10:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5563, loss_cls: 3.1353, loss: 3.1353, grad_norm: 8.0533 2021-08-17 08:04:18,172 - mmaction - INFO - Epoch [16][2220/3520] lr: 5.000e-03, eta: 20:09:53, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5646, loss_cls: 3.0654, loss: 3.0654, grad_norm: 8.2086 2021-08-17 08:04:29,755 - mmaction - INFO - Epoch [16][2240/3520] lr: 5.000e-03, eta: 20:09:40, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.0293, loss: 3.0293, grad_norm: 8.0639 2021-08-17 08:04:41,240 - mmaction - INFO - Epoch [16][2260/3520] lr: 5.000e-03, eta: 20:09:27, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5479, loss_cls: 3.1556, loss: 3.1556, grad_norm: 7.9681 2021-08-17 08:04:52,753 - mmaction - INFO - Epoch [16][2280/3520] lr: 5.000e-03, eta: 20:09:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5771, loss_cls: 3.0251, loss: 3.0251, grad_norm: 7.9107 2021-08-17 08:05:04,280 - mmaction - INFO - Epoch [16][2300/3520] lr: 5.000e-03, eta: 20:09:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5333, loss_cls: 3.1984, loss: 3.1984, grad_norm: 8.1370 2021-08-17 08:05:15,795 - mmaction - INFO - Epoch [16][2320/3520] lr: 5.000e-03, eta: 20:08:48, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5531, loss_cls: 3.1405, loss: 3.1405, grad_norm: 8.0895 2021-08-17 08:05:27,360 - mmaction - INFO - Epoch [16][2340/3520] lr: 5.000e-03, eta: 20:08:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5469, loss_cls: 3.1763, loss: 3.1763, grad_norm: 8.1811 2021-08-17 08:05:38,924 - mmaction - INFO - Epoch [16][2360/3520] lr: 5.000e-03, eta: 20:08:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5563, loss_cls: 3.0877, loss: 3.0877, grad_norm: 7.8323 2021-08-17 08:05:50,440 - mmaction - INFO - Epoch [16][2380/3520] lr: 5.000e-03, eta: 20:08:09, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.1274, loss: 3.1274, grad_norm: 8.0247 2021-08-17 08:06:01,981 - mmaction - INFO - Epoch [16][2400/3520] lr: 5.000e-03, eta: 20:07:56, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5563, loss_cls: 3.0459, loss: 3.0459, grad_norm: 7.7844 2021-08-17 08:06:13,428 - mmaction - INFO - Epoch [16][2420/3520] lr: 5.000e-03, eta: 20:07:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.1309, loss: 3.1309, grad_norm: 8.2608 2021-08-17 08:06:24,954 - mmaction - INFO - Epoch [16][2440/3520] lr: 5.000e-03, eta: 20:07:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5708, loss_cls: 3.0996, loss: 3.0996, grad_norm: 8.0340 2021-08-17 08:06:36,443 - mmaction - INFO - Epoch [16][2460/3520] lr: 5.000e-03, eta: 20:07:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5813, loss_cls: 3.0172, loss: 3.0172, grad_norm: 8.0359 2021-08-17 08:06:47,930 - mmaction - INFO - Epoch [16][2480/3520] lr: 5.000e-03, eta: 20:07:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5823, loss_cls: 3.0115, loss: 3.0115, grad_norm: 7.8542 2021-08-17 08:06:59,438 - mmaction - INFO - Epoch [16][2500/3520] lr: 5.000e-03, eta: 20:06:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1275, loss: 3.1275, grad_norm: 7.7297 2021-08-17 08:07:10,972 - mmaction - INFO - Epoch [16][2520/3520] lr: 5.000e-03, eta: 20:06:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5542, loss_cls: 3.1794, loss: 3.1794, grad_norm: 8.1450 2021-08-17 08:07:22,428 - mmaction - INFO - Epoch [16][2540/3520] lr: 5.000e-03, eta: 20:06:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5604, loss_cls: 3.0679, loss: 3.0679, grad_norm: 8.1679 2021-08-17 08:07:33,943 - mmaction - INFO - Epoch [16][2560/3520] lr: 5.000e-03, eta: 20:06:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5625, loss_cls: 3.0375, loss: 3.0375, grad_norm: 7.8484 2021-08-17 08:07:45,534 - mmaction - INFO - Epoch [16][2580/3520] lr: 5.000e-03, eta: 20:05:59, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5490, loss_cls: 3.1227, loss: 3.1227, grad_norm: 7.8111 2021-08-17 08:07:57,123 - mmaction - INFO - Epoch [16][2600/3520] lr: 5.000e-03, eta: 20:05:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5865, loss_cls: 3.0218, loss: 3.0218, grad_norm: 7.7077 2021-08-17 08:08:08,655 - mmaction - INFO - Epoch [16][2620/3520] lr: 5.000e-03, eta: 20:05:33, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5750, loss_cls: 3.0888, loss: 3.0888, grad_norm: 8.1141 2021-08-17 08:08:20,263 - mmaction - INFO - Epoch [16][2640/3520] lr: 5.000e-03, eta: 20:05:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5542, loss_cls: 3.1383, loss: 3.1383, grad_norm: 8.0650 2021-08-17 08:08:31,803 - mmaction - INFO - Epoch [16][2660/3520] lr: 5.000e-03, eta: 20:05:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5729, loss_cls: 3.0531, loss: 3.0531, grad_norm: 7.9456 2021-08-17 08:08:43,375 - mmaction - INFO - Epoch [16][2680/3520] lr: 5.000e-03, eta: 20:04:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5750, loss_cls: 3.1196, loss: 3.1196, grad_norm: 7.9172 2021-08-17 08:08:54,895 - mmaction - INFO - Epoch [16][2700/3520] lr: 5.000e-03, eta: 20:04:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5781, loss_cls: 3.0861, loss: 3.0861, grad_norm: 8.3580 2021-08-17 08:09:06,469 - mmaction - INFO - Epoch [16][2720/3520] lr: 5.000e-03, eta: 20:04:28, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5667, loss_cls: 3.0749, loss: 3.0749, grad_norm: 8.1582 2021-08-17 08:09:17,999 - mmaction - INFO - Epoch [16][2740/3520] lr: 5.000e-03, eta: 20:04:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5490, loss_cls: 3.1386, loss: 3.1386, grad_norm: 7.7233 2021-08-17 08:09:29,482 - mmaction - INFO - Epoch [16][2760/3520] lr: 5.000e-03, eta: 20:04:02, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5583, loss_cls: 3.1137, loss: 3.1137, grad_norm: 8.1413 2021-08-17 08:09:41,055 - mmaction - INFO - Epoch [16][2780/3520] lr: 5.000e-03, eta: 20:03:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5448, loss_cls: 3.1875, loss: 3.1875, grad_norm: 7.9339 2021-08-17 08:09:52,558 - mmaction - INFO - Epoch [16][2800/3520] lr: 5.000e-03, eta: 20:03:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5615, loss_cls: 3.0917, loss: 3.0917, grad_norm: 8.0995 2021-08-17 08:10:04,064 - mmaction - INFO - Epoch [16][2820/3520] lr: 5.000e-03, eta: 20:03:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.0684, loss: 3.0684, grad_norm: 8.0324 2021-08-17 08:10:15,605 - mmaction - INFO - Epoch [16][2840/3520] lr: 5.000e-03, eta: 20:03:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5802, loss_cls: 3.0385, loss: 3.0385, grad_norm: 7.7333 2021-08-17 08:10:27,134 - mmaction - INFO - Epoch [16][2860/3520] lr: 5.000e-03, eta: 20:02:57, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5615, loss_cls: 3.1267, loss: 3.1267, grad_norm: 7.9531 2021-08-17 08:10:38,640 - mmaction - INFO - Epoch [16][2880/3520] lr: 5.000e-03, eta: 20:02:44, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5573, loss_cls: 3.0741, loss: 3.0741, grad_norm: 7.9324 2021-08-17 08:10:50,204 - mmaction - INFO - Epoch [16][2900/3520] lr: 5.000e-03, eta: 20:02:31, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5531, loss_cls: 3.1122, loss: 3.1122, grad_norm: 8.0361 2021-08-17 08:11:01,842 - mmaction - INFO - Epoch [16][2920/3520] lr: 5.000e-03, eta: 20:02:18, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.1435, loss: 3.1435, grad_norm: 8.0809 2021-08-17 08:11:13,419 - mmaction - INFO - Epoch [16][2940/3520] lr: 5.000e-03, eta: 20:02:05, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5385, loss_cls: 3.2048, loss: 3.2048, grad_norm: 8.0086 2021-08-17 08:11:25,053 - mmaction - INFO - Epoch [16][2960/3520] lr: 5.000e-03, eta: 20:01:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.0736, loss: 3.0736, grad_norm: 7.9100 2021-08-17 08:11:36,566 - mmaction - INFO - Epoch [16][2980/3520] lr: 5.000e-03, eta: 20:01:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.1344, loss: 3.1344, grad_norm: 7.6846 2021-08-17 08:11:48,096 - mmaction - INFO - Epoch [16][3000/3520] lr: 5.000e-03, eta: 20:01:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.1818, loss: 3.1818, grad_norm: 8.0677 2021-08-17 08:11:59,728 - mmaction - INFO - Epoch [16][3020/3520] lr: 5.000e-03, eta: 20:01:14, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.0797, loss: 3.0797, grad_norm: 7.9964 2021-08-17 08:12:11,289 - mmaction - INFO - Epoch [16][3040/3520] lr: 5.000e-03, eta: 20:01:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5656, loss_cls: 3.0698, loss: 3.0698, grad_norm: 8.0158 2021-08-17 08:12:22,802 - mmaction - INFO - Epoch [16][3060/3520] lr: 5.000e-03, eta: 20:00:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5573, loss_cls: 3.0751, loss: 3.0751, grad_norm: 7.7327 2021-08-17 08:12:34,290 - mmaction - INFO - Epoch [16][3080/3520] lr: 5.000e-03, eta: 20:00:34, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5531, loss_cls: 3.1145, loss: 3.1145, grad_norm: 8.0256 2021-08-17 08:12:45,792 - mmaction - INFO - Epoch [16][3100/3520] lr: 5.000e-03, eta: 20:00:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5802, loss_cls: 3.0310, loss: 3.0310, grad_norm: 7.9725 2021-08-17 08:12:57,324 - mmaction - INFO - Epoch [16][3120/3520] lr: 5.000e-03, eta: 20:00:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5510, loss_cls: 3.0857, loss: 3.0857, grad_norm: 7.6848 2021-08-17 08:13:08,778 - mmaction - INFO - Epoch [16][3140/3520] lr: 5.000e-03, eta: 19:59:55, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5490, loss_cls: 3.1058, loss: 3.1058, grad_norm: 7.8653 2021-08-17 08:13:20,355 - mmaction - INFO - Epoch [16][3160/3520] lr: 5.000e-03, eta: 19:59:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3135, top5_acc: 0.5823, loss_cls: 2.9992, loss: 2.9992, grad_norm: 8.1104 2021-08-17 08:13:31,940 - mmaction - INFO - Epoch [16][3180/3520] lr: 5.000e-03, eta: 19:59:30, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5594, loss_cls: 3.0612, loss: 3.0612, grad_norm: 8.1914 2021-08-17 08:13:43,464 - mmaction - INFO - Epoch [16][3200/3520] lr: 5.000e-03, eta: 19:59:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.1022, loss: 3.1022, grad_norm: 8.1121 2021-08-17 08:13:54,960 - mmaction - INFO - Epoch [16][3220/3520] lr: 5.000e-03, eta: 19:59:03, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5604, loss_cls: 3.1103, loss: 3.1103, grad_norm: 8.3002 2021-08-17 08:14:06,611 - mmaction - INFO - Epoch [16][3240/3520] lr: 5.000e-03, eta: 19:58:51, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5490, loss_cls: 3.1241, loss: 3.1241, grad_norm: 8.1718 2021-08-17 08:14:18,118 - mmaction - INFO - Epoch [16][3260/3520] lr: 5.000e-03, eta: 19:58:38, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5646, loss_cls: 3.0919, loss: 3.0919, grad_norm: 8.1115 2021-08-17 08:14:29,756 - mmaction - INFO - Epoch [16][3280/3520] lr: 5.000e-03, eta: 19:58:25, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5760, loss_cls: 3.0367, loss: 3.0367, grad_norm: 8.0475 2021-08-17 08:14:41,349 - mmaction - INFO - Epoch [16][3300/3520] lr: 5.000e-03, eta: 19:58:12, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5635, loss_cls: 3.0757, loss: 3.0757, grad_norm: 8.0907 2021-08-17 08:14:52,928 - mmaction - INFO - Epoch [16][3320/3520] lr: 5.000e-03, eta: 19:57:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5656, loss_cls: 3.0299, loss: 3.0299, grad_norm: 7.9583 2021-08-17 08:15:04,499 - mmaction - INFO - Epoch [16][3340/3520] lr: 5.000e-03, eta: 19:57:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2510, top5_acc: 0.5469, loss_cls: 3.1699, loss: 3.1699, grad_norm: 7.9521 2021-08-17 08:15:16,027 - mmaction - INFO - Epoch [16][3360/3520] lr: 5.000e-03, eta: 19:57:33, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5490, loss_cls: 3.0588, loss: 3.0588, grad_norm: 8.1175 2021-08-17 08:15:27,618 - mmaction - INFO - Epoch [16][3380/3520] lr: 5.000e-03, eta: 19:57:21, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.0662, loss: 3.0662, grad_norm: 7.9259 2021-08-17 08:15:39,172 - mmaction - INFO - Epoch [16][3400/3520] lr: 5.000e-03, eta: 19:57:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5792, loss_cls: 3.0311, loss: 3.0311, grad_norm: 8.2236 2021-08-17 08:15:50,828 - mmaction - INFO - Epoch [16][3420/3520] lr: 5.000e-03, eta: 19:56:55, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.1474, loss: 3.1474, grad_norm: 8.4442 2021-08-17 08:16:02,334 - mmaction - INFO - Epoch [16][3440/3520] lr: 5.000e-03, eta: 19:56:42, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5823, loss_cls: 3.1089, loss: 3.1089, grad_norm: 8.1354 2021-08-17 08:16:13,905 - mmaction - INFO - Epoch [16][3460/3520] lr: 5.000e-03, eta: 19:56:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2417, top5_acc: 0.5312, loss_cls: 3.1264, loss: 3.1264, grad_norm: 8.1461 2021-08-17 08:16:25,542 - mmaction - INFO - Epoch [16][3480/3520] lr: 5.000e-03, eta: 19:56:16, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5760, loss_cls: 3.0850, loss: 3.0850, grad_norm: 8.2154 2021-08-17 08:16:37,137 - mmaction - INFO - Epoch [16][3500/3520] lr: 5.000e-03, eta: 19:56:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5531, loss_cls: 3.1791, loss: 3.1791, grad_norm: 8.2428 2021-08-17 08:16:48,292 - mmaction - INFO - Epoch [16][3520/3520] lr: 5.000e-03, eta: 19:55:50, time: 0.557, data_time: 0.002, memory: 8335, top1_acc: 0.2370, top5_acc: 0.5522, loss_cls: 3.1637, loss: 3.1637, grad_norm: 7.8419 2021-08-17 08:16:50,232 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-08-17 08:18:08,434 - mmaction - INFO - Epoch [17][20/3520] lr: 5.000e-03, eta: 19:57:56, time: 3.855, data_time: 3.277, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5927, loss_cls: 2.9978, loss: 2.9978, grad_norm: 8.0547 2021-08-17 08:18:19,949 - mmaction - INFO - Epoch [17][40/3520] lr: 5.000e-03, eta: 19:57:43, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.1549, loss: 3.1549, grad_norm: 7.9154 2021-08-17 08:18:31,347 - mmaction - INFO - Epoch [17][60/3520] lr: 5.000e-03, eta: 19:57:30, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.3198, top5_acc: 0.6104, loss_cls: 2.8889, loss: 2.8889, grad_norm: 7.8654 2021-08-17 08:18:42,934 - mmaction - INFO - Epoch [17][80/3520] lr: 5.000e-03, eta: 19:57:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5885, loss_cls: 2.9737, loss: 2.9737, grad_norm: 8.0599 2021-08-17 08:18:54,438 - mmaction - INFO - Epoch [17][100/3520] lr: 5.000e-03, eta: 19:57:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5552, loss_cls: 3.0267, loss: 3.0267, grad_norm: 7.8795 2021-08-17 08:19:06,022 - mmaction - INFO - Epoch [17][120/3520] lr: 5.000e-03, eta: 19:56:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5406, loss_cls: 3.1695, loss: 3.1695, grad_norm: 8.0896 2021-08-17 08:19:17,587 - mmaction - INFO - Epoch [17][140/3520] lr: 5.000e-03, eta: 19:56:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5750, loss_cls: 3.0609, loss: 3.0609, grad_norm: 8.0478 2021-08-17 08:19:29,141 - mmaction - INFO - Epoch [17][160/3520] lr: 5.000e-03, eta: 19:56:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5344, loss_cls: 3.1207, loss: 3.1207, grad_norm: 7.9693 2021-08-17 08:19:40,699 - mmaction - INFO - Epoch [17][180/3520] lr: 5.000e-03, eta: 19:56:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5542, loss_cls: 3.0662, loss: 3.0662, grad_norm: 8.0684 2021-08-17 08:19:52,234 - mmaction - INFO - Epoch [17][200/3520] lr: 5.000e-03, eta: 19:55:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5896, loss_cls: 3.0200, loss: 3.0200, grad_norm: 8.0353 2021-08-17 08:20:03,756 - mmaction - INFO - Epoch [17][220/3520] lr: 5.000e-03, eta: 19:55:46, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5979, loss_cls: 2.9739, loss: 2.9739, grad_norm: 8.1204 2021-08-17 08:20:15,339 - mmaction - INFO - Epoch [17][240/3520] lr: 5.000e-03, eta: 19:55:33, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5771, loss_cls: 3.0282, loss: 3.0282, grad_norm: 8.1164 2021-08-17 08:20:26,884 - mmaction - INFO - Epoch [17][260/3520] lr: 5.000e-03, eta: 19:55:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5542, loss_cls: 3.0628, loss: 3.0628, grad_norm: 8.0950 2021-08-17 08:20:38,414 - mmaction - INFO - Epoch [17][280/3520] lr: 5.000e-03, eta: 19:55:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5771, loss_cls: 2.9811, loss: 2.9811, grad_norm: 8.0430 2021-08-17 08:20:49,895 - mmaction - INFO - Epoch [17][300/3520] lr: 5.000e-03, eta: 19:54:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5771, loss_cls: 3.0472, loss: 3.0472, grad_norm: 8.1061 2021-08-17 08:21:01,450 - mmaction - INFO - Epoch [17][320/3520] lr: 5.000e-03, eta: 19:54:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5604, loss_cls: 3.0804, loss: 3.0804, grad_norm: 8.0207 2021-08-17 08:21:12,892 - mmaction - INFO - Epoch [17][340/3520] lr: 5.000e-03, eta: 19:54:27, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5771, loss_cls: 3.0136, loss: 3.0136, grad_norm: 8.2689 2021-08-17 08:21:24,541 - mmaction - INFO - Epoch [17][360/3520] lr: 5.000e-03, eta: 19:54:15, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.0123, loss: 3.0123, grad_norm: 8.4215 2021-08-17 08:21:36,104 - mmaction - INFO - Epoch [17][380/3520] lr: 5.000e-03, eta: 19:54:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5594, loss_cls: 3.0986, loss: 3.0986, grad_norm: 8.0038 2021-08-17 08:21:47,640 - mmaction - INFO - Epoch [17][400/3520] lr: 5.000e-03, eta: 19:53:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5375, loss_cls: 3.1573, loss: 3.1573, grad_norm: 8.0296 2021-08-17 08:21:59,117 - mmaction - INFO - Epoch [17][420/3520] lr: 5.000e-03, eta: 19:53:35, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2958, top5_acc: 0.6156, loss_cls: 2.9390, loss: 2.9390, grad_norm: 7.8434 2021-08-17 08:22:10,661 - mmaction - INFO - Epoch [17][440/3520] lr: 5.000e-03, eta: 19:53:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5625, loss_cls: 3.0714, loss: 3.0714, grad_norm: 7.8553 2021-08-17 08:22:22,219 - mmaction - INFO - Epoch [17][460/3520] lr: 5.000e-03, eta: 19:53:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5615, loss_cls: 3.0686, loss: 3.0686, grad_norm: 8.0037 2021-08-17 08:22:33,875 - mmaction - INFO - Epoch [17][480/3520] lr: 5.000e-03, eta: 19:52:57, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5802, loss_cls: 3.0169, loss: 3.0169, grad_norm: 8.0174 2021-08-17 08:22:45,395 - mmaction - INFO - Epoch [17][500/3520] lr: 5.000e-03, eta: 19:52:44, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.0668, loss: 3.0668, grad_norm: 8.0924 2021-08-17 08:22:56,926 - mmaction - INFO - Epoch [17][520/3520] lr: 5.000e-03, eta: 19:52:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.0618, loss: 3.0618, grad_norm: 8.0158 2021-08-17 08:23:08,395 - mmaction - INFO - Epoch [17][540/3520] lr: 5.000e-03, eta: 19:52:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5635, loss_cls: 3.0710, loss: 3.0710, grad_norm: 7.9570 2021-08-17 08:23:19,939 - mmaction - INFO - Epoch [17][560/3520] lr: 5.000e-03, eta: 19:52:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5521, loss_cls: 3.0845, loss: 3.0845, grad_norm: 7.8797 2021-08-17 08:23:31,499 - mmaction - INFO - Epoch [17][580/3520] lr: 5.000e-03, eta: 19:51:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5760, loss_cls: 3.0478, loss: 3.0478, grad_norm: 7.9501 2021-08-17 08:23:43,058 - mmaction - INFO - Epoch [17][600/3520] lr: 5.000e-03, eta: 19:51:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5844, loss_cls: 2.9980, loss: 2.9980, grad_norm: 8.0703 2021-08-17 08:23:54,632 - mmaction - INFO - Epoch [17][620/3520] lr: 5.000e-03, eta: 19:51:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5708, loss_cls: 3.0802, loss: 3.0802, grad_norm: 8.0813 2021-08-17 08:24:06,108 - mmaction - INFO - Epoch [17][640/3520] lr: 5.000e-03, eta: 19:51:13, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5604, loss_cls: 3.0511, loss: 3.0511, grad_norm: 8.0454 2021-08-17 08:24:17,637 - mmaction - INFO - Epoch [17][660/3520] lr: 5.000e-03, eta: 19:51:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5667, loss_cls: 3.0479, loss: 3.0479, grad_norm: 8.1479 2021-08-17 08:24:29,115 - mmaction - INFO - Epoch [17][680/3520] lr: 5.000e-03, eta: 19:50:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5792, loss_cls: 3.0458, loss: 3.0458, grad_norm: 7.9243 2021-08-17 08:24:40,609 - mmaction - INFO - Epoch [17][700/3520] lr: 5.000e-03, eta: 19:50:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5406, loss_cls: 3.1335, loss: 3.1335, grad_norm: 8.2705 2021-08-17 08:24:52,164 - mmaction - INFO - Epoch [17][720/3520] lr: 5.000e-03, eta: 19:50:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5490, loss_cls: 3.0858, loss: 3.0858, grad_norm: 8.2283 2021-08-17 08:25:03,664 - mmaction - INFO - Epoch [17][740/3520] lr: 5.000e-03, eta: 19:50:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5865, loss_cls: 3.0245, loss: 3.0245, grad_norm: 8.2951 2021-08-17 08:25:15,215 - mmaction - INFO - Epoch [17][760/3520] lr: 5.000e-03, eta: 19:49:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5771, loss_cls: 3.0217, loss: 3.0217, grad_norm: 7.9663 2021-08-17 08:25:26,693 - mmaction - INFO - Epoch [17][780/3520] lr: 5.000e-03, eta: 19:49:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5740, loss_cls: 3.0655, loss: 3.0655, grad_norm: 8.3808 2021-08-17 08:25:38,218 - mmaction - INFO - Epoch [17][800/3520] lr: 5.000e-03, eta: 19:49:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5604, loss_cls: 3.0985, loss: 3.0985, grad_norm: 8.0668 2021-08-17 08:25:49,801 - mmaction - INFO - Epoch [17][820/3520] lr: 5.000e-03, eta: 19:49:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5333, loss_cls: 3.1521, loss: 3.1521, grad_norm: 7.9217 2021-08-17 08:26:01,312 - mmaction - INFO - Epoch [17][840/3520] lr: 5.000e-03, eta: 19:49:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5708, loss_cls: 3.0642, loss: 3.0642, grad_norm: 7.9663 2021-08-17 08:26:12,814 - mmaction - INFO - Epoch [17][860/3520] lr: 5.000e-03, eta: 19:48:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5708, loss_cls: 3.0523, loss: 3.0523, grad_norm: 8.1917 2021-08-17 08:26:24,311 - mmaction - INFO - Epoch [17][880/3520] lr: 5.000e-03, eta: 19:48:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5667, loss_cls: 2.9808, loss: 2.9808, grad_norm: 7.9761 2021-08-17 08:26:35,807 - mmaction - INFO - Epoch [17][900/3520] lr: 5.000e-03, eta: 19:48:23, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5667, loss_cls: 3.0666, loss: 3.0666, grad_norm: 7.9492 2021-08-17 08:26:47,364 - mmaction - INFO - Epoch [17][920/3520] lr: 5.000e-03, eta: 19:48:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5323, loss_cls: 3.1682, loss: 3.1682, grad_norm: 8.1214 2021-08-17 08:26:58,842 - mmaction - INFO - Epoch [17][940/3520] lr: 5.000e-03, eta: 19:47:57, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5927, loss_cls: 2.9828, loss: 2.9828, grad_norm: 8.2474 2021-08-17 08:27:10,381 - mmaction - INFO - Epoch [17][960/3520] lr: 5.000e-03, eta: 19:47:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5833, loss_cls: 3.0228, loss: 3.0228, grad_norm: 8.1688 2021-08-17 08:27:21,908 - mmaction - INFO - Epoch [17][980/3520] lr: 5.000e-03, eta: 19:47:31, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 2.9906, loss: 2.9906, grad_norm: 7.9394 2021-08-17 08:27:33,393 - mmaction - INFO - Epoch [17][1000/3520] lr: 5.000e-03, eta: 19:47:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5948, loss_cls: 3.0080, loss: 3.0080, grad_norm: 8.2190 2021-08-17 08:27:44,954 - mmaction - INFO - Epoch [17][1020/3520] lr: 5.000e-03, eta: 19:47:05, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5458, loss_cls: 3.1619, loss: 3.1619, grad_norm: 8.2816 2021-08-17 08:27:56,546 - mmaction - INFO - Epoch [17][1040/3520] lr: 5.000e-03, eta: 19:46:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5896, loss_cls: 3.0297, loss: 3.0297, grad_norm: 7.9530 2021-08-17 08:28:08,023 - mmaction - INFO - Epoch [17][1060/3520] lr: 5.000e-03, eta: 19:46:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5802, loss_cls: 3.0271, loss: 3.0271, grad_norm: 8.0361 2021-08-17 08:28:19,569 - mmaction - INFO - Epoch [17][1080/3520] lr: 5.000e-03, eta: 19:46:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5750, loss_cls: 3.0130, loss: 3.0130, grad_norm: 7.7232 2021-08-17 08:28:31,096 - mmaction - INFO - Epoch [17][1100/3520] lr: 5.000e-03, eta: 19:46:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5604, loss_cls: 3.0929, loss: 3.0929, grad_norm: 8.0864 2021-08-17 08:28:42,659 - mmaction - INFO - Epoch [17][1120/3520] lr: 5.000e-03, eta: 19:46:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5448, loss_cls: 3.1219, loss: 3.1219, grad_norm: 8.0862 2021-08-17 08:28:54,127 - mmaction - INFO - Epoch [17][1140/3520] lr: 5.000e-03, eta: 19:45:47, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5687, loss_cls: 3.0748, loss: 3.0748, grad_norm: 8.1359 2021-08-17 08:29:05,686 - mmaction - INFO - Epoch [17][1160/3520] lr: 5.000e-03, eta: 19:45:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5687, loss_cls: 3.0592, loss: 3.0592, grad_norm: 8.0411 2021-08-17 08:29:17,217 - mmaction - INFO - Epoch [17][1180/3520] lr: 5.000e-03, eta: 19:45:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5833, loss_cls: 3.0500, loss: 3.0500, grad_norm: 7.9395 2021-08-17 08:29:28,820 - mmaction - INFO - Epoch [17][1200/3520] lr: 5.000e-03, eta: 19:45:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5948, loss_cls: 3.0309, loss: 3.0309, grad_norm: 8.1634 2021-08-17 08:29:40,406 - mmaction - INFO - Epoch [17][1220/3520] lr: 5.000e-03, eta: 19:44:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5583, loss_cls: 3.1398, loss: 3.1398, grad_norm: 8.2879 2021-08-17 08:29:51,989 - mmaction - INFO - Epoch [17][1240/3520] lr: 5.000e-03, eta: 19:44:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5542, loss_cls: 3.1372, loss: 3.1372, grad_norm: 8.1875 2021-08-17 08:30:03,547 - mmaction - INFO - Epoch [17][1260/3520] lr: 5.000e-03, eta: 19:44:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5854, loss_cls: 3.0702, loss: 3.0702, grad_norm: 7.8910 2021-08-17 08:30:15,113 - mmaction - INFO - Epoch [17][1280/3520] lr: 5.000e-03, eta: 19:44:17, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5625, loss_cls: 3.0783, loss: 3.0783, grad_norm: 8.1161 2021-08-17 08:30:26,644 - mmaction - INFO - Epoch [17][1300/3520] lr: 5.000e-03, eta: 19:44:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5635, loss_cls: 3.0736, loss: 3.0736, grad_norm: 8.2398 2021-08-17 08:30:38,116 - mmaction - INFO - Epoch [17][1320/3520] lr: 5.000e-03, eta: 19:43:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5583, loss_cls: 3.0651, loss: 3.0651, grad_norm: 8.0587 2021-08-17 08:30:49,645 - mmaction - INFO - Epoch [17][1340/3520] lr: 5.000e-03, eta: 19:43:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5750, loss_cls: 3.0507, loss: 3.0507, grad_norm: 7.7507 2021-08-17 08:31:01,151 - mmaction - INFO - Epoch [17][1360/3520] lr: 5.000e-03, eta: 19:43:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5344, loss_cls: 3.2043, loss: 3.2043, grad_norm: 8.0785 2021-08-17 08:31:12,740 - mmaction - INFO - Epoch [17][1380/3520] lr: 5.000e-03, eta: 19:43:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5813, loss_cls: 3.0273, loss: 3.0273, grad_norm: 7.7958 2021-08-17 08:31:24,287 - mmaction - INFO - Epoch [17][1400/3520] lr: 5.000e-03, eta: 19:42:59, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5552, loss_cls: 3.1121, loss: 3.1121, grad_norm: 7.9140 2021-08-17 08:31:35,931 - mmaction - INFO - Epoch [17][1420/3520] lr: 5.000e-03, eta: 19:42:46, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5885, loss_cls: 2.9857, loss: 2.9857, grad_norm: 8.2957 2021-08-17 08:31:47,432 - mmaction - INFO - Epoch [17][1440/3520] lr: 5.000e-03, eta: 19:42:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5656, loss_cls: 3.0397, loss: 3.0397, grad_norm: 8.1714 2021-08-17 08:31:58,863 - mmaction - INFO - Epoch [17][1460/3520] lr: 5.000e-03, eta: 19:42:20, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 2.9814, loss: 2.9814, grad_norm: 7.8893 2021-08-17 08:32:10,337 - mmaction - INFO - Epoch [17][1480/3520] lr: 5.000e-03, eta: 19:42:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5521, loss_cls: 3.0419, loss: 3.0419, grad_norm: 8.0823 2021-08-17 08:32:21,812 - mmaction - INFO - Epoch [17][1500/3520] lr: 5.000e-03, eta: 19:41:54, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5510, loss_cls: 3.0817, loss: 3.0817, grad_norm: 7.9981 2021-08-17 08:32:33,354 - mmaction - INFO - Epoch [17][1520/3520] lr: 5.000e-03, eta: 19:41:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5625, loss_cls: 3.0718, loss: 3.0718, grad_norm: 8.2483 2021-08-17 08:32:44,922 - mmaction - INFO - Epoch [17][1540/3520] lr: 5.000e-03, eta: 19:41:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5531, loss_cls: 3.0735, loss: 3.0735, grad_norm: 8.1524 2021-08-17 08:32:56,430 - mmaction - INFO - Epoch [17][1560/3520] lr: 5.000e-03, eta: 19:41:15, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2437, top5_acc: 0.5437, loss_cls: 3.1422, loss: 3.1422, grad_norm: 8.1492 2021-08-17 08:33:08,032 - mmaction - INFO - Epoch [17][1580/3520] lr: 5.000e-03, eta: 19:41:02, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5729, loss_cls: 3.0742, loss: 3.0742, grad_norm: 8.0753 2021-08-17 08:33:19,658 - mmaction - INFO - Epoch [17][1600/3520] lr: 5.000e-03, eta: 19:40:50, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5615, loss_cls: 2.9967, loss: 2.9967, grad_norm: 8.0141 2021-08-17 08:33:31,161 - mmaction - INFO - Epoch [17][1620/3520] lr: 5.000e-03, eta: 19:40:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5604, loss_cls: 3.1073, loss: 3.1073, grad_norm: 8.0762 2021-08-17 08:33:42,635 - mmaction - INFO - Epoch [17][1640/3520] lr: 5.000e-03, eta: 19:40:24, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5604, loss_cls: 3.0846, loss: 3.0846, grad_norm: 8.2313 2021-08-17 08:33:54,252 - mmaction - INFO - Epoch [17][1660/3520] lr: 5.000e-03, eta: 19:40:11, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5323, loss_cls: 3.1944, loss: 3.1944, grad_norm: 8.0306 2021-08-17 08:34:05,745 - mmaction - INFO - Epoch [17][1680/3520] lr: 5.000e-03, eta: 19:39:58, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.1365, loss: 3.1365, grad_norm: 7.9137 2021-08-17 08:34:17,275 - mmaction - INFO - Epoch [17][1700/3520] lr: 5.000e-03, eta: 19:39:45, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5500, loss_cls: 3.1288, loss: 3.1288, grad_norm: 8.4347 2021-08-17 08:34:28,847 - mmaction - INFO - Epoch [17][1720/3520] lr: 5.000e-03, eta: 19:39:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5646, loss_cls: 3.0513, loss: 3.0513, grad_norm: 8.0766 2021-08-17 08:34:40,354 - mmaction - INFO - Epoch [17][1740/3520] lr: 5.000e-03, eta: 19:39:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5677, loss_cls: 3.1330, loss: 3.1330, grad_norm: 8.1142 2021-08-17 08:34:51,908 - mmaction - INFO - Epoch [17][1760/3520] lr: 5.000e-03, eta: 19:39:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5615, loss_cls: 3.1384, loss: 3.1384, grad_norm: 7.9747 2021-08-17 08:35:03,481 - mmaction - INFO - Epoch [17][1780/3520] lr: 5.000e-03, eta: 19:38:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5521, loss_cls: 3.1556, loss: 3.1556, grad_norm: 7.9627 2021-08-17 08:35:14,990 - mmaction - INFO - Epoch [17][1800/3520] lr: 5.000e-03, eta: 19:38:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2469, top5_acc: 0.5490, loss_cls: 3.1799, loss: 3.1799, grad_norm: 8.0462 2021-08-17 08:35:26,533 - mmaction - INFO - Epoch [17][1820/3520] lr: 5.000e-03, eta: 19:38:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5427, loss_cls: 3.1234, loss: 3.1234, grad_norm: 7.7264 2021-08-17 08:35:38,060 - mmaction - INFO - Epoch [17][1840/3520] lr: 5.000e-03, eta: 19:38:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5552, loss_cls: 3.0551, loss: 3.0551, grad_norm: 7.7102 2021-08-17 08:35:49,571 - mmaction - INFO - Epoch [17][1860/3520] lr: 5.000e-03, eta: 19:38:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5740, loss_cls: 3.0717, loss: 3.0717, grad_norm: 7.9820 2021-08-17 08:36:01,171 - mmaction - INFO - Epoch [17][1880/3520] lr: 5.000e-03, eta: 19:37:49, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5677, loss_cls: 3.0245, loss: 3.0245, grad_norm: 8.0318 2021-08-17 08:36:12,763 - mmaction - INFO - Epoch [17][1900/3520] lr: 5.000e-03, eta: 19:37:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5531, loss_cls: 3.1571, loss: 3.1571, grad_norm: 8.4563 2021-08-17 08:36:24,264 - mmaction - INFO - Epoch [17][1920/3520] lr: 5.000e-03, eta: 19:37:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5990, loss_cls: 2.9510, loss: 2.9510, grad_norm: 7.8593 2021-08-17 08:36:35,758 - mmaction - INFO - Epoch [17][1940/3520] lr: 5.000e-03, eta: 19:37:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5365, loss_cls: 3.1596, loss: 3.1596, grad_norm: 8.5052 2021-08-17 08:36:47,263 - mmaction - INFO - Epoch [17][1960/3520] lr: 5.000e-03, eta: 19:36:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.0660, loss: 3.0660, grad_norm: 8.0048 2021-08-17 08:36:58,806 - mmaction - INFO - Epoch [17][1980/3520] lr: 5.000e-03, eta: 19:36:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5521, loss_cls: 3.1556, loss: 3.1556, grad_norm: 7.9558 2021-08-17 08:37:10,269 - mmaction - INFO - Epoch [17][2000/3520] lr: 5.000e-03, eta: 19:36:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5635, loss_cls: 3.1065, loss: 3.1065, grad_norm: 8.0532 2021-08-17 08:37:21,808 - mmaction - INFO - Epoch [17][2020/3520] lr: 5.000e-03, eta: 19:36:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5875, loss_cls: 3.0216, loss: 3.0216, grad_norm: 7.8304 2021-08-17 08:37:33,438 - mmaction - INFO - Epoch [17][2040/3520] lr: 5.000e-03, eta: 19:36:05, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5740, loss_cls: 3.0527, loss: 3.0527, grad_norm: 7.9783 2021-08-17 08:37:44,958 - mmaction - INFO - Epoch [17][2060/3520] lr: 5.000e-03, eta: 19:35:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5979, loss_cls: 2.9700, loss: 2.9700, grad_norm: 7.7440 2021-08-17 08:37:56,425 - mmaction - INFO - Epoch [17][2080/3520] lr: 5.000e-03, eta: 19:35:39, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5583, loss_cls: 3.0934, loss: 3.0934, grad_norm: 8.1748 2021-08-17 08:38:07,904 - mmaction - INFO - Epoch [17][2100/3520] lr: 5.000e-03, eta: 19:35:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5552, loss_cls: 3.1443, loss: 3.1443, grad_norm: 8.3038 2021-08-17 08:38:19,441 - mmaction - INFO - Epoch [17][2120/3520] lr: 5.000e-03, eta: 19:35:13, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5458, loss_cls: 3.1222, loss: 3.1222, grad_norm: 8.4155 2021-08-17 08:38:31,008 - mmaction - INFO - Epoch [17][2140/3520] lr: 5.000e-03, eta: 19:35:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5740, loss_cls: 3.0772, loss: 3.0772, grad_norm: 8.1338 2021-08-17 08:38:42,502 - mmaction - INFO - Epoch [17][2160/3520] lr: 5.000e-03, eta: 19:34:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5458, loss_cls: 3.1257, loss: 3.1257, grad_norm: 8.0513 2021-08-17 08:38:54,000 - mmaction - INFO - Epoch [17][2180/3520] lr: 5.000e-03, eta: 19:34:34, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5385, loss_cls: 3.1794, loss: 3.1794, grad_norm: 8.0572 2021-08-17 08:39:05,542 - mmaction - INFO - Epoch [17][2200/3520] lr: 5.000e-03, eta: 19:34:21, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5583, loss_cls: 3.0931, loss: 3.0931, grad_norm: 8.2796 2021-08-17 08:39:17,214 - mmaction - INFO - Epoch [17][2220/3520] lr: 5.000e-03, eta: 19:34:09, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5563, loss_cls: 3.0854, loss: 3.0854, grad_norm: 8.2986 2021-08-17 08:39:28,903 - mmaction - INFO - Epoch [17][2240/3520] lr: 5.000e-03, eta: 19:33:56, time: 0.585, data_time: 0.001, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5677, loss_cls: 3.1064, loss: 3.1064, grad_norm: 7.8959 2021-08-17 08:39:40,384 - mmaction - INFO - Epoch [17][2260/3520] lr: 5.000e-03, eta: 19:33:43, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5802, loss_cls: 3.0406, loss: 3.0406, grad_norm: 8.1298 2021-08-17 08:39:51,887 - mmaction - INFO - Epoch [17][2280/3520] lr: 5.000e-03, eta: 19:33:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5302, loss_cls: 3.2137, loss: 3.2137, grad_norm: 8.2820 2021-08-17 08:40:03,425 - mmaction - INFO - Epoch [17][2300/3520] lr: 5.000e-03, eta: 19:33:17, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5896, loss_cls: 3.0470, loss: 3.0470, grad_norm: 7.9497 2021-08-17 08:40:14,971 - mmaction - INFO - Epoch [17][2320/3520] lr: 5.000e-03, eta: 19:33:04, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5615, loss_cls: 3.1078, loss: 3.1078, grad_norm: 8.1359 2021-08-17 08:40:26,512 - mmaction - INFO - Epoch [17][2340/3520] lr: 5.000e-03, eta: 19:32:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5427, loss_cls: 3.1160, loss: 3.1160, grad_norm: 7.9396 2021-08-17 08:40:38,105 - mmaction - INFO - Epoch [17][2360/3520] lr: 5.000e-03, eta: 19:32:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5802, loss_cls: 3.0234, loss: 3.0234, grad_norm: 7.8593 2021-08-17 08:40:49,648 - mmaction - INFO - Epoch [17][2380/3520] lr: 5.000e-03, eta: 19:32:26, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5698, loss_cls: 3.0373, loss: 3.0373, grad_norm: 7.9166 2021-08-17 08:41:01,175 - mmaction - INFO - Epoch [17][2400/3520] lr: 5.000e-03, eta: 19:32:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5667, loss_cls: 3.0524, loss: 3.0524, grad_norm: 7.8214 2021-08-17 08:41:12,741 - mmaction - INFO - Epoch [17][2420/3520] lr: 5.000e-03, eta: 19:32:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5802, loss_cls: 3.0213, loss: 3.0213, grad_norm: 7.9068 2021-08-17 08:41:24,274 - mmaction - INFO - Epoch [17][2440/3520] lr: 5.000e-03, eta: 19:31:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5354, loss_cls: 3.1955, loss: 3.1955, grad_norm: 7.9984 2021-08-17 08:41:35,814 - mmaction - INFO - Epoch [17][2460/3520] lr: 5.000e-03, eta: 19:31:34, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5802, loss_cls: 2.9921, loss: 2.9921, grad_norm: 8.0398 2021-08-17 08:41:47,480 - mmaction - INFO - Epoch [17][2480/3520] lr: 5.000e-03, eta: 19:31:21, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5677, loss_cls: 3.0898, loss: 3.0898, grad_norm: 7.9399 2021-08-17 08:41:59,035 - mmaction - INFO - Epoch [17][2500/3520] lr: 5.000e-03, eta: 19:31:09, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5365, loss_cls: 3.1530, loss: 3.1530, grad_norm: 7.8384 2021-08-17 08:42:10,591 - mmaction - INFO - Epoch [17][2520/3520] lr: 5.000e-03, eta: 19:30:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5552, loss_cls: 3.1211, loss: 3.1211, grad_norm: 8.0595 2021-08-17 08:42:22,084 - mmaction - INFO - Epoch [17][2540/3520] lr: 5.000e-03, eta: 19:30:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5542, loss_cls: 3.1257, loss: 3.1257, grad_norm: 8.0133 2021-08-17 08:42:33,620 - mmaction - INFO - Epoch [17][2560/3520] lr: 5.000e-03, eta: 19:30:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5635, loss_cls: 3.0654, loss: 3.0654, grad_norm: 7.7818 2021-08-17 08:42:45,110 - mmaction - INFO - Epoch [17][2580/3520] lr: 5.000e-03, eta: 19:30:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2531, top5_acc: 0.5240, loss_cls: 3.1867, loss: 3.1867, grad_norm: 8.2710 2021-08-17 08:42:56,684 - mmaction - INFO - Epoch [17][2600/3520] lr: 5.000e-03, eta: 19:30:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5500, loss_cls: 3.1101, loss: 3.1101, grad_norm: 7.9603 2021-08-17 08:43:08,271 - mmaction - INFO - Epoch [17][2620/3520] lr: 5.000e-03, eta: 19:29:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5656, loss_cls: 3.0402, loss: 3.0402, grad_norm: 7.7497 2021-08-17 08:43:19,785 - mmaction - INFO - Epoch [17][2640/3520] lr: 5.000e-03, eta: 19:29:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5656, loss_cls: 3.0698, loss: 3.0698, grad_norm: 8.0649 2021-08-17 08:43:31,316 - mmaction - INFO - Epoch [17][2660/3520] lr: 5.000e-03, eta: 19:29:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5583, loss_cls: 3.1127, loss: 3.1127, grad_norm: 8.2831 2021-08-17 08:43:42,867 - mmaction - INFO - Epoch [17][2680/3520] lr: 5.000e-03, eta: 19:29:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5615, loss_cls: 3.0955, loss: 3.0955, grad_norm: 8.0414 2021-08-17 08:43:54,451 - mmaction - INFO - Epoch [17][2700/3520] lr: 5.000e-03, eta: 19:29:00, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5802, loss_cls: 3.0063, loss: 3.0063, grad_norm: 7.8397 2021-08-17 08:44:06,042 - mmaction - INFO - Epoch [17][2720/3520] lr: 5.000e-03, eta: 19:28:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5740, loss_cls: 3.0564, loss: 3.0564, grad_norm: 8.1393 2021-08-17 08:44:17,644 - mmaction - INFO - Epoch [17][2740/3520] lr: 5.000e-03, eta: 19:28:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5677, loss_cls: 3.0806, loss: 3.0806, grad_norm: 8.4507 2021-08-17 08:44:29,223 - mmaction - INFO - Epoch [17][2760/3520] lr: 5.000e-03, eta: 19:28:21, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5656, loss_cls: 3.1030, loss: 3.1030, grad_norm: 8.3123 2021-08-17 08:44:40,763 - mmaction - INFO - Epoch [17][2780/3520] lr: 5.000e-03, eta: 19:28:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5458, loss_cls: 3.0465, loss: 3.0465, grad_norm: 7.9150 2021-08-17 08:44:52,305 - mmaction - INFO - Epoch [17][2800/3520] lr: 5.000e-03, eta: 19:27:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5583, loss_cls: 3.1053, loss: 3.1053, grad_norm: 8.1609 2021-08-17 08:45:03,791 - mmaction - INFO - Epoch [17][2820/3520] lr: 5.000e-03, eta: 19:27:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5437, loss_cls: 3.1373, loss: 3.1373, grad_norm: 7.9976 2021-08-17 08:45:15,314 - mmaction - INFO - Epoch [17][2840/3520] lr: 5.000e-03, eta: 19:27:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5687, loss_cls: 3.1218, loss: 3.1218, grad_norm: 7.8904 2021-08-17 08:45:26,808 - mmaction - INFO - Epoch [17][2860/3520] lr: 5.000e-03, eta: 19:27:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5792, loss_cls: 3.0373, loss: 3.0373, grad_norm: 7.9354 2021-08-17 08:45:38,307 - mmaction - INFO - Epoch [17][2880/3520] lr: 5.000e-03, eta: 19:27:04, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5427, loss_cls: 3.1555, loss: 3.1555, grad_norm: 8.1223 2021-08-17 08:45:49,877 - mmaction - INFO - Epoch [17][2900/3520] lr: 5.000e-03, eta: 19:26:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5635, loss_cls: 3.0412, loss: 3.0412, grad_norm: 7.9594 2021-08-17 08:46:01,393 - mmaction - INFO - Epoch [17][2920/3520] lr: 5.000e-03, eta: 19:26:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2521, top5_acc: 0.5448, loss_cls: 3.1369, loss: 3.1369, grad_norm: 8.0285 2021-08-17 08:46:12,858 - mmaction - INFO - Epoch [17][2940/3520] lr: 5.000e-03, eta: 19:26:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5594, loss_cls: 3.1007, loss: 3.1007, grad_norm: 7.9316 2021-08-17 08:46:24,429 - mmaction - INFO - Epoch [17][2960/3520] lr: 5.000e-03, eta: 19:26:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5760, loss_cls: 3.0265, loss: 3.0265, grad_norm: 7.9786 2021-08-17 08:46:35,919 - mmaction - INFO - Epoch [17][2980/3520] lr: 5.000e-03, eta: 19:25:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5594, loss_cls: 3.0987, loss: 3.0987, grad_norm: 8.0513 2021-08-17 08:46:47,425 - mmaction - INFO - Epoch [17][3000/3520] lr: 5.000e-03, eta: 19:25:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3240, top5_acc: 0.6062, loss_cls: 2.9392, loss: 2.9392, grad_norm: 7.9314 2021-08-17 08:46:58,963 - mmaction - INFO - Epoch [17][3020/3520] lr: 5.000e-03, eta: 19:25:33, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5427, loss_cls: 3.1259, loss: 3.1259, grad_norm: 8.0668 2021-08-17 08:47:10,455 - mmaction - INFO - Epoch [17][3040/3520] lr: 5.000e-03, eta: 19:25:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5833, loss_cls: 2.9792, loss: 2.9792, grad_norm: 7.8053 2021-08-17 08:47:21,982 - mmaction - INFO - Epoch [17][3060/3520] lr: 5.000e-03, eta: 19:25:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5865, loss_cls: 2.9856, loss: 2.9856, grad_norm: 8.0521 2021-08-17 08:47:33,545 - mmaction - INFO - Epoch [17][3080/3520] lr: 5.000e-03, eta: 19:24:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5927, loss_cls: 2.9581, loss: 2.9581, grad_norm: 8.3133 2021-08-17 08:47:45,076 - mmaction - INFO - Epoch [17][3100/3520] lr: 5.000e-03, eta: 19:24:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5510, loss_cls: 3.1192, loss: 3.1192, grad_norm: 8.3491 2021-08-17 08:47:56,597 - mmaction - INFO - Epoch [17][3120/3520] lr: 5.000e-03, eta: 19:24:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5594, loss_cls: 3.1411, loss: 3.1411, grad_norm: 8.0885 2021-08-17 08:48:08,064 - mmaction - INFO - Epoch [17][3140/3520] lr: 5.000e-03, eta: 19:24:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5563, loss_cls: 3.1160, loss: 3.1160, grad_norm: 8.0524 2021-08-17 08:48:19,681 - mmaction - INFO - Epoch [17][3160/3520] lr: 5.000e-03, eta: 19:24:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5552, loss_cls: 3.1228, loss: 3.1228, grad_norm: 7.8169 2021-08-17 08:48:31,160 - mmaction - INFO - Epoch [17][3180/3520] lr: 5.000e-03, eta: 19:23:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5604, loss_cls: 3.1278, loss: 3.1278, grad_norm: 8.2685 2021-08-17 08:48:42,697 - mmaction - INFO - Epoch [17][3200/3520] lr: 5.000e-03, eta: 19:23:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5396, loss_cls: 3.1235, loss: 3.1235, grad_norm: 7.9953 2021-08-17 08:48:54,247 - mmaction - INFO - Epoch [17][3220/3520] lr: 5.000e-03, eta: 19:23:24, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5813, loss_cls: 3.0117, loss: 3.0117, grad_norm: 8.0251 2021-08-17 08:49:05,896 - mmaction - INFO - Epoch [17][3240/3520] lr: 5.000e-03, eta: 19:23:12, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5510, loss_cls: 3.0925, loss: 3.0925, grad_norm: 7.8202 2021-08-17 08:49:17,479 - mmaction - INFO - Epoch [17][3260/3520] lr: 5.000e-03, eta: 19:22:59, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5750, loss_cls: 3.0372, loss: 3.0372, grad_norm: 7.8779 2021-08-17 08:49:29,093 - mmaction - INFO - Epoch [17][3280/3520] lr: 5.000e-03, eta: 19:22:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5563, loss_cls: 3.1268, loss: 3.1268, grad_norm: 8.1038 2021-08-17 08:49:40,643 - mmaction - INFO - Epoch [17][3300/3520] lr: 5.000e-03, eta: 19:22:33, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5635, loss_cls: 3.0549, loss: 3.0549, grad_norm: 8.0219 2021-08-17 08:49:52,132 - mmaction - INFO - Epoch [17][3320/3520] lr: 5.000e-03, eta: 19:22:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5417, loss_cls: 3.0708, loss: 3.0708, grad_norm: 8.0827 2021-08-17 08:50:03,613 - mmaction - INFO - Epoch [17][3340/3520] lr: 5.000e-03, eta: 19:22:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5552, loss_cls: 3.0963, loss: 3.0963, grad_norm: 8.2110 2021-08-17 08:50:15,173 - mmaction - INFO - Epoch [17][3360/3520] lr: 5.000e-03, eta: 19:21:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5458, loss_cls: 3.1517, loss: 3.1517, grad_norm: 8.2051 2021-08-17 08:50:26,707 - mmaction - INFO - Epoch [17][3380/3520] lr: 5.000e-03, eta: 19:21:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5698, loss_cls: 3.1475, loss: 3.1475, grad_norm: 8.2102 2021-08-17 08:50:38,217 - mmaction - INFO - Epoch [17][3400/3520] lr: 5.000e-03, eta: 19:21:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5302, loss_cls: 3.1899, loss: 3.1899, grad_norm: 8.4016 2021-08-17 08:50:49,773 - mmaction - INFO - Epoch [17][3420/3520] lr: 5.000e-03, eta: 19:21:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2552, top5_acc: 0.5563, loss_cls: 3.1117, loss: 3.1117, grad_norm: 8.1332 2021-08-17 08:51:01,277 - mmaction - INFO - Epoch [17][3440/3520] lr: 5.000e-03, eta: 19:21:03, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2500, top5_acc: 0.5437, loss_cls: 3.1779, loss: 3.1779, grad_norm: 8.0863 2021-08-17 08:51:12,823 - mmaction - INFO - Epoch [17][3460/3520] lr: 5.000e-03, eta: 19:20:50, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5573, loss_cls: 3.0913, loss: 3.0913, grad_norm: 7.9771 2021-08-17 08:51:24,396 - mmaction - INFO - Epoch [17][3480/3520] lr: 5.000e-03, eta: 19:20:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5375, loss_cls: 3.1903, loss: 3.1903, grad_norm: 7.9731 2021-08-17 08:51:35,945 - mmaction - INFO - Epoch [17][3500/3520] lr: 5.000e-03, eta: 19:20:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5396, loss_cls: 3.1536, loss: 3.1536, grad_norm: 8.2595 2021-08-17 08:51:46,998 - mmaction - INFO - Epoch [17][3520/3520] lr: 5.000e-03, eta: 19:20:11, time: 0.552, data_time: 0.002, memory: 8335, top1_acc: 0.2848, top5_acc: 0.5533, loss_cls: 3.1010, loss: 3.1010, grad_norm: 8.0742 2021-08-17 08:51:48,933 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-08-17 08:53:07,181 - mmaction - INFO - Epoch [18][20/3520] lr: 5.000e-03, eta: 19:22:05, time: 3.856, data_time: 3.277, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.1357, loss: 3.1357, grad_norm: 7.9644 2021-08-17 08:53:18,692 - mmaction - INFO - Epoch [18][40/3520] lr: 5.000e-03, eta: 19:21:52, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5479, loss_cls: 3.1757, loss: 3.1757, grad_norm: 7.9346 2021-08-17 08:53:30,170 - mmaction - INFO - Epoch [18][60/3520] lr: 5.000e-03, eta: 19:21:39, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5771, loss_cls: 3.0497, loss: 3.0497, grad_norm: 8.2053 2021-08-17 08:53:41,683 - mmaction - INFO - Epoch [18][80/3520] lr: 5.000e-03, eta: 19:21:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5573, loss_cls: 3.0779, loss: 3.0779, grad_norm: 7.8975 2021-08-17 08:53:53,196 - mmaction - INFO - Epoch [18][100/3520] lr: 5.000e-03, eta: 19:21:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5729, loss_cls: 3.0280, loss: 3.0280, grad_norm: 7.9427 2021-08-17 08:54:04,653 - mmaction - INFO - Epoch [18][120/3520] lr: 5.000e-03, eta: 19:21:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5667, loss_cls: 3.0013, loss: 3.0013, grad_norm: 7.9299 2021-08-17 08:54:16,247 - mmaction - INFO - Epoch [18][140/3520] lr: 5.000e-03, eta: 19:20:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5552, loss_cls: 3.1385, loss: 3.1385, grad_norm: 8.0854 2021-08-17 08:54:27,742 - mmaction - INFO - Epoch [18][160/3520] lr: 5.000e-03, eta: 19:20:34, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5563, loss_cls: 3.0445, loss: 3.0445, grad_norm: 7.9436 2021-08-17 08:54:39,274 - mmaction - INFO - Epoch [18][180/3520] lr: 5.000e-03, eta: 19:20:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5708, loss_cls: 3.1262, loss: 3.1262, grad_norm: 7.8894 2021-08-17 08:54:50,746 - mmaction - INFO - Epoch [18][200/3520] lr: 5.000e-03, eta: 19:20:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5854, loss_cls: 2.9636, loss: 2.9636, grad_norm: 7.7834 2021-08-17 08:55:02,283 - mmaction - INFO - Epoch [18][220/3520] lr: 5.000e-03, eta: 19:19:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5687, loss_cls: 3.0238, loss: 3.0238, grad_norm: 8.0874 2021-08-17 08:55:13,787 - mmaction - INFO - Epoch [18][240/3520] lr: 5.000e-03, eta: 19:19:43, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5646, loss_cls: 3.0365, loss: 3.0365, grad_norm: 7.9607 2021-08-17 08:55:25,310 - mmaction - INFO - Epoch [18][260/3520] lr: 5.000e-03, eta: 19:19:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5604, loss_cls: 3.0321, loss: 3.0321, grad_norm: 8.0826 2021-08-17 08:55:36,815 - mmaction - INFO - Epoch [18][280/3520] lr: 5.000e-03, eta: 19:19:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5646, loss_cls: 3.1181, loss: 3.1181, grad_norm: 7.9956 2021-08-17 08:55:48,436 - mmaction - INFO - Epoch [18][300/3520] lr: 5.000e-03, eta: 19:19:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.0870, loss: 3.0870, grad_norm: 7.8730 2021-08-17 08:55:59,996 - mmaction - INFO - Epoch [18][320/3520] lr: 5.000e-03, eta: 19:18:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5521, loss_cls: 3.1279, loss: 3.1279, grad_norm: 8.1480 2021-08-17 08:56:11,477 - mmaction - INFO - Epoch [18][340/3520] lr: 5.000e-03, eta: 19:18:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5771, loss_cls: 3.0745, loss: 3.0745, grad_norm: 8.1776 2021-08-17 08:56:22,969 - mmaction - INFO - Epoch [18][360/3520] lr: 5.000e-03, eta: 19:18:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5396, loss_cls: 3.1177, loss: 3.1177, grad_norm: 7.6553 2021-08-17 08:56:34,490 - mmaction - INFO - Epoch [18][380/3520] lr: 5.000e-03, eta: 19:18:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.0416, loss: 3.0416, grad_norm: 8.1109 2021-08-17 08:56:45,966 - mmaction - INFO - Epoch [18][400/3520] lr: 5.000e-03, eta: 19:17:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5823, loss_cls: 3.0489, loss: 3.0489, grad_norm: 8.1403 2021-08-17 08:56:57,452 - mmaction - INFO - Epoch [18][420/3520] lr: 5.000e-03, eta: 19:17:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5885, loss_cls: 2.9960, loss: 2.9960, grad_norm: 7.9563 2021-08-17 08:57:09,080 - mmaction - INFO - Epoch [18][440/3520] lr: 5.000e-03, eta: 19:17:33, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5896, loss_cls: 2.9462, loss: 2.9462, grad_norm: 7.9523 2021-08-17 08:57:20,546 - mmaction - INFO - Epoch [18][460/3520] lr: 5.000e-03, eta: 19:17:20, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5760, loss_cls: 3.0210, loss: 3.0210, grad_norm: 7.9977 2021-08-17 08:57:32,079 - mmaction - INFO - Epoch [18][480/3520] lr: 5.000e-03, eta: 19:17:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5677, loss_cls: 3.0231, loss: 3.0231, grad_norm: 7.8719 2021-08-17 08:57:43,603 - mmaction - INFO - Epoch [18][500/3520] lr: 5.000e-03, eta: 19:16:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5687, loss_cls: 3.0395, loss: 3.0395, grad_norm: 8.0856 2021-08-17 08:57:55,124 - mmaction - INFO - Epoch [18][520/3520] lr: 5.000e-03, eta: 19:16:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5531, loss_cls: 3.0980, loss: 3.0980, grad_norm: 7.9698 2021-08-17 08:58:06,624 - mmaction - INFO - Epoch [18][540/3520] lr: 5.000e-03, eta: 19:16:29, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5635, loss_cls: 3.1009, loss: 3.1009, grad_norm: 7.9376 2021-08-17 08:58:18,210 - mmaction - INFO - Epoch [18][560/3520] lr: 5.000e-03, eta: 19:16:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5729, loss_cls: 3.0237, loss: 3.0237, grad_norm: 7.8229 2021-08-17 08:58:29,750 - mmaction - INFO - Epoch [18][580/3520] lr: 5.000e-03, eta: 19:16:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5615, loss_cls: 3.0633, loss: 3.0633, grad_norm: 7.9456 2021-08-17 08:58:41,249 - mmaction - INFO - Epoch [18][600/3520] lr: 5.000e-03, eta: 19:15:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5458, loss_cls: 3.0857, loss: 3.0857, grad_norm: 8.0298 2021-08-17 08:58:52,767 - mmaction - INFO - Epoch [18][620/3520] lr: 5.000e-03, eta: 19:15:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5469, loss_cls: 3.1590, loss: 3.1590, grad_norm: 8.0374 2021-08-17 08:59:04,327 - mmaction - INFO - Epoch [18][640/3520] lr: 5.000e-03, eta: 19:15:24, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5719, loss_cls: 3.0256, loss: 3.0256, grad_norm: 7.8928 2021-08-17 08:59:15,940 - mmaction - INFO - Epoch [18][660/3520] lr: 5.000e-03, eta: 19:15:11, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5542, loss_cls: 3.0619, loss: 3.0619, grad_norm: 8.0426 2021-08-17 08:59:27,472 - mmaction - INFO - Epoch [18][680/3520] lr: 5.000e-03, eta: 19:14:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5635, loss_cls: 3.1170, loss: 3.1170, grad_norm: 8.0851 2021-08-17 08:59:38,960 - mmaction - INFO - Epoch [18][700/3520] lr: 5.000e-03, eta: 19:14:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3292, top5_acc: 0.6135, loss_cls: 2.9464, loss: 2.9464, grad_norm: 8.0802 2021-08-17 08:59:50,504 - mmaction - INFO - Epoch [18][720/3520] lr: 5.000e-03, eta: 19:14:33, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5604, loss_cls: 3.0589, loss: 3.0589, grad_norm: 8.0838 2021-08-17 09:00:02,051 - mmaction - INFO - Epoch [18][740/3520] lr: 5.000e-03, eta: 19:14:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5813, loss_cls: 3.0406, loss: 3.0406, grad_norm: 7.8193 2021-08-17 09:00:13,504 - mmaction - INFO - Epoch [18][760/3520] lr: 5.000e-03, eta: 19:14:07, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5719, loss_cls: 3.0774, loss: 3.0774, grad_norm: 8.0634 2021-08-17 09:00:25,155 - mmaction - INFO - Epoch [18][780/3520] lr: 5.000e-03, eta: 19:13:54, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.0428, loss: 3.0428, grad_norm: 8.0728 2021-08-17 09:00:36,734 - mmaction - INFO - Epoch [18][800/3520] lr: 5.000e-03, eta: 19:13:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5771, loss_cls: 3.0691, loss: 3.0691, grad_norm: 7.8897 2021-08-17 09:00:48,312 - mmaction - INFO - Epoch [18][820/3520] lr: 5.000e-03, eta: 19:13:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.1500, loss: 3.1500, grad_norm: 8.1380 2021-08-17 09:00:59,839 - mmaction - INFO - Epoch [18][840/3520] lr: 5.000e-03, eta: 19:13:16, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.0429, loss: 3.0429, grad_norm: 7.9010 2021-08-17 09:01:11,481 - mmaction - INFO - Epoch [18][860/3520] lr: 5.000e-03, eta: 19:13:03, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5823, loss_cls: 3.0297, loss: 3.0297, grad_norm: 8.1788 2021-08-17 09:01:22,983 - mmaction - INFO - Epoch [18][880/3520] lr: 5.000e-03, eta: 19:12:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5687, loss_cls: 3.0346, loss: 3.0346, grad_norm: 7.9350 2021-08-17 09:01:34,491 - mmaction - INFO - Epoch [18][900/3520] lr: 5.000e-03, eta: 19:12:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5521, loss_cls: 3.1125, loss: 3.1125, grad_norm: 8.1776 2021-08-17 09:01:46,022 - mmaction - INFO - Epoch [18][920/3520] lr: 5.000e-03, eta: 19:12:24, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3146, top5_acc: 0.6000, loss_cls: 2.9721, loss: 2.9721, grad_norm: 7.6471 2021-08-17 09:01:57,545 - mmaction - INFO - Epoch [18][940/3520] lr: 5.000e-03, eta: 19:12:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5375, loss_cls: 3.1974, loss: 3.1974, grad_norm: 8.1201 2021-08-17 09:02:09,033 - mmaction - INFO - Epoch [18][960/3520] lr: 5.000e-03, eta: 19:11:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5448, loss_cls: 3.1490, loss: 3.1490, grad_norm: 7.9142 2021-08-17 09:02:20,581 - mmaction - INFO - Epoch [18][980/3520] lr: 5.000e-03, eta: 19:11:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5646, loss_cls: 3.0328, loss: 3.0328, grad_norm: 7.8775 2021-08-17 09:02:32,066 - mmaction - INFO - Epoch [18][1000/3520] lr: 5.000e-03, eta: 19:11:32, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5469, loss_cls: 3.1110, loss: 3.1110, grad_norm: 8.0361 2021-08-17 09:02:43,599 - mmaction - INFO - Epoch [18][1020/3520] lr: 5.000e-03, eta: 19:11:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5740, loss_cls: 3.0414, loss: 3.0414, grad_norm: 8.0475 2021-08-17 09:02:55,147 - mmaction - INFO - Epoch [18][1040/3520] lr: 5.000e-03, eta: 19:11:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5510, loss_cls: 3.0969, loss: 3.0969, grad_norm: 8.0639 2021-08-17 09:03:06,666 - mmaction - INFO - Epoch [18][1060/3520] lr: 5.000e-03, eta: 19:10:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5542, loss_cls: 3.1254, loss: 3.1254, grad_norm: 7.9534 2021-08-17 09:03:18,214 - mmaction - INFO - Epoch [18][1080/3520] lr: 5.000e-03, eta: 19:10:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5385, loss_cls: 3.1951, loss: 3.1951, grad_norm: 8.3192 2021-08-17 09:03:29,745 - mmaction - INFO - Epoch [18][1100/3520] lr: 5.000e-03, eta: 19:10:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5500, loss_cls: 3.1294, loss: 3.1294, grad_norm: 8.0316 2021-08-17 09:03:41,191 - mmaction - INFO - Epoch [18][1120/3520] lr: 5.000e-03, eta: 19:10:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5771, loss_cls: 3.0444, loss: 3.0444, grad_norm: 8.3455 2021-08-17 09:03:52,760 - mmaction - INFO - Epoch [18][1140/3520] lr: 5.000e-03, eta: 19:10:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5542, loss_cls: 3.1216, loss: 3.1216, grad_norm: 8.2320 2021-08-17 09:04:04,264 - mmaction - INFO - Epoch [18][1160/3520] lr: 5.000e-03, eta: 19:09:49, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5875, loss_cls: 3.0539, loss: 3.0539, grad_norm: 8.1033 2021-08-17 09:04:15,796 - mmaction - INFO - Epoch [18][1180/3520] lr: 5.000e-03, eta: 19:09:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5500, loss_cls: 3.1013, loss: 3.1013, grad_norm: 8.3312 2021-08-17 09:04:27,404 - mmaction - INFO - Epoch [18][1200/3520] lr: 5.000e-03, eta: 19:09:24, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5490, loss_cls: 3.0254, loss: 3.0254, grad_norm: 7.9205 2021-08-17 09:04:38,980 - mmaction - INFO - Epoch [18][1220/3520] lr: 5.000e-03, eta: 19:09:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5687, loss_cls: 3.0517, loss: 3.0517, grad_norm: 7.9956 2021-08-17 09:04:50,459 - mmaction - INFO - Epoch [18][1240/3520] lr: 5.000e-03, eta: 19:08:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5667, loss_cls: 3.0985, loss: 3.0985, grad_norm: 8.0501 2021-08-17 09:05:01,986 - mmaction - INFO - Epoch [18][1260/3520] lr: 5.000e-03, eta: 19:08:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5583, loss_cls: 3.0919, loss: 3.0919, grad_norm: 8.3189 2021-08-17 09:05:13,531 - mmaction - INFO - Epoch [18][1280/3520] lr: 5.000e-03, eta: 19:08:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5365, loss_cls: 3.1790, loss: 3.1790, grad_norm: 8.0905 2021-08-17 09:05:25,065 - mmaction - INFO - Epoch [18][1300/3520] lr: 5.000e-03, eta: 19:08:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5437, loss_cls: 3.1826, loss: 3.1826, grad_norm: 8.2454 2021-08-17 09:05:36,526 - mmaction - INFO - Epoch [18][1320/3520] lr: 5.000e-03, eta: 19:08:06, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5615, loss_cls: 3.0461, loss: 3.0461, grad_norm: 7.9331 2021-08-17 09:05:48,046 - mmaction - INFO - Epoch [18][1340/3520] lr: 5.000e-03, eta: 19:07:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5500, loss_cls: 3.0653, loss: 3.0653, grad_norm: 8.0697 2021-08-17 09:05:59,573 - mmaction - INFO - Epoch [18][1360/3520] lr: 5.000e-03, eta: 19:07:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 2.9129, loss: 2.9129, grad_norm: 8.0584 2021-08-17 09:06:11,083 - mmaction - INFO - Epoch [18][1380/3520] lr: 5.000e-03, eta: 19:07:28, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5625, loss_cls: 3.1376, loss: 3.1376, grad_norm: 8.0559 2021-08-17 09:06:22,559 - mmaction - INFO - Epoch [18][1400/3520] lr: 5.000e-03, eta: 19:07:15, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3063, top5_acc: 0.5833, loss_cls: 3.0463, loss: 3.0463, grad_norm: 8.0762 2021-08-17 09:06:34,127 - mmaction - INFO - Epoch [18][1420/3520] lr: 5.000e-03, eta: 19:07:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5740, loss_cls: 3.0699, loss: 3.0699, grad_norm: 8.2019 2021-08-17 09:06:45,599 - mmaction - INFO - Epoch [18][1440/3520] lr: 5.000e-03, eta: 19:06:49, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5677, loss_cls: 3.0510, loss: 3.0510, grad_norm: 7.9723 2021-08-17 09:06:57,142 - mmaction - INFO - Epoch [18][1460/3520] lr: 5.000e-03, eta: 19:06:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5677, loss_cls: 3.0034, loss: 3.0034, grad_norm: 7.8559 2021-08-17 09:07:08,610 - mmaction - INFO - Epoch [18][1480/3520] lr: 5.000e-03, eta: 19:06:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5740, loss_cls: 2.9966, loss: 2.9966, grad_norm: 8.1573 2021-08-17 09:07:20,142 - mmaction - INFO - Epoch [18][1500/3520] lr: 5.000e-03, eta: 19:06:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5604, loss_cls: 3.0894, loss: 3.0894, grad_norm: 7.8784 2021-08-17 09:07:31,683 - mmaction - INFO - Epoch [18][1520/3520] lr: 5.000e-03, eta: 19:05:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5958, loss_cls: 2.9485, loss: 2.9485, grad_norm: 7.7560 2021-08-17 09:07:43,309 - mmaction - INFO - Epoch [18][1540/3520] lr: 5.000e-03, eta: 19:05:45, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5615, loss_cls: 3.1149, loss: 3.1149, grad_norm: 8.0838 2021-08-17 09:07:54,730 - mmaction - INFO - Epoch [18][1560/3520] lr: 5.000e-03, eta: 19:05:32, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5333, loss_cls: 3.1220, loss: 3.1220, grad_norm: 8.0919 2021-08-17 09:08:06,238 - mmaction - INFO - Epoch [18][1580/3520] lr: 5.000e-03, eta: 19:05:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5792, loss_cls: 2.9930, loss: 2.9930, grad_norm: 8.1505 2021-08-17 09:08:17,707 - mmaction - INFO - Epoch [18][1600/3520] lr: 5.000e-03, eta: 19:05:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5396, loss_cls: 3.1835, loss: 3.1835, grad_norm: 8.3196 2021-08-17 09:08:29,274 - mmaction - INFO - Epoch [18][1620/3520] lr: 5.000e-03, eta: 19:04:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5677, loss_cls: 3.1298, loss: 3.1298, grad_norm: 8.1124 2021-08-17 09:08:40,862 - mmaction - INFO - Epoch [18][1640/3520] lr: 5.000e-03, eta: 19:04:40, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5396, loss_cls: 3.1585, loss: 3.1585, grad_norm: 8.1895 2021-08-17 09:08:52,349 - mmaction - INFO - Epoch [18][1660/3520] lr: 5.000e-03, eta: 19:04:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2479, top5_acc: 0.5302, loss_cls: 3.2026, loss: 3.2026, grad_norm: 8.3189 2021-08-17 09:09:03,838 - mmaction - INFO - Epoch [18][1680/3520] lr: 5.000e-03, eta: 19:04:14, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5208, loss_cls: 3.2184, loss: 3.2184, grad_norm: 8.1302 2021-08-17 09:09:15,324 - mmaction - INFO - Epoch [18][1700/3520] lr: 5.000e-03, eta: 19:04:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5760, loss_cls: 3.0482, loss: 3.0482, grad_norm: 7.8451 2021-08-17 09:09:26,910 - mmaction - INFO - Epoch [18][1720/3520] lr: 5.000e-03, eta: 19:03:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5792, loss_cls: 3.0993, loss: 3.0993, grad_norm: 8.0596 2021-08-17 09:09:38,387 - mmaction - INFO - Epoch [18][1740/3520] lr: 5.000e-03, eta: 19:03:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5437, loss_cls: 3.0912, loss: 3.0912, grad_norm: 8.0003 2021-08-17 09:09:49,927 - mmaction - INFO - Epoch [18][1760/3520] lr: 5.000e-03, eta: 19:03:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5677, loss_cls: 3.0638, loss: 3.0638, grad_norm: 8.0086 2021-08-17 09:10:01,419 - mmaction - INFO - Epoch [18][1780/3520] lr: 5.000e-03, eta: 19:03:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5552, loss_cls: 3.0837, loss: 3.0837, grad_norm: 8.0153 2021-08-17 09:10:12,977 - mmaction - INFO - Epoch [18][1800/3520] lr: 5.000e-03, eta: 19:02:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5708, loss_cls: 3.0516, loss: 3.0516, grad_norm: 8.0665 2021-08-17 09:10:24,533 - mmaction - INFO - Epoch [18][1820/3520] lr: 5.000e-03, eta: 19:02:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5563, loss_cls: 3.1040, loss: 3.1040, grad_norm: 7.9465 2021-08-17 09:10:36,045 - mmaction - INFO - Epoch [18][1840/3520] lr: 5.000e-03, eta: 19:02:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5677, loss_cls: 3.0580, loss: 3.0580, grad_norm: 7.7797 2021-08-17 09:10:47,636 - mmaction - INFO - Epoch [18][1860/3520] lr: 5.000e-03, eta: 19:02:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5687, loss_cls: 3.0492, loss: 3.0492, grad_norm: 7.9432 2021-08-17 09:10:59,113 - mmaction - INFO - Epoch [18][1880/3520] lr: 5.000e-03, eta: 19:02:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5469, loss_cls: 3.0525, loss: 3.0525, grad_norm: 7.8467 2021-08-17 09:11:10,635 - mmaction - INFO - Epoch [18][1900/3520] lr: 5.000e-03, eta: 19:01:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5552, loss_cls: 3.1286, loss: 3.1286, grad_norm: 8.0303 2021-08-17 09:11:22,158 - mmaction - INFO - Epoch [18][1920/3520] lr: 5.000e-03, eta: 19:01:40, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3042, top5_acc: 0.5833, loss_cls: 3.0207, loss: 3.0207, grad_norm: 7.8278 2021-08-17 09:11:33,714 - mmaction - INFO - Epoch [18][1940/3520] lr: 5.000e-03, eta: 19:01:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5552, loss_cls: 3.1476, loss: 3.1476, grad_norm: 7.9375 2021-08-17 09:11:45,192 - mmaction - INFO - Epoch [18][1960/3520] lr: 5.000e-03, eta: 19:01:14, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5896, loss_cls: 3.0265, loss: 3.0265, grad_norm: 7.8495 2021-08-17 09:11:56,712 - mmaction - INFO - Epoch [18][1980/3520] lr: 5.000e-03, eta: 19:01:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5885, loss_cls: 3.0393, loss: 3.0393, grad_norm: 8.1382 2021-08-17 09:12:08,264 - mmaction - INFO - Epoch [18][2000/3520] lr: 5.000e-03, eta: 19:00:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5604, loss_cls: 3.0727, loss: 3.0727, grad_norm: 8.1059 2021-08-17 09:12:19,789 - mmaction - INFO - Epoch [18][2020/3520] lr: 5.000e-03, eta: 19:00:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1183, loss: 3.1183, grad_norm: 8.2456 2021-08-17 09:12:31,277 - mmaction - INFO - Epoch [18][2040/3520] lr: 5.000e-03, eta: 19:00:23, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5615, loss_cls: 3.0531, loss: 3.0531, grad_norm: 8.1094 2021-08-17 09:12:42,975 - mmaction - INFO - Epoch [18][2060/3520] lr: 5.000e-03, eta: 19:00:10, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.2458, top5_acc: 0.5417, loss_cls: 3.1651, loss: 3.1651, grad_norm: 8.2217 2021-08-17 09:12:54,568 - mmaction - INFO - Epoch [18][2080/3520] lr: 5.000e-03, eta: 18:59:58, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5719, loss_cls: 3.0132, loss: 3.0132, grad_norm: 7.9897 2021-08-17 09:13:06,064 - mmaction - INFO - Epoch [18][2100/3520] lr: 5.000e-03, eta: 18:59:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2406, top5_acc: 0.5469, loss_cls: 3.1595, loss: 3.1595, grad_norm: 8.2303 2021-08-17 09:13:17,684 - mmaction - INFO - Epoch [18][2120/3520] lr: 5.000e-03, eta: 18:59:32, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.1060, loss: 3.1060, grad_norm: 8.1857 2021-08-17 09:13:29,200 - mmaction - INFO - Epoch [18][2140/3520] lr: 5.000e-03, eta: 18:59:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5510, loss_cls: 3.1031, loss: 3.1031, grad_norm: 8.1388 2021-08-17 09:13:40,760 - mmaction - INFO - Epoch [18][2160/3520] lr: 5.000e-03, eta: 18:59:06, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5396, loss_cls: 3.1933, loss: 3.1933, grad_norm: 8.1943 2021-08-17 09:13:52,233 - mmaction - INFO - Epoch [18][2180/3520] lr: 5.000e-03, eta: 18:58:53, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5813, loss_cls: 3.0195, loss: 3.0195, grad_norm: 8.0150 2021-08-17 09:14:03,750 - mmaction - INFO - Epoch [18][2200/3520] lr: 5.000e-03, eta: 18:58:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5729, loss_cls: 3.0270, loss: 3.0270, grad_norm: 8.0744 2021-08-17 09:14:15,245 - mmaction - INFO - Epoch [18][2220/3520] lr: 5.000e-03, eta: 18:58:28, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5750, loss_cls: 3.0375, loss: 3.0375, grad_norm: 7.5086 2021-08-17 09:14:26,728 - mmaction - INFO - Epoch [18][2240/3520] lr: 5.000e-03, eta: 18:58:15, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5594, loss_cls: 3.0589, loss: 3.0589, grad_norm: 7.9513 2021-08-17 09:14:38,305 - mmaction - INFO - Epoch [18][2260/3520] lr: 5.000e-03, eta: 18:58:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5604, loss_cls: 3.0851, loss: 3.0851, grad_norm: 7.8730 2021-08-17 09:14:49,779 - mmaction - INFO - Epoch [18][2280/3520] lr: 5.000e-03, eta: 18:57:49, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5396, loss_cls: 3.1570, loss: 3.1570, grad_norm: 8.0781 2021-08-17 09:15:01,305 - mmaction - INFO - Epoch [18][2300/3520] lr: 5.000e-03, eta: 18:57:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5802, loss_cls: 3.0365, loss: 3.0365, grad_norm: 7.9488 2021-08-17 09:15:12,826 - mmaction - INFO - Epoch [18][2320/3520] lr: 5.000e-03, eta: 18:57:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.0828, loss: 3.0828, grad_norm: 7.9376 2021-08-17 09:15:24,356 - mmaction - INFO - Epoch [18][2340/3520] lr: 5.000e-03, eta: 18:57:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 2.9448, loss: 2.9448, grad_norm: 7.7768 2021-08-17 09:15:35,851 - mmaction - INFO - Epoch [18][2360/3520] lr: 5.000e-03, eta: 18:56:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.0476, loss: 3.0476, grad_norm: 7.9398 2021-08-17 09:15:47,419 - mmaction - INFO - Epoch [18][2380/3520] lr: 5.000e-03, eta: 18:56:45, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5646, loss_cls: 3.0487, loss: 3.0487, grad_norm: 7.8468 2021-08-17 09:15:58,940 - mmaction - INFO - Epoch [18][2400/3520] lr: 5.000e-03, eta: 18:56:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5906, loss_cls: 3.0433, loss: 3.0433, grad_norm: 8.0842 2021-08-17 09:16:10,481 - mmaction - INFO - Epoch [18][2420/3520] lr: 5.000e-03, eta: 18:56:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5604, loss_cls: 3.0611, loss: 3.0611, grad_norm: 8.0089 2021-08-17 09:16:22,049 - mmaction - INFO - Epoch [18][2440/3520] lr: 5.000e-03, eta: 18:56:06, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5729, loss_cls: 3.0713, loss: 3.0713, grad_norm: 8.1467 2021-08-17 09:16:33,574 - mmaction - INFO - Epoch [18][2460/3520] lr: 5.000e-03, eta: 18:55:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3042, top5_acc: 0.5760, loss_cls: 2.9876, loss: 2.9876, grad_norm: 8.2666 2021-08-17 09:16:45,051 - mmaction - INFO - Epoch [18][2480/3520] lr: 5.000e-03, eta: 18:55:41, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3104, top5_acc: 0.6052, loss_cls: 2.8745, loss: 2.8745, grad_norm: 7.8085 2021-08-17 09:16:56,606 - mmaction - INFO - Epoch [18][2500/3520] lr: 5.000e-03, eta: 18:55:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5583, loss_cls: 3.0713, loss: 3.0713, grad_norm: 7.9666 2021-08-17 09:17:08,100 - mmaction - INFO - Epoch [18][2520/3520] lr: 5.000e-03, eta: 18:55:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5792, loss_cls: 3.0667, loss: 3.0667, grad_norm: 8.0183 2021-08-17 09:17:19,632 - mmaction - INFO - Epoch [18][2540/3520] lr: 5.000e-03, eta: 18:55:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5729, loss_cls: 3.0942, loss: 3.0942, grad_norm: 8.1899 2021-08-17 09:17:31,138 - mmaction - INFO - Epoch [18][2560/3520] lr: 5.000e-03, eta: 18:54:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5823, loss_cls: 3.0220, loss: 3.0220, grad_norm: 7.9275 2021-08-17 09:17:42,738 - mmaction - INFO - Epoch [18][2580/3520] lr: 5.000e-03, eta: 18:54:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5740, loss_cls: 3.0313, loss: 3.0313, grad_norm: 8.0591 2021-08-17 09:17:54,223 - mmaction - INFO - Epoch [18][2600/3520] lr: 5.000e-03, eta: 18:54:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5854, loss_cls: 3.0098, loss: 3.0098, grad_norm: 7.9488 2021-08-17 09:18:05,762 - mmaction - INFO - Epoch [18][2620/3520] lr: 5.000e-03, eta: 18:54:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5344, loss_cls: 3.2217, loss: 3.2217, grad_norm: 8.1679 2021-08-17 09:18:17,270 - mmaction - INFO - Epoch [18][2640/3520] lr: 5.000e-03, eta: 18:53:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5510, loss_cls: 3.1232, loss: 3.1232, grad_norm: 8.5920 2021-08-17 09:18:28,822 - mmaction - INFO - Epoch [18][2660/3520] lr: 5.000e-03, eta: 18:53:45, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5573, loss_cls: 3.1532, loss: 3.1532, grad_norm: 8.0653 2021-08-17 09:18:40,334 - mmaction - INFO - Epoch [18][2680/3520] lr: 5.000e-03, eta: 18:53:32, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3042, top5_acc: 0.5740, loss_cls: 3.0559, loss: 3.0559, grad_norm: 8.1367 2021-08-17 09:18:51,855 - mmaction - INFO - Epoch [18][2700/3520] lr: 5.000e-03, eta: 18:53:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5760, loss_cls: 2.9735, loss: 2.9735, grad_norm: 8.1755 2021-08-17 09:19:03,359 - mmaction - INFO - Epoch [18][2720/3520] lr: 5.000e-03, eta: 18:53:07, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5479, loss_cls: 3.1147, loss: 3.1147, grad_norm: 8.0913 2021-08-17 09:19:14,929 - mmaction - INFO - Epoch [18][2740/3520] lr: 5.000e-03, eta: 18:52:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5813, loss_cls: 3.0443, loss: 3.0443, grad_norm: 8.0990 2021-08-17 09:19:26,491 - mmaction - INFO - Epoch [18][2760/3520] lr: 5.000e-03, eta: 18:52:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5479, loss_cls: 3.1611, loss: 3.1611, grad_norm: 8.0188 2021-08-17 09:19:38,068 - mmaction - INFO - Epoch [18][2780/3520] lr: 5.000e-03, eta: 18:52:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5594, loss_cls: 3.1168, loss: 3.1168, grad_norm: 8.0288 2021-08-17 09:19:49,567 - mmaction - INFO - Epoch [18][2800/3520] lr: 5.000e-03, eta: 18:52:16, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5594, loss_cls: 3.1391, loss: 3.1391, grad_norm: 8.1904 2021-08-17 09:20:01,148 - mmaction - INFO - Epoch [18][2820/3520] lr: 5.000e-03, eta: 18:52:03, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5729, loss_cls: 3.0671, loss: 3.0671, grad_norm: 8.0121 2021-08-17 09:20:12,628 - mmaction - INFO - Epoch [18][2840/3520] lr: 5.000e-03, eta: 18:51:50, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5396, loss_cls: 3.1139, loss: 3.1139, grad_norm: 7.9456 2021-08-17 09:20:24,086 - mmaction - INFO - Epoch [18][2860/3520] lr: 5.000e-03, eta: 18:51:37, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5531, loss_cls: 3.0949, loss: 3.0949, grad_norm: 8.0480 2021-08-17 09:20:35,584 - mmaction - INFO - Epoch [18][2880/3520] lr: 5.000e-03, eta: 18:51:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5448, loss_cls: 3.1544, loss: 3.1544, grad_norm: 8.0549 2021-08-17 09:20:47,130 - mmaction - INFO - Epoch [18][2900/3520] lr: 5.000e-03, eta: 18:51:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5677, loss_cls: 3.0985, loss: 3.0985, grad_norm: 8.1211 2021-08-17 09:20:58,660 - mmaction - INFO - Epoch [18][2920/3520] lr: 5.000e-03, eta: 18:50:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5635, loss_cls: 3.0623, loss: 3.0623, grad_norm: 8.0867 2021-08-17 09:21:10,162 - mmaction - INFO - Epoch [18][2940/3520] lr: 5.000e-03, eta: 18:50:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5667, loss_cls: 3.0544, loss: 3.0544, grad_norm: 8.2648 2021-08-17 09:21:21,708 - mmaction - INFO - Epoch [18][2960/3520] lr: 5.000e-03, eta: 18:50:33, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5563, loss_cls: 3.1008, loss: 3.1008, grad_norm: 7.9267 2021-08-17 09:21:33,188 - mmaction - INFO - Epoch [18][2980/3520] lr: 5.000e-03, eta: 18:50:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5427, loss_cls: 3.1400, loss: 3.1400, grad_norm: 8.2019 2021-08-17 09:21:44,778 - mmaction - INFO - Epoch [18][3000/3520] lr: 5.000e-03, eta: 18:50:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3208, top5_acc: 0.5969, loss_cls: 2.9230, loss: 2.9230, grad_norm: 7.9771 2021-08-17 09:21:56,375 - mmaction - INFO - Epoch [18][3020/3520] lr: 5.000e-03, eta: 18:49:55, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5583, loss_cls: 3.0915, loss: 3.0915, grad_norm: 8.0766 2021-08-17 09:22:07,918 - mmaction - INFO - Epoch [18][3040/3520] lr: 5.000e-03, eta: 18:49:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5760, loss_cls: 3.0279, loss: 3.0279, grad_norm: 7.6813 2021-08-17 09:22:19,461 - mmaction - INFO - Epoch [18][3060/3520] lr: 5.000e-03, eta: 18:49:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5781, loss_cls: 3.0510, loss: 3.0510, grad_norm: 7.9234 2021-08-17 09:22:31,084 - mmaction - INFO - Epoch [18][3080/3520] lr: 5.000e-03, eta: 18:49:17, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3208, top5_acc: 0.5708, loss_cls: 3.0008, loss: 3.0008, grad_norm: 7.8445 2021-08-17 09:22:42,615 - mmaction - INFO - Epoch [18][3100/3520] lr: 5.000e-03, eta: 18:49:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3115, top5_acc: 0.5417, loss_cls: 3.0631, loss: 3.0631, grad_norm: 8.1597 2021-08-17 09:22:54,161 - mmaction - INFO - Epoch [18][3120/3520] lr: 5.000e-03, eta: 18:48:51, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5687, loss_cls: 2.9874, loss: 2.9874, grad_norm: 7.9946 2021-08-17 09:23:05,687 - mmaction - INFO - Epoch [18][3140/3520] lr: 5.000e-03, eta: 18:48:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5552, loss_cls: 3.1109, loss: 3.1109, grad_norm: 8.0749 2021-08-17 09:23:17,228 - mmaction - INFO - Epoch [18][3160/3520] lr: 5.000e-03, eta: 18:48:25, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5542, loss_cls: 3.1101, loss: 3.1101, grad_norm: 7.9300 2021-08-17 09:23:28,794 - mmaction - INFO - Epoch [18][3180/3520] lr: 5.000e-03, eta: 18:48:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5875, loss_cls: 2.9725, loss: 2.9725, grad_norm: 7.9581 2021-08-17 09:23:40,326 - mmaction - INFO - Epoch [18][3200/3520] lr: 5.000e-03, eta: 18:48:00, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5750, loss_cls: 3.0398, loss: 3.0398, grad_norm: 8.0725 2021-08-17 09:23:51,860 - mmaction - INFO - Epoch [18][3220/3520] lr: 5.000e-03, eta: 18:47:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5667, loss_cls: 3.0747, loss: 3.0747, grad_norm: 8.1415 2021-08-17 09:24:03,424 - mmaction - INFO - Epoch [18][3240/3520] lr: 5.000e-03, eta: 18:47:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5792, loss_cls: 3.0369, loss: 3.0369, grad_norm: 7.7951 2021-08-17 09:24:14,941 - mmaction - INFO - Epoch [18][3260/3520] lr: 5.000e-03, eta: 18:47:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5781, loss_cls: 3.0712, loss: 3.0712, grad_norm: 8.1328 2021-08-17 09:24:26,503 - mmaction - INFO - Epoch [18][3280/3520] lr: 5.000e-03, eta: 18:47:09, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.0523, loss: 3.0523, grad_norm: 7.9987 2021-08-17 09:24:38,048 - mmaction - INFO - Epoch [18][3300/3520] lr: 5.000e-03, eta: 18:46:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3073, top5_acc: 0.5875, loss_cls: 2.9489, loss: 2.9489, grad_norm: 7.9701 2021-08-17 09:24:49,554 - mmaction - INFO - Epoch [18][3320/3520] lr: 5.000e-03, eta: 18:46:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2708, top5_acc: 0.5708, loss_cls: 3.0634, loss: 3.0634, grad_norm: 7.9201 2021-08-17 09:25:01,163 - mmaction - INFO - Epoch [18][3340/3520] lr: 5.000e-03, eta: 18:46:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5635, loss_cls: 3.0811, loss: 3.0811, grad_norm: 7.7880 2021-08-17 09:25:12,657 - mmaction - INFO - Epoch [18][3360/3520] lr: 5.000e-03, eta: 18:46:18, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5729, loss_cls: 3.0388, loss: 3.0388, grad_norm: 7.9945 2021-08-17 09:25:24,181 - mmaction - INFO - Epoch [18][3380/3520] lr: 5.000e-03, eta: 18:46:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5521, loss_cls: 3.0658, loss: 3.0658, grad_norm: 8.1264 2021-08-17 09:25:35,723 - mmaction - INFO - Epoch [18][3400/3520] lr: 5.000e-03, eta: 18:45:52, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5792, loss_cls: 3.0021, loss: 3.0021, grad_norm: 8.1644 2021-08-17 09:25:47,225 - mmaction - INFO - Epoch [18][3420/3520] lr: 5.000e-03, eta: 18:45:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5687, loss_cls: 3.0306, loss: 3.0306, grad_norm: 8.0664 2021-08-17 09:25:58,728 - mmaction - INFO - Epoch [18][3440/3520] lr: 5.000e-03, eta: 18:45:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5521, loss_cls: 3.1199, loss: 3.1199, grad_norm: 8.3543 2021-08-17 09:26:10,279 - mmaction - INFO - Epoch [18][3460/3520] lr: 5.000e-03, eta: 18:45:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.0541, loss: 3.0541, grad_norm: 7.8455 2021-08-17 09:26:21,851 - mmaction - INFO - Epoch [18][3480/3520] lr: 5.000e-03, eta: 18:45:01, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5896, loss_cls: 3.0296, loss: 3.0296, grad_norm: 8.4591 2021-08-17 09:26:33,354 - mmaction - INFO - Epoch [18][3500/3520] lr: 5.000e-03, eta: 18:44:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5719, loss_cls: 3.0623, loss: 3.0623, grad_norm: 8.3812 2021-08-17 09:26:44,567 - mmaction - INFO - Epoch [18][3520/3520] lr: 5.000e-03, eta: 18:44:35, time: 0.562, data_time: 0.003, memory: 8335, top1_acc: 0.2739, top5_acc: 0.5283, loss_cls: 3.1874, loss: 3.1874, grad_norm: 8.1443 2021-08-17 09:26:46,874 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-08-17 09:28:09,247 - mmaction - INFO - Epoch [19][20/3520] lr: 5.000e-03, eta: 18:46:26, time: 4.066, data_time: 3.476, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5813, loss_cls: 3.0038, loss: 3.0038, grad_norm: 8.0285 2021-08-17 09:28:20,762 - mmaction - INFO - Epoch [19][40/3520] lr: 5.000e-03, eta: 18:46:13, time: 0.576, data_time: 0.005, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5833, loss_cls: 2.9976, loss: 2.9976, grad_norm: 8.0313 2021-08-17 09:28:32,323 - mmaction - INFO - Epoch [19][60/3520] lr: 5.000e-03, eta: 18:46:00, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5750, loss_cls: 3.0122, loss: 3.0122, grad_norm: 8.0484 2021-08-17 09:28:43,826 - mmaction - INFO - Epoch [19][80/3520] lr: 5.000e-03, eta: 18:45:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5719, loss_cls: 3.0644, loss: 3.0644, grad_norm: 7.9877 2021-08-17 09:28:55,236 - mmaction - INFO - Epoch [19][100/3520] lr: 5.000e-03, eta: 18:45:35, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5677, loss_cls: 3.0841, loss: 3.0841, grad_norm: 8.1955 2021-08-17 09:29:06,800 - mmaction - INFO - Epoch [19][120/3520] lr: 5.000e-03, eta: 18:45:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5615, loss_cls: 3.0431, loss: 3.0431, grad_norm: 8.2278 2021-08-17 09:29:18,314 - mmaction - INFO - Epoch [19][140/3520] lr: 5.000e-03, eta: 18:45:09, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5573, loss_cls: 3.1119, loss: 3.1119, grad_norm: 7.9059 2021-08-17 09:29:29,806 - mmaction - INFO - Epoch [19][160/3520] lr: 5.000e-03, eta: 18:44:56, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5604, loss_cls: 3.0929, loss: 3.0929, grad_norm: 8.0856 2021-08-17 09:29:41,295 - mmaction - INFO - Epoch [19][180/3520] lr: 5.000e-03, eta: 18:44:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.6156, loss_cls: 2.8767, loss: 2.8767, grad_norm: 8.0619 2021-08-17 09:29:52,863 - mmaction - INFO - Epoch [19][200/3520] lr: 5.000e-03, eta: 18:44:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5771, loss_cls: 3.0118, loss: 3.0118, grad_norm: 7.9724 2021-08-17 09:30:04,369 - mmaction - INFO - Epoch [19][220/3520] lr: 5.000e-03, eta: 18:44:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3073, top5_acc: 0.5760, loss_cls: 2.9938, loss: 2.9938, grad_norm: 8.1175 2021-08-17 09:30:15,901 - mmaction - INFO - Epoch [19][240/3520] lr: 5.000e-03, eta: 18:44:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5469, loss_cls: 3.1160, loss: 3.1160, grad_norm: 8.0044 2021-08-17 09:30:27,416 - mmaction - INFO - Epoch [19][260/3520] lr: 5.000e-03, eta: 18:43:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 2.9736, loss: 2.9736, grad_norm: 8.0236 2021-08-17 09:30:39,037 - mmaction - INFO - Epoch [19][280/3520] lr: 5.000e-03, eta: 18:43:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5750, loss_cls: 2.9999, loss: 2.9999, grad_norm: 8.1081 2021-08-17 09:30:50,528 - mmaction - INFO - Epoch [19][300/3520] lr: 5.000e-03, eta: 18:43:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5719, loss_cls: 3.0219, loss: 3.0219, grad_norm: 7.9902 2021-08-17 09:31:02,122 - mmaction - INFO - Epoch [19][320/3520] lr: 5.000e-03, eta: 18:43:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5635, loss_cls: 3.0308, loss: 3.0308, grad_norm: 7.9226 2021-08-17 09:31:13,586 - mmaction - INFO - Epoch [19][340/3520] lr: 5.000e-03, eta: 18:43:00, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5875, loss_cls: 3.0514, loss: 3.0514, grad_norm: 8.2502 2021-08-17 09:31:25,105 - mmaction - INFO - Epoch [19][360/3520] lr: 5.000e-03, eta: 18:42:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5563, loss_cls: 3.1209, loss: 3.1209, grad_norm: 8.1322 2021-08-17 09:31:36,550 - mmaction - INFO - Epoch [19][380/3520] lr: 5.000e-03, eta: 18:42:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5552, loss_cls: 3.0747, loss: 3.0747, grad_norm: 8.0666 2021-08-17 09:31:48,109 - mmaction - INFO - Epoch [19][400/3520] lr: 5.000e-03, eta: 18:42:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5521, loss_cls: 3.1111, loss: 3.1111, grad_norm: 8.2783 2021-08-17 09:31:59,612 - mmaction - INFO - Epoch [19][420/3520] lr: 5.000e-03, eta: 18:42:09, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3073, top5_acc: 0.5760, loss_cls: 2.9742, loss: 2.9742, grad_norm: 8.0480 2021-08-17 09:32:11,155 - mmaction - INFO - Epoch [19][440/3520] lr: 5.000e-03, eta: 18:41:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5635, loss_cls: 3.0514, loss: 3.0514, grad_norm: 8.0993 2021-08-17 09:32:22,694 - mmaction - INFO - Epoch [19][460/3520] lr: 5.000e-03, eta: 18:41:43, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3260, top5_acc: 0.5750, loss_cls: 2.9663, loss: 2.9663, grad_norm: 7.9218 2021-08-17 09:32:34,252 - mmaction - INFO - Epoch [19][480/3520] lr: 5.000e-03, eta: 18:41:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3115, top5_acc: 0.5792, loss_cls: 3.0077, loss: 3.0077, grad_norm: 7.7714 2021-08-17 09:32:45,728 - mmaction - INFO - Epoch [19][500/3520] lr: 5.000e-03, eta: 18:41:18, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5802, loss_cls: 3.0174, loss: 3.0174, grad_norm: 8.1706 2021-08-17 09:32:57,239 - mmaction - INFO - Epoch [19][520/3520] lr: 5.000e-03, eta: 18:41:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5542, loss_cls: 3.0845, loss: 3.0845, grad_norm: 8.1861 2021-08-17 09:33:08,748 - mmaction - INFO - Epoch [19][540/3520] lr: 5.000e-03, eta: 18:40:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5542, loss_cls: 3.1372, loss: 3.1372, grad_norm: 8.1837 2021-08-17 09:33:20,241 - mmaction - INFO - Epoch [19][560/3520] lr: 5.000e-03, eta: 18:40:39, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5771, loss_cls: 3.0216, loss: 3.0216, grad_norm: 7.6254 2021-08-17 09:33:31,753 - mmaction - INFO - Epoch [19][580/3520] lr: 5.000e-03, eta: 18:40:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5708, loss_cls: 3.1023, loss: 3.1023, grad_norm: 8.2774 2021-08-17 09:33:43,329 - mmaction - INFO - Epoch [19][600/3520] lr: 5.000e-03, eta: 18:40:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5781, loss_cls: 3.0452, loss: 3.0452, grad_norm: 8.0267 2021-08-17 09:33:54,827 - mmaction - INFO - Epoch [19][620/3520] lr: 5.000e-03, eta: 18:40:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5604, loss_cls: 3.0827, loss: 3.0827, grad_norm: 8.1024 2021-08-17 09:34:06,310 - mmaction - INFO - Epoch [19][640/3520] lr: 5.000e-03, eta: 18:39:48, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5917, loss_cls: 2.9734, loss: 2.9734, grad_norm: 8.0920 2021-08-17 09:34:17,826 - mmaction - INFO - Epoch [19][660/3520] lr: 5.000e-03, eta: 18:39:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5833, loss_cls: 3.0032, loss: 3.0032, grad_norm: 8.1712 2021-08-17 09:34:29,408 - mmaction - INFO - Epoch [19][680/3520] lr: 5.000e-03, eta: 18:39:22, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5604, loss_cls: 3.1378, loss: 3.1378, grad_norm: 8.2401 2021-08-17 09:34:40,960 - mmaction - INFO - Epoch [19][700/3520] lr: 5.000e-03, eta: 18:39:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5583, loss_cls: 3.0797, loss: 3.0797, grad_norm: 8.1322 2021-08-17 09:34:52,418 - mmaction - INFO - Epoch [19][720/3520] lr: 5.000e-03, eta: 18:38:56, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5687, loss_cls: 3.0475, loss: 3.0475, grad_norm: 8.2095 2021-08-17 09:35:03,920 - mmaction - INFO - Epoch [19][740/3520] lr: 5.000e-03, eta: 18:38:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5583, loss_cls: 3.0714, loss: 3.0714, grad_norm: 8.2792 2021-08-17 09:35:15,451 - mmaction - INFO - Epoch [19][760/3520] lr: 5.000e-03, eta: 18:38:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5729, loss_cls: 3.0105, loss: 3.0105, grad_norm: 8.0829 2021-08-17 09:35:26,986 - mmaction - INFO - Epoch [19][780/3520] lr: 5.000e-03, eta: 18:38:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5677, loss_cls: 3.0587, loss: 3.0587, grad_norm: 8.2657 2021-08-17 09:35:38,525 - mmaction - INFO - Epoch [19][800/3520] lr: 5.000e-03, eta: 18:38:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5448, loss_cls: 3.0898, loss: 3.0898, grad_norm: 8.1092 2021-08-17 09:35:49,997 - mmaction - INFO - Epoch [19][820/3520] lr: 5.000e-03, eta: 18:37:52, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5760, loss_cls: 3.0126, loss: 3.0126, grad_norm: 8.0665 2021-08-17 09:36:01,457 - mmaction - INFO - Epoch [19][840/3520] lr: 5.000e-03, eta: 18:37:39, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5646, loss_cls: 3.0164, loss: 3.0164, grad_norm: 7.8755 2021-08-17 09:36:13,040 - mmaction - INFO - Epoch [19][860/3520] lr: 5.000e-03, eta: 18:37:27, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5594, loss_cls: 3.0319, loss: 3.0319, grad_norm: 8.0497 2021-08-17 09:36:24,542 - mmaction - INFO - Epoch [19][880/3520] lr: 5.000e-03, eta: 18:37:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5792, loss_cls: 3.0166, loss: 3.0166, grad_norm: 7.8430 2021-08-17 09:36:36,116 - mmaction - INFO - Epoch [19][900/3520] lr: 5.000e-03, eta: 18:37:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3115, top5_acc: 0.5917, loss_cls: 2.9903, loss: 2.9903, grad_norm: 8.3622 2021-08-17 09:36:47,628 - mmaction - INFO - Epoch [19][920/3520] lr: 5.000e-03, eta: 18:36:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5615, loss_cls: 3.0490, loss: 3.0490, grad_norm: 8.1996 2021-08-17 09:36:59,139 - mmaction - INFO - Epoch [19][940/3520] lr: 5.000e-03, eta: 18:36:35, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5437, loss_cls: 3.1963, loss: 3.1963, grad_norm: 8.3026 2021-08-17 09:37:10,636 - mmaction - INFO - Epoch [19][960/3520] lr: 5.000e-03, eta: 18:36:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5750, loss_cls: 3.0875, loss: 3.0875, grad_norm: 8.2399 2021-08-17 09:37:22,126 - mmaction - INFO - Epoch [19][980/3520] lr: 5.000e-03, eta: 18:36:10, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5948, loss_cls: 2.9786, loss: 2.9786, grad_norm: 7.8421 2021-08-17 09:37:33,699 - mmaction - INFO - Epoch [19][1000/3520] lr: 5.000e-03, eta: 18:35:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5625, loss_cls: 3.0228, loss: 3.0228, grad_norm: 8.2164 2021-08-17 09:37:45,262 - mmaction - INFO - Epoch [19][1020/3520] lr: 5.000e-03, eta: 18:35:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5865, loss_cls: 3.0373, loss: 3.0373, grad_norm: 8.1137 2021-08-17 09:37:56,750 - mmaction - INFO - Epoch [19][1040/3520] lr: 5.000e-03, eta: 18:35:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5479, loss_cls: 3.1023, loss: 3.1023, grad_norm: 7.9730 2021-08-17 09:38:08,240 - mmaction - INFO - Epoch [19][1060/3520] lr: 5.000e-03, eta: 18:35:18, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5677, loss_cls: 3.0167, loss: 3.0167, grad_norm: 7.7357 2021-08-17 09:38:19,749 - mmaction - INFO - Epoch [19][1080/3520] lr: 5.000e-03, eta: 18:35:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5781, loss_cls: 3.0600, loss: 3.0600, grad_norm: 8.2715 2021-08-17 09:38:31,259 - mmaction - INFO - Epoch [19][1100/3520] lr: 5.000e-03, eta: 18:34:53, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5542, loss_cls: 3.1401, loss: 3.1401, grad_norm: 8.2742 2021-08-17 09:38:42,809 - mmaction - INFO - Epoch [19][1120/3520] lr: 5.000e-03, eta: 18:34:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5687, loss_cls: 3.0896, loss: 3.0896, grad_norm: 8.1350 2021-08-17 09:38:54,364 - mmaction - INFO - Epoch [19][1140/3520] lr: 5.000e-03, eta: 18:34:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2562, top5_acc: 0.5583, loss_cls: 3.1187, loss: 3.1187, grad_norm: 8.1913 2021-08-17 09:39:05,956 - mmaction - INFO - Epoch [19][1160/3520] lr: 5.000e-03, eta: 18:34:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5802, loss_cls: 2.9946, loss: 2.9946, grad_norm: 8.2485 2021-08-17 09:39:17,540 - mmaction - INFO - Epoch [19][1180/3520] lr: 5.000e-03, eta: 18:34:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5698, loss_cls: 3.0890, loss: 3.0890, grad_norm: 8.2619 2021-08-17 09:39:29,094 - mmaction - INFO - Epoch [19][1200/3520] lr: 5.000e-03, eta: 18:33:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5615, loss_cls: 3.1088, loss: 3.1088, grad_norm: 8.1027 2021-08-17 09:39:40,606 - mmaction - INFO - Epoch [19][1220/3520] lr: 5.000e-03, eta: 18:33:36, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5510, loss_cls: 3.1562, loss: 3.1562, grad_norm: 8.2983 2021-08-17 09:39:52,120 - mmaction - INFO - Epoch [19][1240/3520] lr: 5.000e-03, eta: 18:33:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5615, loss_cls: 3.0167, loss: 3.0167, grad_norm: 8.1475 2021-08-17 09:40:03,586 - mmaction - INFO - Epoch [19][1260/3520] lr: 5.000e-03, eta: 18:33:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5615, loss_cls: 3.0660, loss: 3.0660, grad_norm: 8.0591 2021-08-17 09:40:15,136 - mmaction - INFO - Epoch [19][1280/3520] lr: 5.000e-03, eta: 18:32:58, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5813, loss_cls: 3.0925, loss: 3.0925, grad_norm: 8.3196 2021-08-17 09:40:26,600 - mmaction - INFO - Epoch [19][1300/3520] lr: 5.000e-03, eta: 18:32:45, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5729, loss_cls: 3.0405, loss: 3.0405, grad_norm: 8.0621 2021-08-17 09:40:38,086 - mmaction - INFO - Epoch [19][1320/3520] lr: 5.000e-03, eta: 18:32:32, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5521, loss_cls: 3.0780, loss: 3.0780, grad_norm: 8.0287 2021-08-17 09:40:49,698 - mmaction - INFO - Epoch [19][1340/3520] lr: 5.000e-03, eta: 18:32:19, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5583, loss_cls: 3.0933, loss: 3.0933, grad_norm: 8.0711 2021-08-17 09:41:01,245 - mmaction - INFO - Epoch [19][1360/3520] lr: 5.000e-03, eta: 18:32:07, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5573, loss_cls: 3.0704, loss: 3.0704, grad_norm: 7.6338 2021-08-17 09:41:12,733 - mmaction - INFO - Epoch [19][1380/3520] lr: 5.000e-03, eta: 18:31:54, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5885, loss_cls: 2.9899, loss: 2.9899, grad_norm: 8.0289 2021-08-17 09:41:24,223 - mmaction - INFO - Epoch [19][1400/3520] lr: 5.000e-03, eta: 18:31:41, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5708, loss_cls: 3.0396, loss: 3.0396, grad_norm: 7.9313 2021-08-17 09:41:35,747 - mmaction - INFO - Epoch [19][1420/3520] lr: 5.000e-03, eta: 18:31:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5833, loss_cls: 2.9688, loss: 2.9688, grad_norm: 8.0549 2021-08-17 09:41:47,238 - mmaction - INFO - Epoch [19][1440/3520] lr: 5.000e-03, eta: 18:31:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5760, loss_cls: 3.0102, loss: 3.0102, grad_norm: 8.3289 2021-08-17 09:41:58,771 - mmaction - INFO - Epoch [19][1460/3520] lr: 5.000e-03, eta: 18:31:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5750, loss_cls: 3.0418, loss: 3.0418, grad_norm: 8.2455 2021-08-17 09:42:10,397 - mmaction - INFO - Epoch [19][1480/3520] lr: 5.000e-03, eta: 18:30:50, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5677, loss_cls: 3.0231, loss: 3.0231, grad_norm: 8.2190 2021-08-17 09:42:21,892 - mmaction - INFO - Epoch [19][1500/3520] lr: 5.000e-03, eta: 18:30:37, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5563, loss_cls: 3.0607, loss: 3.0607, grad_norm: 8.0133 2021-08-17 09:42:33,451 - mmaction - INFO - Epoch [19][1520/3520] lr: 5.000e-03, eta: 18:30:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5698, loss_cls: 3.0869, loss: 3.0869, grad_norm: 8.0914 2021-08-17 09:42:45,050 - mmaction - INFO - Epoch [19][1540/3520] lr: 5.000e-03, eta: 18:30:12, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3208, top5_acc: 0.6021, loss_cls: 2.9280, loss: 2.9280, grad_norm: 7.9244 2021-08-17 09:42:56,598 - mmaction - INFO - Epoch [19][1560/3520] lr: 5.000e-03, eta: 18:29:59, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3187, top5_acc: 0.5635, loss_cls: 2.9897, loss: 2.9897, grad_norm: 7.9663 2021-08-17 09:43:08,042 - mmaction - INFO - Epoch [19][1580/3520] lr: 5.000e-03, eta: 18:29:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5552, loss_cls: 3.1720, loss: 3.1720, grad_norm: 8.2997 2021-08-17 09:43:19,554 - mmaction - INFO - Epoch [19][1600/3520] lr: 5.000e-03, eta: 18:29:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5479, loss_cls: 3.0968, loss: 3.0968, grad_norm: 8.1658 2021-08-17 09:43:31,085 - mmaction - INFO - Epoch [19][1620/3520] lr: 5.000e-03, eta: 18:29:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5677, loss_cls: 3.0534, loss: 3.0534, grad_norm: 8.2152 2021-08-17 09:43:42,665 - mmaction - INFO - Epoch [19][1640/3520] lr: 5.000e-03, eta: 18:29:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5458, loss_cls: 3.1428, loss: 3.1428, grad_norm: 8.2980 2021-08-17 09:43:54,286 - mmaction - INFO - Epoch [19][1660/3520] lr: 5.000e-03, eta: 18:28:55, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.0756, loss: 3.0756, grad_norm: 8.1664 2021-08-17 09:44:05,878 - mmaction - INFO - Epoch [19][1680/3520] lr: 5.000e-03, eta: 18:28:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5792, loss_cls: 2.9965, loss: 2.9965, grad_norm: 8.2295 2021-08-17 09:44:17,367 - mmaction - INFO - Epoch [19][1700/3520] lr: 5.000e-03, eta: 18:28:29, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5979, loss_cls: 3.0070, loss: 3.0070, grad_norm: 8.0340 2021-08-17 09:44:28,823 - mmaction - INFO - Epoch [19][1720/3520] lr: 5.000e-03, eta: 18:28:17, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5573, loss_cls: 3.0905, loss: 3.0905, grad_norm: 7.9316 2021-08-17 09:44:40,421 - mmaction - INFO - Epoch [19][1740/3520] lr: 5.000e-03, eta: 18:28:04, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5417, loss_cls: 3.1032, loss: 3.1032, grad_norm: 7.9855 2021-08-17 09:44:51,973 - mmaction - INFO - Epoch [19][1760/3520] lr: 5.000e-03, eta: 18:27:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5583, loss_cls: 3.0580, loss: 3.0580, grad_norm: 7.9341 2021-08-17 09:45:03,552 - mmaction - INFO - Epoch [19][1780/3520] lr: 5.000e-03, eta: 18:27:38, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5927, loss_cls: 2.9815, loss: 2.9815, grad_norm: 7.8649 2021-08-17 09:45:15,101 - mmaction - INFO - Epoch [19][1800/3520] lr: 5.000e-03, eta: 18:27:26, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3198, top5_acc: 0.5979, loss_cls: 2.9336, loss: 2.9336, grad_norm: 8.0461 2021-08-17 09:45:26,612 - mmaction - INFO - Epoch [19][1820/3520] lr: 5.000e-03, eta: 18:27:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.1112, loss: 3.1112, grad_norm: 8.1104 2021-08-17 09:45:38,126 - mmaction - INFO - Epoch [19][1840/3520] lr: 5.000e-03, eta: 18:27:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5687, loss_cls: 3.0580, loss: 3.0580, grad_norm: 8.3911 2021-08-17 09:45:49,632 - mmaction - INFO - Epoch [19][1860/3520] lr: 5.000e-03, eta: 18:26:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.0402, loss: 3.0402, grad_norm: 7.9955 2021-08-17 09:46:01,171 - mmaction - INFO - Epoch [19][1880/3520] lr: 5.000e-03, eta: 18:26:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5552, loss_cls: 3.1191, loss: 3.1191, grad_norm: 8.0163 2021-08-17 09:46:12,664 - mmaction - INFO - Epoch [19][1900/3520] lr: 5.000e-03, eta: 18:26:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3135, top5_acc: 0.5677, loss_cls: 3.0118, loss: 3.0118, grad_norm: 8.0730 2021-08-17 09:46:24,201 - mmaction - INFO - Epoch [19][1920/3520] lr: 5.000e-03, eta: 18:26:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5594, loss_cls: 3.0405, loss: 3.0405, grad_norm: 8.1406 2021-08-17 09:46:35,763 - mmaction - INFO - Epoch [19][1940/3520] lr: 5.000e-03, eta: 18:25:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5740, loss_cls: 3.0721, loss: 3.0721, grad_norm: 8.1061 2021-08-17 09:46:47,307 - mmaction - INFO - Epoch [19][1960/3520] lr: 5.000e-03, eta: 18:25:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5813, loss_cls: 3.0351, loss: 3.0351, grad_norm: 8.0943 2021-08-17 09:46:58,812 - mmaction - INFO - Epoch [19][1980/3520] lr: 5.000e-03, eta: 18:25:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5906, loss_cls: 2.9586, loss: 2.9586, grad_norm: 8.3659 2021-08-17 09:47:10,327 - mmaction - INFO - Epoch [19][2000/3520] lr: 5.000e-03, eta: 18:25:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5552, loss_cls: 3.1015, loss: 3.1015, grad_norm: 8.3991 2021-08-17 09:47:21,830 - mmaction - INFO - Epoch [19][2020/3520] lr: 5.000e-03, eta: 18:25:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.0330, loss: 3.0330, grad_norm: 8.2579 2021-08-17 09:47:33,288 - mmaction - INFO - Epoch [19][2040/3520] lr: 5.000e-03, eta: 18:24:52, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5667, loss_cls: 3.0233, loss: 3.0233, grad_norm: 8.0079 2021-08-17 09:47:44,884 - mmaction - INFO - Epoch [19][2060/3520] lr: 5.000e-03, eta: 18:24:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.1643, loss: 3.1643, grad_norm: 8.2006 2021-08-17 09:47:56,330 - mmaction - INFO - Epoch [19][2080/3520] lr: 5.000e-03, eta: 18:24:27, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5594, loss_cls: 3.0661, loss: 3.0661, grad_norm: 8.2871 2021-08-17 09:48:07,825 - mmaction - INFO - Epoch [19][2100/3520] lr: 5.000e-03, eta: 18:24:14, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5521, loss_cls: 3.0857, loss: 3.0857, grad_norm: 8.1366 2021-08-17 09:48:19,272 - mmaction - INFO - Epoch [19][2120/3520] lr: 5.000e-03, eta: 18:24:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.0623, loss: 3.0623, grad_norm: 8.3600 2021-08-17 09:48:30,772 - mmaction - INFO - Epoch [19][2140/3520] lr: 5.000e-03, eta: 18:23:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5854, loss_cls: 2.9778, loss: 2.9778, grad_norm: 8.1853 2021-08-17 09:48:42,270 - mmaction - INFO - Epoch [19][2160/3520] lr: 5.000e-03, eta: 18:23:35, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5531, loss_cls: 3.0705, loss: 3.0705, grad_norm: 8.1264 2021-08-17 09:48:53,746 - mmaction - INFO - Epoch [19][2180/3520] lr: 5.000e-03, eta: 18:23:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.0882, loss: 3.0882, grad_norm: 8.1529 2021-08-17 09:49:05,240 - mmaction - INFO - Epoch [19][2200/3520] lr: 5.000e-03, eta: 18:23:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5833, loss_cls: 2.9891, loss: 2.9891, grad_norm: 8.0373 2021-08-17 09:49:16,708 - mmaction - INFO - Epoch [19][2220/3520] lr: 5.000e-03, eta: 18:22:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5771, loss_cls: 3.0980, loss: 3.0980, grad_norm: 8.1212 2021-08-17 09:49:28,216 - mmaction - INFO - Epoch [19][2240/3520] lr: 5.000e-03, eta: 18:22:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5885, loss_cls: 2.9702, loss: 2.9702, grad_norm: 8.1151 2021-08-17 09:49:39,805 - mmaction - INFO - Epoch [19][2260/3520] lr: 5.000e-03, eta: 18:22:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5656, loss_cls: 3.0653, loss: 3.0653, grad_norm: 7.9255 2021-08-17 09:49:51,401 - mmaction - INFO - Epoch [19][2280/3520] lr: 5.000e-03, eta: 18:22:19, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5615, loss_cls: 3.0658, loss: 3.0658, grad_norm: 8.0580 2021-08-17 09:50:03,003 - mmaction - INFO - Epoch [19][2300/3520] lr: 5.000e-03, eta: 18:22:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5563, loss_cls: 3.1358, loss: 3.1358, grad_norm: 8.1002 2021-08-17 09:50:14,468 - mmaction - INFO - Epoch [19][2320/3520] lr: 5.000e-03, eta: 18:21:53, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5854, loss_cls: 3.0351, loss: 3.0351, grad_norm: 8.1489 2021-08-17 09:50:25,945 - mmaction - INFO - Epoch [19][2340/3520] lr: 5.000e-03, eta: 18:21:40, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5542, loss_cls: 3.0953, loss: 3.0953, grad_norm: 7.9680 2021-08-17 09:50:37,492 - mmaction - INFO - Epoch [19][2360/3520] lr: 5.000e-03, eta: 18:21:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5990, loss_cls: 2.9905, loss: 2.9905, grad_norm: 7.9857 2021-08-17 09:50:49,012 - mmaction - INFO - Epoch [19][2380/3520] lr: 5.000e-03, eta: 18:21:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5667, loss_cls: 3.0894, loss: 3.0894, grad_norm: 8.0779 2021-08-17 09:51:00,564 - mmaction - INFO - Epoch [19][2400/3520] lr: 5.000e-03, eta: 18:21:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5823, loss_cls: 2.9737, loss: 2.9737, grad_norm: 7.7426 2021-08-17 09:51:12,150 - mmaction - INFO - Epoch [19][2420/3520] lr: 5.000e-03, eta: 18:20:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.1128, loss: 3.1128, grad_norm: 7.8045 2021-08-17 09:51:23,615 - mmaction - INFO - Epoch [19][2440/3520] lr: 5.000e-03, eta: 18:20:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5583, loss_cls: 3.1161, loss: 3.1161, grad_norm: 8.2000 2021-08-17 09:51:35,187 - mmaction - INFO - Epoch [19][2460/3520] lr: 5.000e-03, eta: 18:20:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.0711, loss: 3.0711, grad_norm: 8.1626 2021-08-17 09:51:46,675 - mmaction - INFO - Epoch [19][2480/3520] lr: 5.000e-03, eta: 18:20:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5792, loss_cls: 2.9832, loss: 2.9832, grad_norm: 7.8025 2021-08-17 09:51:58,143 - mmaction - INFO - Epoch [19][2500/3520] lr: 5.000e-03, eta: 18:19:58, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5740, loss_cls: 3.0085, loss: 3.0085, grad_norm: 7.6556 2021-08-17 09:52:09,676 - mmaction - INFO - Epoch [19][2520/3520] lr: 5.000e-03, eta: 18:19:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3104, top5_acc: 0.5906, loss_cls: 2.9418, loss: 2.9418, grad_norm: 7.9625 2021-08-17 09:52:21,217 - mmaction - INFO - Epoch [19][2540/3520] lr: 5.000e-03, eta: 18:19:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5708, loss_cls: 3.0934, loss: 3.0934, grad_norm: 7.9559 2021-08-17 09:52:32,798 - mmaction - INFO - Epoch [19][2560/3520] lr: 5.000e-03, eta: 18:19:20, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5490, loss_cls: 3.0968, loss: 3.0968, grad_norm: 8.3108 2021-08-17 09:52:44,375 - mmaction - INFO - Epoch [19][2580/3520] lr: 5.000e-03, eta: 18:19:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5458, loss_cls: 3.1042, loss: 3.1042, grad_norm: 8.2156 2021-08-17 09:52:55,912 - mmaction - INFO - Epoch [19][2600/3520] lr: 5.000e-03, eta: 18:18:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.0327, loss: 3.0327, grad_norm: 8.0803 2021-08-17 09:53:07,454 - mmaction - INFO - Epoch [19][2620/3520] lr: 5.000e-03, eta: 18:18:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.0615, loss: 3.0615, grad_norm: 8.2403 2021-08-17 09:53:19,020 - mmaction - INFO - Epoch [19][2640/3520] lr: 5.000e-03, eta: 18:18:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5708, loss_cls: 3.0918, loss: 3.0918, grad_norm: 8.0327 2021-08-17 09:53:30,622 - mmaction - INFO - Epoch [19][2660/3520] lr: 5.000e-03, eta: 18:18:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5792, loss_cls: 3.0490, loss: 3.0490, grad_norm: 8.3243 2021-08-17 09:53:42,120 - mmaction - INFO - Epoch [19][2680/3520] lr: 5.000e-03, eta: 18:18:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5833, loss_cls: 2.9736, loss: 2.9736, grad_norm: 8.1837 2021-08-17 09:53:53,591 - mmaction - INFO - Epoch [19][2700/3520] lr: 5.000e-03, eta: 18:17:51, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5563, loss_cls: 3.1292, loss: 3.1292, grad_norm: 8.2538 2021-08-17 09:54:05,031 - mmaction - INFO - Epoch [19][2720/3520] lr: 5.000e-03, eta: 18:17:38, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5792, loss_cls: 3.0826, loss: 3.0826, grad_norm: 8.1628 2021-08-17 09:54:16,635 - mmaction - INFO - Epoch [19][2740/3520] lr: 5.000e-03, eta: 18:17:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5687, loss_cls: 3.0650, loss: 3.0650, grad_norm: 8.0555 2021-08-17 09:54:28,172 - mmaction - INFO - Epoch [19][2760/3520] lr: 5.000e-03, eta: 18:17:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5583, loss_cls: 3.1297, loss: 3.1297, grad_norm: 8.3185 2021-08-17 09:54:39,729 - mmaction - INFO - Epoch [19][2780/3520] lr: 5.000e-03, eta: 18:17:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5667, loss_cls: 3.0537, loss: 3.0537, grad_norm: 8.0143 2021-08-17 09:54:51,304 - mmaction - INFO - Epoch [19][2800/3520] lr: 5.000e-03, eta: 18:16:48, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5896, loss_cls: 2.9913, loss: 2.9913, grad_norm: 7.9795 2021-08-17 09:55:02,775 - mmaction - INFO - Epoch [19][2820/3520] lr: 5.000e-03, eta: 18:16:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5729, loss_cls: 3.0758, loss: 3.0758, grad_norm: 7.7941 2021-08-17 09:55:14,266 - mmaction - INFO - Epoch [19][2840/3520] lr: 5.000e-03, eta: 18:16:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5729, loss_cls: 2.9738, loss: 2.9738, grad_norm: 7.7224 2021-08-17 09:55:25,762 - mmaction - INFO - Epoch [19][2860/3520] lr: 5.000e-03, eta: 18:16:09, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 2.9785, loss: 2.9785, grad_norm: 7.9565 2021-08-17 09:55:37,325 - mmaction - INFO - Epoch [19][2880/3520] lr: 5.000e-03, eta: 18:15:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5687, loss_cls: 3.0180, loss: 3.0180, grad_norm: 8.0909 2021-08-17 09:55:48,893 - mmaction - INFO - Epoch [19][2900/3520] lr: 5.000e-03, eta: 18:15:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5573, loss_cls: 3.0583, loss: 3.0583, grad_norm: 7.6070 2021-08-17 09:56:00,431 - mmaction - INFO - Epoch [19][2920/3520] lr: 5.000e-03, eta: 18:15:31, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5490, loss_cls: 3.1277, loss: 3.1277, grad_norm: 8.1023 2021-08-17 09:56:11,971 - mmaction - INFO - Epoch [19][2940/3520] lr: 5.000e-03, eta: 18:15:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5542, loss_cls: 3.1104, loss: 3.1104, grad_norm: 7.9333 2021-08-17 09:56:23,418 - mmaction - INFO - Epoch [19][2960/3520] lr: 5.000e-03, eta: 18:15:06, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5740, loss_cls: 2.9929, loss: 2.9929, grad_norm: 7.9064 2021-08-17 09:56:35,011 - mmaction - INFO - Epoch [19][2980/3520] lr: 5.000e-03, eta: 18:14:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2635, top5_acc: 0.5781, loss_cls: 3.0209, loss: 3.0209, grad_norm: 8.0612 2021-08-17 09:56:46,438 - mmaction - INFO - Epoch [19][3000/3520] lr: 5.000e-03, eta: 18:14:40, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5531, loss_cls: 3.1409, loss: 3.1409, grad_norm: 8.2450 2021-08-17 09:56:58,004 - mmaction - INFO - Epoch [19][3020/3520] lr: 5.000e-03, eta: 18:14:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5594, loss_cls: 3.0916, loss: 3.0916, grad_norm: 8.2568 2021-08-17 09:57:09,464 - mmaction - INFO - Epoch [19][3040/3520] lr: 5.000e-03, eta: 18:14:15, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5646, loss_cls: 3.0572, loss: 3.0572, grad_norm: 8.0654 2021-08-17 09:57:20,966 - mmaction - INFO - Epoch [19][3060/3520] lr: 5.000e-03, eta: 18:14:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5813, loss_cls: 3.0298, loss: 3.0298, grad_norm: 7.9783 2021-08-17 09:57:32,542 - mmaction - INFO - Epoch [19][3080/3520] lr: 5.000e-03, eta: 18:13:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5552, loss_cls: 3.1056, loss: 3.1056, grad_norm: 8.1073 2021-08-17 09:57:44,097 - mmaction - INFO - Epoch [19][3100/3520] lr: 5.000e-03, eta: 18:13:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2573, top5_acc: 0.5375, loss_cls: 3.1679, loss: 3.1679, grad_norm: 8.0568 2021-08-17 09:57:55,562 - mmaction - INFO - Epoch [19][3120/3520] lr: 5.000e-03, eta: 18:13:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.6021, loss_cls: 2.9313, loss: 2.9313, grad_norm: 7.8576 2021-08-17 09:58:07,106 - mmaction - INFO - Epoch [19][3140/3520] lr: 5.000e-03, eta: 18:13:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5563, loss_cls: 3.0655, loss: 3.0655, grad_norm: 8.3708 2021-08-17 09:58:18,576 - mmaction - INFO - Epoch [19][3160/3520] lr: 5.000e-03, eta: 18:12:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2542, top5_acc: 0.5625, loss_cls: 3.1336, loss: 3.1336, grad_norm: 8.3076 2021-08-17 09:58:30,137 - mmaction - INFO - Epoch [19][3180/3520] lr: 5.000e-03, eta: 18:12:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5604, loss_cls: 3.1057, loss: 3.1057, grad_norm: 8.1450 2021-08-17 09:58:41,620 - mmaction - INFO - Epoch [19][3200/3520] lr: 5.000e-03, eta: 18:12:33, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.1164, loss: 3.1164, grad_norm: 7.9934 2021-08-17 09:58:53,127 - mmaction - INFO - Epoch [19][3220/3520] lr: 5.000e-03, eta: 18:12:20, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5615, loss_cls: 3.0666, loss: 3.0666, grad_norm: 7.9207 2021-08-17 09:59:04,708 - mmaction - INFO - Epoch [19][3240/3520] lr: 5.000e-03, eta: 18:12:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5792, loss_cls: 3.0068, loss: 3.0068, grad_norm: 7.8196 2021-08-17 09:59:16,289 - mmaction - INFO - Epoch [19][3260/3520] lr: 5.000e-03, eta: 18:11:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5792, loss_cls: 3.0002, loss: 3.0002, grad_norm: 8.2340 2021-08-17 09:59:27,784 - mmaction - INFO - Epoch [19][3280/3520] lr: 5.000e-03, eta: 18:11:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5667, loss_cls: 3.0532, loss: 3.0532, grad_norm: 7.8321 2021-08-17 09:59:39,368 - mmaction - INFO - Epoch [19][3300/3520] lr: 5.000e-03, eta: 18:11:29, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5833, loss_cls: 3.0532, loss: 3.0532, grad_norm: 8.4099 2021-08-17 09:59:50,838 - mmaction - INFO - Epoch [19][3320/3520] lr: 5.000e-03, eta: 18:11:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5604, loss_cls: 3.0994, loss: 3.0994, grad_norm: 8.0966 2021-08-17 10:00:02,363 - mmaction - INFO - Epoch [19][3340/3520] lr: 5.000e-03, eta: 18:11:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5885, loss_cls: 2.9890, loss: 2.9890, grad_norm: 7.8942 2021-08-17 10:00:13,899 - mmaction - INFO - Epoch [19][3360/3520] lr: 5.000e-03, eta: 18:10:51, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.0480, loss: 3.0480, grad_norm: 7.9798 2021-08-17 10:00:25,428 - mmaction - INFO - Epoch [19][3380/3520] lr: 5.000e-03, eta: 18:10:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5604, loss_cls: 3.0342, loss: 3.0342, grad_norm: 8.0448 2021-08-17 10:00:37,060 - mmaction - INFO - Epoch [19][3400/3520] lr: 5.000e-03, eta: 18:10:26, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5625, loss_cls: 3.0625, loss: 3.0625, grad_norm: 7.9667 2021-08-17 10:00:48,674 - mmaction - INFO - Epoch [19][3420/3520] lr: 5.000e-03, eta: 18:10:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5833, loss_cls: 3.0193, loss: 3.0193, grad_norm: 8.2501 2021-08-17 10:01:00,227 - mmaction - INFO - Epoch [19][3440/3520] lr: 5.000e-03, eta: 18:10:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5687, loss_cls: 3.0261, loss: 3.0261, grad_norm: 8.1725 2021-08-17 10:01:11,876 - mmaction - INFO - Epoch [19][3460/3520] lr: 5.000e-03, eta: 18:09:48, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3042, top5_acc: 0.5802, loss_cls: 2.9742, loss: 2.9742, grad_norm: 7.8914 2021-08-17 10:01:23,426 - mmaction - INFO - Epoch [19][3480/3520] lr: 5.000e-03, eta: 18:09:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3156, top5_acc: 0.5760, loss_cls: 2.9900, loss: 2.9900, grad_norm: 8.0595 2021-08-17 10:01:34,977 - mmaction - INFO - Epoch [19][3500/3520] lr: 5.000e-03, eta: 18:09:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5677, loss_cls: 3.0465, loss: 3.0465, grad_norm: 8.0892 2021-08-17 10:01:46,050 - mmaction - INFO - Epoch [19][3520/3520] lr: 5.000e-03, eta: 18:09:09, time: 0.554, data_time: 0.003, memory: 8335, top1_acc: 0.2728, top5_acc: 0.5543, loss_cls: 3.1319, loss: 3.1319, grad_norm: 8.0283 2021-08-17 10:01:47,964 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-08-17 10:03:09,161 - mmaction - INFO - Epoch [20][20/3520] lr: 5.000e-03, eta: 18:10:49, time: 4.015, data_time: 3.434, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5437, loss_cls: 3.1403, loss: 3.1403, grad_norm: 8.0583 2021-08-17 10:03:20,662 - mmaction - INFO - Epoch [20][40/3520] lr: 5.000e-03, eta: 18:10:36, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5792, loss_cls: 2.9866, loss: 2.9866, grad_norm: 7.8633 2021-08-17 10:03:32,092 - mmaction - INFO - Epoch [20][60/3520] lr: 5.000e-03, eta: 18:10:23, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.3115, top5_acc: 0.5958, loss_cls: 2.9429, loss: 2.9429, grad_norm: 8.1049 2021-08-17 10:03:43,607 - mmaction - INFO - Epoch [20][80/3520] lr: 5.000e-03, eta: 18:10:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5552, loss_cls: 3.0772, loss: 3.0772, grad_norm: 8.2513 2021-08-17 10:03:55,098 - mmaction - INFO - Epoch [20][100/3520] lr: 5.000e-03, eta: 18:09:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5875, loss_cls: 3.0043, loss: 3.0043, grad_norm: 8.0731 2021-08-17 10:04:06,674 - mmaction - INFO - Epoch [20][120/3520] lr: 5.000e-03, eta: 18:09:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3167, top5_acc: 0.5979, loss_cls: 2.9263, loss: 2.9263, grad_norm: 8.0332 2021-08-17 10:04:18,188 - mmaction - INFO - Epoch [20][140/3520] lr: 5.000e-03, eta: 18:09:32, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5667, loss_cls: 2.9831, loss: 2.9831, grad_norm: 7.9934 2021-08-17 10:04:29,688 - mmaction - INFO - Epoch [20][160/3520] lr: 5.000e-03, eta: 18:09:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5635, loss_cls: 3.1320, loss: 3.1320, grad_norm: 7.9899 2021-08-17 10:04:41,194 - mmaction - INFO - Epoch [20][180/3520] lr: 5.000e-03, eta: 18:09:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5948, loss_cls: 3.0072, loss: 3.0072, grad_norm: 8.0248 2021-08-17 10:04:52,791 - mmaction - INFO - Epoch [20][200/3520] lr: 5.000e-03, eta: 18:08:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.0773, loss: 3.0773, grad_norm: 8.1070 2021-08-17 10:05:04,317 - mmaction - INFO - Epoch [20][220/3520] lr: 5.000e-03, eta: 18:08:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 2.9753, loss: 2.9753, grad_norm: 8.0547 2021-08-17 10:05:15,896 - mmaction - INFO - Epoch [20][240/3520] lr: 5.000e-03, eta: 18:08:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5990, loss_cls: 2.9173, loss: 2.9173, grad_norm: 8.0508 2021-08-17 10:05:27,438 - mmaction - INFO - Epoch [20][260/3520] lr: 5.000e-03, eta: 18:08:15, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3146, top5_acc: 0.5740, loss_cls: 2.9855, loss: 2.9855, grad_norm: 7.9516 2021-08-17 10:05:38,918 - mmaction - INFO - Epoch [20][280/3520] lr: 5.000e-03, eta: 18:08:02, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5594, loss_cls: 3.0604, loss: 3.0604, grad_norm: 8.1371 2021-08-17 10:05:50,464 - mmaction - INFO - Epoch [20][300/3520] lr: 5.000e-03, eta: 18:07:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5698, loss_cls: 3.0108, loss: 3.0108, grad_norm: 7.8246 2021-08-17 10:06:01,991 - mmaction - INFO - Epoch [20][320/3520] lr: 5.000e-03, eta: 18:07:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5521, loss_cls: 3.0731, loss: 3.0731, grad_norm: 8.0721 2021-08-17 10:06:13,500 - mmaction - INFO - Epoch [20][340/3520] lr: 5.000e-03, eta: 18:07:24, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5698, loss_cls: 2.9744, loss: 2.9744, grad_norm: 7.8550 2021-08-17 10:06:25,042 - mmaction - INFO - Epoch [20][360/3520] lr: 5.000e-03, eta: 18:07:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5656, loss_cls: 3.0331, loss: 3.0331, grad_norm: 8.0719 2021-08-17 10:06:36,611 - mmaction - INFO - Epoch [20][380/3520] lr: 5.000e-03, eta: 18:06:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5833, loss_cls: 3.0616, loss: 3.0616, grad_norm: 8.2149 2021-08-17 10:06:48,183 - mmaction - INFO - Epoch [20][400/3520] lr: 5.000e-03, eta: 18:06:46, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3115, top5_acc: 0.5823, loss_cls: 2.9640, loss: 2.9640, grad_norm: 7.9437 2021-08-17 10:06:59,839 - mmaction - INFO - Epoch [20][420/3520] lr: 5.000e-03, eta: 18:06:34, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5677, loss_cls: 3.0503, loss: 3.0503, grad_norm: 8.2833 2021-08-17 10:07:11,330 - mmaction - INFO - Epoch [20][440/3520] lr: 5.000e-03, eta: 18:06:21, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5604, loss_cls: 3.0657, loss: 3.0657, grad_norm: 8.2783 2021-08-17 10:07:22,800 - mmaction - INFO - Epoch [20][460/3520] lr: 5.000e-03, eta: 18:06:08, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5729, loss_cls: 3.0017, loss: 3.0017, grad_norm: 8.2634 2021-08-17 10:07:34,296 - mmaction - INFO - Epoch [20][480/3520] lr: 5.000e-03, eta: 18:05:55, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5792, loss_cls: 3.0085, loss: 3.0085, grad_norm: 8.0606 2021-08-17 10:07:45,848 - mmaction - INFO - Epoch [20][500/3520] lr: 5.000e-03, eta: 18:05:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5781, loss_cls: 3.0868, loss: 3.0868, grad_norm: 8.4320 2021-08-17 10:07:57,422 - mmaction - INFO - Epoch [20][520/3520] lr: 5.000e-03, eta: 18:05:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5833, loss_cls: 3.0103, loss: 3.0103, grad_norm: 8.0962 2021-08-17 10:08:08,985 - mmaction - INFO - Epoch [20][540/3520] lr: 5.000e-03, eta: 18:05:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5729, loss_cls: 3.0006, loss: 3.0006, grad_norm: 7.9958 2021-08-17 10:08:20,508 - mmaction - INFO - Epoch [20][560/3520] lr: 5.000e-03, eta: 18:05:04, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3042, top5_acc: 0.5583, loss_cls: 3.0611, loss: 3.0611, grad_norm: 8.2360 2021-08-17 10:08:32,092 - mmaction - INFO - Epoch [20][580/3520] lr: 5.000e-03, eta: 18:04:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5750, loss_cls: 3.0496, loss: 3.0496, grad_norm: 8.2804 2021-08-17 10:08:43,666 - mmaction - INFO - Epoch [20][600/3520] lr: 5.000e-03, eta: 18:04:39, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5729, loss_cls: 3.0765, loss: 3.0765, grad_norm: 8.0269 2021-08-17 10:08:55,208 - mmaction - INFO - Epoch [20][620/3520] lr: 5.000e-03, eta: 18:04:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.0481, loss: 3.0481, grad_norm: 8.1554 2021-08-17 10:09:06,777 - mmaction - INFO - Epoch [20][640/3520] lr: 5.000e-03, eta: 18:04:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5542, loss_cls: 3.0789, loss: 3.0789, grad_norm: 8.2998 2021-08-17 10:09:18,313 - mmaction - INFO - Epoch [20][660/3520] lr: 5.000e-03, eta: 18:04:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5646, loss_cls: 3.0681, loss: 3.0681, grad_norm: 8.1435 2021-08-17 10:09:29,880 - mmaction - INFO - Epoch [20][680/3520] lr: 5.000e-03, eta: 18:03:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.0452, loss: 3.0452, grad_norm: 8.0601 2021-08-17 10:09:41,409 - mmaction - INFO - Epoch [20][700/3520] lr: 5.000e-03, eta: 18:03:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5771, loss_cls: 3.0285, loss: 3.0285, grad_norm: 7.8464 2021-08-17 10:09:53,022 - mmaction - INFO - Epoch [20][720/3520] lr: 5.000e-03, eta: 18:03:23, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5771, loss_cls: 3.0421, loss: 3.0421, grad_norm: 8.2396 2021-08-17 10:10:04,606 - mmaction - INFO - Epoch [20][740/3520] lr: 5.000e-03, eta: 18:03:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5896, loss_cls: 2.9871, loss: 2.9871, grad_norm: 8.1372 2021-08-17 10:10:16,091 - mmaction - INFO - Epoch [20][760/3520] lr: 5.000e-03, eta: 18:02:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5865, loss_cls: 3.0027, loss: 3.0027, grad_norm: 7.8074 2021-08-17 10:10:27,614 - mmaction - INFO - Epoch [20][780/3520] lr: 5.000e-03, eta: 18:02:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5604, loss_cls: 3.1294, loss: 3.1294, grad_norm: 7.9982 2021-08-17 10:10:39,150 - mmaction - INFO - Epoch [20][800/3520] lr: 5.000e-03, eta: 18:02:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.6052, loss_cls: 2.9382, loss: 2.9382, grad_norm: 7.9748 2021-08-17 10:10:50,647 - mmaction - INFO - Epoch [20][820/3520] lr: 5.000e-03, eta: 18:02:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5708, loss_cls: 3.0372, loss: 3.0372, grad_norm: 7.9630 2021-08-17 10:11:02,205 - mmaction - INFO - Epoch [20][840/3520] lr: 5.000e-03, eta: 18:02:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.0190, loss: 3.0190, grad_norm: 8.4741 2021-08-17 10:11:13,751 - mmaction - INFO - Epoch [20][860/3520] lr: 5.000e-03, eta: 18:01:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.6010, loss_cls: 2.9663, loss: 2.9663, grad_norm: 8.4955 2021-08-17 10:11:25,245 - mmaction - INFO - Epoch [20][880/3520] lr: 5.000e-03, eta: 18:01:41, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5656, loss_cls: 3.0055, loss: 3.0055, grad_norm: 8.0341 2021-08-17 10:11:36,754 - mmaction - INFO - Epoch [20][900/3520] lr: 5.000e-03, eta: 18:01:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3177, top5_acc: 0.5906, loss_cls: 2.9439, loss: 2.9439, grad_norm: 7.9899 2021-08-17 10:11:48,325 - mmaction - INFO - Epoch [20][920/3520] lr: 5.000e-03, eta: 18:01:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5760, loss_cls: 2.9979, loss: 2.9979, grad_norm: 8.2209 2021-08-17 10:11:59,902 - mmaction - INFO - Epoch [20][940/3520] lr: 5.000e-03, eta: 18:01:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5979, loss_cls: 2.9620, loss: 2.9620, grad_norm: 8.0757 2021-08-17 10:12:11,411 - mmaction - INFO - Epoch [20][960/3520] lr: 5.000e-03, eta: 18:00:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5750, loss_cls: 3.0254, loss: 3.0254, grad_norm: 8.0268 2021-08-17 10:12:22,988 - mmaction - INFO - Epoch [20][980/3520] lr: 5.000e-03, eta: 18:00:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5969, loss_cls: 2.9777, loss: 2.9777, grad_norm: 8.1703 2021-08-17 10:12:34,542 - mmaction - INFO - Epoch [20][1000/3520] lr: 5.000e-03, eta: 18:00:25, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5917, loss_cls: 2.9560, loss: 2.9560, grad_norm: 7.9794 2021-08-17 10:12:46,139 - mmaction - INFO - Epoch [20][1020/3520] lr: 5.000e-03, eta: 18:00:12, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5563, loss_cls: 3.0620, loss: 3.0620, grad_norm: 8.2331 2021-08-17 10:12:57,642 - mmaction - INFO - Epoch [20][1040/3520] lr: 5.000e-03, eta: 17:59:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3135, top5_acc: 0.5990, loss_cls: 2.9172, loss: 2.9172, grad_norm: 7.9235 2021-08-17 10:13:09,262 - mmaction - INFO - Epoch [20][1060/3520] lr: 5.000e-03, eta: 17:59:47, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5740, loss_cls: 3.0584, loss: 3.0584, grad_norm: 8.2529 2021-08-17 10:13:20,747 - mmaction - INFO - Epoch [20][1080/3520] lr: 5.000e-03, eta: 17:59:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5385, loss_cls: 3.1610, loss: 3.1610, grad_norm: 8.3378 2021-08-17 10:13:32,331 - mmaction - INFO - Epoch [20][1100/3520] lr: 5.000e-03, eta: 17:59:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3073, top5_acc: 0.5813, loss_cls: 2.9554, loss: 2.9554, grad_norm: 7.9275 2021-08-17 10:13:43,858 - mmaction - INFO - Epoch [20][1120/3520] lr: 5.000e-03, eta: 17:59:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5563, loss_cls: 3.0582, loss: 3.0582, grad_norm: 8.2018 2021-08-17 10:13:55,339 - mmaction - INFO - Epoch [20][1140/3520] lr: 5.000e-03, eta: 17:58:56, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5646, loss_cls: 3.0328, loss: 3.0328, grad_norm: 8.0373 2021-08-17 10:14:06,881 - mmaction - INFO - Epoch [20][1160/3520] lr: 5.000e-03, eta: 17:58:43, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5729, loss_cls: 3.0084, loss: 3.0084, grad_norm: 8.2403 2021-08-17 10:14:18,497 - mmaction - INFO - Epoch [20][1180/3520] lr: 5.000e-03, eta: 17:58:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5823, loss_cls: 3.0619, loss: 3.0619, grad_norm: 8.2571 2021-08-17 10:14:30,176 - mmaction - INFO - Epoch [20][1200/3520] lr: 5.000e-03, eta: 17:58:18, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.1436, loss: 3.1436, grad_norm: 8.3952 2021-08-17 10:14:41,770 - mmaction - INFO - Epoch [20][1220/3520] lr: 5.000e-03, eta: 17:58:05, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5677, loss_cls: 3.0484, loss: 3.0484, grad_norm: 8.0810 2021-08-17 10:14:53,303 - mmaction - INFO - Epoch [20][1240/3520] lr: 5.000e-03, eta: 17:57:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3240, top5_acc: 0.5813, loss_cls: 2.9277, loss: 2.9277, grad_norm: 7.8388 2021-08-17 10:15:04,818 - mmaction - INFO - Epoch [20][1260/3520] lr: 5.000e-03, eta: 17:57:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5813, loss_cls: 2.9982, loss: 2.9982, grad_norm: 7.9323 2021-08-17 10:15:16,334 - mmaction - INFO - Epoch [20][1280/3520] lr: 5.000e-03, eta: 17:57:27, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5615, loss_cls: 3.0993, loss: 3.0993, grad_norm: 8.1844 2021-08-17 10:15:27,889 - mmaction - INFO - Epoch [20][1300/3520] lr: 5.000e-03, eta: 17:57:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5354, loss_cls: 3.1429, loss: 3.1429, grad_norm: 8.2466 2021-08-17 10:15:39,360 - mmaction - INFO - Epoch [20][1320/3520] lr: 5.000e-03, eta: 17:57:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5844, loss_cls: 3.0626, loss: 3.0626, grad_norm: 8.0528 2021-08-17 10:15:50,966 - mmaction - INFO - Epoch [20][1340/3520] lr: 5.000e-03, eta: 17:56:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2740, top5_acc: 0.5552, loss_cls: 3.1149, loss: 3.1149, grad_norm: 8.0882 2021-08-17 10:16:02,579 - mmaction - INFO - Epoch [20][1360/3520] lr: 5.000e-03, eta: 17:56:37, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 2.9888, loss: 2.9888, grad_norm: 7.8597 2021-08-17 10:16:14,075 - mmaction - INFO - Epoch [20][1380/3520] lr: 5.000e-03, eta: 17:56:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.0506, loss: 3.0506, grad_norm: 7.9342 2021-08-17 10:16:25,714 - mmaction - INFO - Epoch [20][1400/3520] lr: 5.000e-03, eta: 17:56:11, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5865, loss_cls: 3.0195, loss: 3.0195, grad_norm: 8.0987 2021-08-17 10:16:37,250 - mmaction - INFO - Epoch [20][1420/3520] lr: 5.000e-03, eta: 17:55:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5458, loss_cls: 3.1062, loss: 3.1062, grad_norm: 7.9139 2021-08-17 10:16:48,806 - mmaction - INFO - Epoch [20][1440/3520] lr: 5.000e-03, eta: 17:55:46, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5635, loss_cls: 3.0836, loss: 3.0836, grad_norm: 8.1704 2021-08-17 10:17:00,385 - mmaction - INFO - Epoch [20][1460/3520] lr: 5.000e-03, eta: 17:55:33, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5615, loss_cls: 3.0017, loss: 3.0017, grad_norm: 7.9829 2021-08-17 10:17:11,956 - mmaction - INFO - Epoch [20][1480/3520] lr: 5.000e-03, eta: 17:55:21, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5427, loss_cls: 3.1441, loss: 3.1441, grad_norm: 8.5640 2021-08-17 10:17:23,591 - mmaction - INFO - Epoch [20][1500/3520] lr: 5.000e-03, eta: 17:55:08, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5885, loss_cls: 2.9764, loss: 2.9764, grad_norm: 7.9973 2021-08-17 10:17:35,115 - mmaction - INFO - Epoch [20][1520/3520] lr: 5.000e-03, eta: 17:54:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2646, top5_acc: 0.5406, loss_cls: 3.2136, loss: 3.2136, grad_norm: 8.3856 2021-08-17 10:17:46,697 - mmaction - INFO - Epoch [20][1540/3520] lr: 5.000e-03, eta: 17:54:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3073, top5_acc: 0.5760, loss_cls: 3.0260, loss: 3.0260, grad_norm: 7.8383 2021-08-17 10:17:58,212 - mmaction - INFO - Epoch [20][1560/3520] lr: 5.000e-03, eta: 17:54:30, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5719, loss_cls: 2.9848, loss: 2.9848, grad_norm: 8.0469 2021-08-17 10:18:09,748 - mmaction - INFO - Epoch [20][1580/3520] lr: 5.000e-03, eta: 17:54:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5906, loss_cls: 2.9635, loss: 2.9635, grad_norm: 8.0209 2021-08-17 10:18:21,388 - mmaction - INFO - Epoch [20][1600/3520] lr: 5.000e-03, eta: 17:54:05, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5573, loss_cls: 3.1112, loss: 3.1112, grad_norm: 8.0507 2021-08-17 10:18:32,911 - mmaction - INFO - Epoch [20][1620/3520] lr: 5.000e-03, eta: 17:53:52, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5615, loss_cls: 3.0065, loss: 3.0065, grad_norm: 8.1643 2021-08-17 10:18:44,468 - mmaction - INFO - Epoch [20][1640/3520] lr: 5.000e-03, eta: 17:53:39, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2677, top5_acc: 0.5583, loss_cls: 3.2008, loss: 3.2008, grad_norm: 8.1976 2021-08-17 10:18:56,034 - mmaction - INFO - Epoch [20][1660/3520] lr: 5.000e-03, eta: 17:53:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.0696, loss: 3.0696, grad_norm: 7.8246 2021-08-17 10:19:07,619 - mmaction - INFO - Epoch [20][1680/3520] lr: 5.000e-03, eta: 17:53:14, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5594, loss_cls: 3.0738, loss: 3.0738, grad_norm: 8.1396 2021-08-17 10:19:19,122 - mmaction - INFO - Epoch [20][1700/3520] lr: 5.000e-03, eta: 17:53:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5510, loss_cls: 3.0784, loss: 3.0784, grad_norm: 8.2434 2021-08-17 10:19:30,630 - mmaction - INFO - Epoch [20][1720/3520] lr: 5.000e-03, eta: 17:52:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5885, loss_cls: 2.9932, loss: 2.9932, grad_norm: 8.3814 2021-08-17 10:19:42,140 - mmaction - INFO - Epoch [20][1740/3520] lr: 5.000e-03, eta: 17:52:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5594, loss_cls: 3.0227, loss: 3.0227, grad_norm: 7.8651 2021-08-17 10:19:53,674 - mmaction - INFO - Epoch [20][1760/3520] lr: 5.000e-03, eta: 17:52:23, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3104, top5_acc: 0.6156, loss_cls: 2.9337, loss: 2.9337, grad_norm: 8.0831 2021-08-17 10:20:05,193 - mmaction - INFO - Epoch [20][1780/3520] lr: 5.000e-03, eta: 17:52:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.2687, top5_acc: 0.5531, loss_cls: 3.1428, loss: 3.1428, grad_norm: 8.2673 2021-08-17 10:20:16,737 - mmaction - INFO - Epoch [20][1800/3520] lr: 5.000e-03, eta: 17:51:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5479, loss_cls: 3.1211, loss: 3.1211, grad_norm: 8.1083 2021-08-17 10:20:28,211 - mmaction - INFO - Epoch [20][1820/3520] lr: 5.000e-03, eta: 17:51:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2812, top5_acc: 0.5427, loss_cls: 3.1513, loss: 3.1513, grad_norm: 8.0033 2021-08-17 10:20:39,807 - mmaction - INFO - Epoch [20][1840/3520] lr: 5.000e-03, eta: 17:51:32, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5750, loss_cls: 3.0523, loss: 3.0523, grad_norm: 7.9795 2021-08-17 10:20:51,367 - mmaction - INFO - Epoch [20][1860/3520] lr: 5.000e-03, eta: 17:51:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5729, loss_cls: 3.0182, loss: 3.0182, grad_norm: 7.9169 2021-08-17 10:21:02,879 - mmaction - INFO - Epoch [20][1880/3520] lr: 5.000e-03, eta: 17:51:07, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5427, loss_cls: 3.0972, loss: 3.0972, grad_norm: 8.2415 2021-08-17 10:21:14,452 - mmaction - INFO - Epoch [20][1900/3520] lr: 5.000e-03, eta: 17:50:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5865, loss_cls: 3.0444, loss: 3.0444, grad_norm: 7.8955 2021-08-17 10:21:25,989 - mmaction - INFO - Epoch [20][1920/3520] lr: 5.000e-03, eta: 17:50:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5635, loss_cls: 3.0149, loss: 3.0149, grad_norm: 8.2564 2021-08-17 10:21:37,498 - mmaction - INFO - Epoch [20][1940/3520] lr: 5.000e-03, eta: 17:50:29, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5385, loss_cls: 3.1423, loss: 3.1423, grad_norm: 8.0592 2021-08-17 10:21:49,009 - mmaction - INFO - Epoch [20][1960/3520] lr: 5.000e-03, eta: 17:50:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5427, loss_cls: 3.1570, loss: 3.1570, grad_norm: 8.2291 2021-08-17 10:22:00,560 - mmaction - INFO - Epoch [20][1980/3520] lr: 5.000e-03, eta: 17:50:04, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.2865, top5_acc: 0.5760, loss_cls: 3.1117, loss: 3.1117, grad_norm: 8.1355 2021-08-17 10:22:12,144 - mmaction - INFO - Epoch [20][2000/3520] lr: 5.000e-03, eta: 17:49:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5427, loss_cls: 3.1624, loss: 3.1624, grad_norm: 8.0200 2021-08-17 10:22:23,642 - mmaction - INFO - Epoch [20][2020/3520] lr: 5.000e-03, eta: 17:49:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2792, top5_acc: 0.5625, loss_cls: 3.0969, loss: 3.0969, grad_norm: 8.0185 2021-08-17 10:22:35,242 - mmaction - INFO - Epoch [20][2040/3520] lr: 5.000e-03, eta: 17:49:26, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3021, top5_acc: 0.5813, loss_cls: 2.9946, loss: 2.9946, grad_norm: 8.1175 2021-08-17 10:22:46,810 - mmaction - INFO - Epoch [20][2060/3520] lr: 5.000e-03, eta: 17:49:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5667, loss_cls: 3.0379, loss: 3.0379, grad_norm: 8.3854 2021-08-17 10:22:58,321 - mmaction - INFO - Epoch [20][2080/3520] lr: 5.000e-03, eta: 17:49:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2667, top5_acc: 0.5437, loss_cls: 3.1256, loss: 3.1256, grad_norm: 8.4695 2021-08-17 10:23:09,783 - mmaction - INFO - Epoch [20][2100/3520] lr: 5.000e-03, eta: 17:48:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2625, top5_acc: 0.5844, loss_cls: 3.0193, loss: 3.0193, grad_norm: 7.9532 2021-08-17 10:23:21,442 - mmaction - INFO - Epoch [20][2120/3520] lr: 5.000e-03, eta: 17:48:35, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5792, loss_cls: 2.9918, loss: 2.9918, grad_norm: 8.0232 2021-08-17 10:23:32,954 - mmaction - INFO - Epoch [20][2140/3520] lr: 5.000e-03, eta: 17:48:22, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5646, loss_cls: 3.1304, loss: 3.1304, grad_norm: 7.8551 2021-08-17 10:23:44,465 - mmaction - INFO - Epoch [20][2160/3520] lr: 5.000e-03, eta: 17:48:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5646, loss_cls: 3.0747, loss: 3.0747, grad_norm: 7.8721 2021-08-17 10:23:55,967 - mmaction - INFO - Epoch [20][2180/3520] lr: 5.000e-03, eta: 17:47:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3104, top5_acc: 0.5906, loss_cls: 3.0004, loss: 3.0004, grad_norm: 7.9633 2021-08-17 10:24:07,570 - mmaction - INFO - Epoch [20][2200/3520] lr: 5.000e-03, eta: 17:47:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.6073, loss_cls: 2.9423, loss: 2.9423, grad_norm: 8.1567 2021-08-17 10:24:19,044 - mmaction - INFO - Epoch [20][2220/3520] lr: 5.000e-03, eta: 17:47:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.0221, loss: 3.0221, grad_norm: 7.9868 2021-08-17 10:24:30,688 - mmaction - INFO - Epoch [20][2240/3520] lr: 5.000e-03, eta: 17:47:19, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.0038, loss: 3.0038, grad_norm: 8.1462 2021-08-17 10:24:42,243 - mmaction - INFO - Epoch [20][2260/3520] lr: 5.000e-03, eta: 17:47:06, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5823, loss_cls: 3.0620, loss: 3.0620, grad_norm: 8.2377 2021-08-17 10:24:53,802 - mmaction - INFO - Epoch [20][2280/3520] lr: 5.000e-03, eta: 17:46:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5740, loss_cls: 3.0605, loss: 3.0605, grad_norm: 8.3029 2021-08-17 10:25:05,380 - mmaction - INFO - Epoch [20][2300/3520] lr: 5.000e-03, eta: 17:46:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3177, top5_acc: 0.5760, loss_cls: 2.9543, loss: 2.9543, grad_norm: 8.1748 2021-08-17 10:25:16,957 - mmaction - INFO - Epoch [20][2320/3520] lr: 5.000e-03, eta: 17:46:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5625, loss_cls: 3.0939, loss: 3.0939, grad_norm: 8.0521 2021-08-17 10:25:28,490 - mmaction - INFO - Epoch [20][2340/3520] lr: 5.000e-03, eta: 17:46:16, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2729, top5_acc: 0.5167, loss_cls: 3.1707, loss: 3.1707, grad_norm: 8.0377 2021-08-17 10:25:40,056 - mmaction - INFO - Epoch [20][2360/3520] lr: 5.000e-03, eta: 17:46:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5813, loss_cls: 2.9979, loss: 2.9979, grad_norm: 8.2225 2021-08-17 10:25:51,545 - mmaction - INFO - Epoch [20][2380/3520] lr: 5.000e-03, eta: 17:45:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 2.9436, loss: 2.9436, grad_norm: 7.7729 2021-08-17 10:26:03,147 - mmaction - INFO - Epoch [20][2400/3520] lr: 5.000e-03, eta: 17:45:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5427, loss_cls: 3.1643, loss: 3.1643, grad_norm: 8.2033 2021-08-17 10:26:14,655 - mmaction - INFO - Epoch [20][2420/3520] lr: 5.000e-03, eta: 17:45:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5698, loss_cls: 3.0833, loss: 3.0833, grad_norm: 8.2133 2021-08-17 10:26:26,183 - mmaction - INFO - Epoch [20][2440/3520] lr: 5.000e-03, eta: 17:45:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5823, loss_cls: 3.0509, loss: 3.0509, grad_norm: 8.1363 2021-08-17 10:26:37,756 - mmaction - INFO - Epoch [20][2460/3520] lr: 5.000e-03, eta: 17:45:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5625, loss_cls: 3.0847, loss: 3.0847, grad_norm: 8.1893 2021-08-17 10:26:49,273 - mmaction - INFO - Epoch [20][2480/3520] lr: 5.000e-03, eta: 17:44:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3073, top5_acc: 0.5771, loss_cls: 2.9761, loss: 2.9761, grad_norm: 7.8076 2021-08-17 10:27:00,836 - mmaction - INFO - Epoch [20][2500/3520] lr: 5.000e-03, eta: 17:44:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5813, loss_cls: 3.0272, loss: 3.0272, grad_norm: 8.2387 2021-08-17 10:27:12,377 - mmaction - INFO - Epoch [20][2520/3520] lr: 5.000e-03, eta: 17:44:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5573, loss_cls: 3.1101, loss: 3.1101, grad_norm: 8.0028 2021-08-17 10:27:23,936 - mmaction - INFO - Epoch [20][2540/3520] lr: 5.000e-03, eta: 17:44:09, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2594, top5_acc: 0.5687, loss_cls: 3.1129, loss: 3.1129, grad_norm: 8.3352 2021-08-17 10:27:35,538 - mmaction - INFO - Epoch [20][2560/3520] lr: 5.000e-03, eta: 17:43:57, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5635, loss_cls: 3.0590, loss: 3.0590, grad_norm: 8.3094 2021-08-17 10:27:47,077 - mmaction - INFO - Epoch [20][2580/3520] lr: 5.000e-03, eta: 17:43:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2885, top5_acc: 0.5823, loss_cls: 2.9868, loss: 2.9868, grad_norm: 8.1589 2021-08-17 10:27:58,627 - mmaction - INFO - Epoch [20][2600/3520] lr: 5.000e-03, eta: 17:43:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2917, top5_acc: 0.5708, loss_cls: 3.0176, loss: 3.0176, grad_norm: 7.8174 2021-08-17 10:28:10,164 - mmaction - INFO - Epoch [20][2620/3520] lr: 5.000e-03, eta: 17:43:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2906, top5_acc: 0.5552, loss_cls: 3.1081, loss: 3.1081, grad_norm: 8.0794 2021-08-17 10:28:21,718 - mmaction - INFO - Epoch [20][2640/3520] lr: 5.000e-03, eta: 17:43:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2979, top5_acc: 0.5906, loss_cls: 2.9682, loss: 2.9682, grad_norm: 7.9847 2021-08-17 10:28:33,268 - mmaction - INFO - Epoch [20][2660/3520] lr: 5.000e-03, eta: 17:42:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.0442, loss: 3.0442, grad_norm: 8.2748 2021-08-17 10:28:44,874 - mmaction - INFO - Epoch [20][2680/3520] lr: 5.000e-03, eta: 17:42:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.2948, top5_acc: 0.5729, loss_cls: 3.0463, loss: 3.0463, grad_norm: 8.0082 2021-08-17 10:28:56,359 - mmaction - INFO - Epoch [20][2700/3520] lr: 5.000e-03, eta: 17:42:28, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3083, top5_acc: 0.6031, loss_cls: 2.8987, loss: 2.8987, grad_norm: 7.9359 2021-08-17 10:29:07,926 - mmaction - INFO - Epoch [20][2720/3520] lr: 5.000e-03, eta: 17:42:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5698, loss_cls: 3.0392, loss: 3.0392, grad_norm: 8.0886 2021-08-17 10:29:19,386 - mmaction - INFO - Epoch [20][2740/3520] lr: 5.000e-03, eta: 17:42:03, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5885, loss_cls: 3.0493, loss: 3.0493, grad_norm: 8.3420 2021-08-17 10:29:30,941 - mmaction - INFO - Epoch [20][2760/3520] lr: 5.000e-03, eta: 17:41:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5729, loss_cls: 3.0122, loss: 3.0122, grad_norm: 8.3473 2021-08-17 10:29:42,536 - mmaction - INFO - Epoch [20][2780/3520] lr: 5.000e-03, eta: 17:41:38, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5802, loss_cls: 3.0105, loss: 3.0105, grad_norm: 8.0093 2021-08-17 10:29:54,028 - mmaction - INFO - Epoch [20][2800/3520] lr: 5.000e-03, eta: 17:41:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5625, loss_cls: 3.1395, loss: 3.1395, grad_norm: 8.1924 2021-08-17 10:30:05,548 - mmaction - INFO - Epoch [20][2820/3520] lr: 5.000e-03, eta: 17:41:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5865, loss_cls: 3.0198, loss: 3.0198, grad_norm: 8.1311 2021-08-17 10:30:17,139 - mmaction - INFO - Epoch [20][2840/3520] lr: 5.000e-03, eta: 17:41:00, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2760, top5_acc: 0.5740, loss_cls: 3.0623, loss: 3.0623, grad_norm: 8.3571 2021-08-17 10:30:28,624 - mmaction - INFO - Epoch [20][2860/3520] lr: 5.000e-03, eta: 17:40:47, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3135, top5_acc: 0.6031, loss_cls: 2.9075, loss: 2.9075, grad_norm: 8.1360 2021-08-17 10:30:40,120 - mmaction - INFO - Epoch [20][2880/3520] lr: 5.000e-03, eta: 17:40:34, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2656, top5_acc: 0.5458, loss_cls: 3.1129, loss: 3.1129, grad_norm: 8.3048 2021-08-17 10:30:51,733 - mmaction - INFO - Epoch [20][2900/3520] lr: 5.000e-03, eta: 17:40:22, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5583, loss_cls: 3.0233, loss: 3.0233, grad_norm: 8.0722 2021-08-17 10:31:03,283 - mmaction - INFO - Epoch [20][2920/3520] lr: 5.000e-03, eta: 17:40:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5771, loss_cls: 3.0754, loss: 3.0754, grad_norm: 8.2864 2021-08-17 10:31:14,826 - mmaction - INFO - Epoch [20][2940/3520] lr: 5.000e-03, eta: 17:39:56, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3083, top5_acc: 0.5719, loss_cls: 3.0528, loss: 3.0528, grad_norm: 8.2690 2021-08-17 10:31:26,439 - mmaction - INFO - Epoch [20][2960/3520] lr: 5.000e-03, eta: 17:39:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2719, top5_acc: 0.5510, loss_cls: 3.1116, loss: 3.1116, grad_norm: 8.1933 2021-08-17 10:31:37,933 - mmaction - INFO - Epoch [20][2980/3520] lr: 5.000e-03, eta: 17:39:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2875, top5_acc: 0.5323, loss_cls: 3.1084, loss: 3.1084, grad_norm: 8.0994 2021-08-17 10:31:49,475 - mmaction - INFO - Epoch [20][3000/3520] lr: 5.000e-03, eta: 17:39:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2927, top5_acc: 0.5677, loss_cls: 3.0512, loss: 3.0512, grad_norm: 7.8165 2021-08-17 10:32:00,953 - mmaction - INFO - Epoch [20][3020/3520] lr: 5.000e-03, eta: 17:39:06, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3042, top5_acc: 0.5896, loss_cls: 2.9001, loss: 2.9001, grad_norm: 8.1866 2021-08-17 10:32:12,432 - mmaction - INFO - Epoch [20][3040/3520] lr: 5.000e-03, eta: 17:38:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.0046, loss: 3.0046, grad_norm: 8.1336 2021-08-17 10:32:23,957 - mmaction - INFO - Epoch [20][3060/3520] lr: 5.000e-03, eta: 17:38:40, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2750, top5_acc: 0.5677, loss_cls: 3.0282, loss: 3.0282, grad_norm: 8.4182 2021-08-17 10:32:35,485 - mmaction - INFO - Epoch [20][3080/3520] lr: 5.000e-03, eta: 17:38:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2844, top5_acc: 0.5698, loss_cls: 3.0696, loss: 3.0696, grad_norm: 8.0565 2021-08-17 10:32:47,072 - mmaction - INFO - Epoch [20][3100/3520] lr: 5.000e-03, eta: 17:38:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3052, top5_acc: 0.5896, loss_cls: 2.9988, loss: 2.9988, grad_norm: 8.0235 2021-08-17 10:32:58,602 - mmaction - INFO - Epoch [20][3120/3520] lr: 5.000e-03, eta: 17:38:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5698, loss_cls: 3.0725, loss: 3.0725, grad_norm: 8.2949 2021-08-17 10:33:10,106 - mmaction - INFO - Epoch [20][3140/3520] lr: 5.000e-03, eta: 17:37:50, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.2854, top5_acc: 0.5750, loss_cls: 3.0549, loss: 3.0549, grad_norm: 8.4348 2021-08-17 10:33:21,677 - mmaction - INFO - Epoch [20][3160/3520] lr: 5.000e-03, eta: 17:37:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.2802, top5_acc: 0.5677, loss_cls: 3.0080, loss: 3.0080, grad_norm: 8.1170 2021-08-17 10:33:33,209 - mmaction - INFO - Epoch [20][3180/3520] lr: 5.000e-03, eta: 17:37:24, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2990, top5_acc: 0.5875, loss_cls: 2.9987, loss: 2.9987, grad_norm: 8.3327 2021-08-17 10:33:44,764 - mmaction - INFO - Epoch [20][3200/3520] lr: 5.000e-03, eta: 17:37:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3115, top5_acc: 0.5833, loss_cls: 2.9915, loss: 2.9915, grad_norm: 8.1224 2021-08-17 10:33:56,359 - mmaction - INFO - Epoch [20][3220/3520] lr: 5.000e-03, eta: 17:36:59, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.2583, top5_acc: 0.5312, loss_cls: 3.2161, loss: 3.2161, grad_norm: 8.0294 2021-08-17 10:34:07,864 - mmaction - INFO - Epoch [20][3240/3520] lr: 5.000e-03, eta: 17:36:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2833, top5_acc: 0.5667, loss_cls: 3.0715, loss: 3.0715, grad_norm: 8.1810 2021-08-17 10:34:19,469 - mmaction - INFO - Epoch [20][3260/3520] lr: 5.000e-03, eta: 17:36:34, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.2604, top5_acc: 0.5510, loss_cls: 3.0735, loss: 3.0735, grad_norm: 8.1446 2021-08-17 10:34:31,066 - mmaction - INFO - Epoch [20][3280/3520] lr: 5.000e-03, eta: 17:36:21, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5604, loss_cls: 3.0797, loss: 3.0797, grad_norm: 8.2182 2021-08-17 10:34:42,697 - mmaction - INFO - Epoch [20][3300/3520] lr: 5.000e-03, eta: 17:36:09, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3125, top5_acc: 0.5927, loss_cls: 2.9850, loss: 2.9850, grad_norm: 8.1222 2021-08-17 10:34:54,294 - mmaction - INFO - Epoch [20][3320/3520] lr: 5.000e-03, eta: 17:35:56, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.2698, top5_acc: 0.5760, loss_cls: 3.0148, loss: 3.0148, grad_norm: 7.8937 2021-08-17 10:35:05,771 - mmaction - INFO - Epoch [20][3340/3520] lr: 5.000e-03, eta: 17:35:44, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2958, top5_acc: 0.5813, loss_cls: 2.9761, loss: 2.9761, grad_norm: 7.9556 2021-08-17 10:35:17,269 - mmaction - INFO - Epoch [20][3360/3520] lr: 5.000e-03, eta: 17:35:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2896, top5_acc: 0.5698, loss_cls: 3.0179, loss: 3.0179, grad_norm: 8.0467 2021-08-17 10:35:28,759 - mmaction - INFO - Epoch [20][3380/3520] lr: 5.000e-03, eta: 17:35:18, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.3010, top5_acc: 0.5740, loss_cls: 3.0549, loss: 3.0549, grad_norm: 8.0335 2021-08-17 10:35:40,297 - mmaction - INFO - Epoch [20][3400/3520] lr: 5.000e-03, eta: 17:35:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3177, top5_acc: 0.5927, loss_cls: 2.9905, loss: 2.9905, grad_norm: 8.0962 2021-08-17 10:35:51,893 - mmaction - INFO - Epoch [20][3420/3520] lr: 5.000e-03, eta: 17:34:53, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.2938, top5_acc: 0.5542, loss_cls: 3.0841, loss: 3.0841, grad_norm: 8.0139 2021-08-17 10:36:03,460 - mmaction - INFO - Epoch [20][3440/3520] lr: 5.000e-03, eta: 17:34:41, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2615, top5_acc: 0.5469, loss_cls: 3.1158, loss: 3.1158, grad_norm: 8.3427 2021-08-17 10:36:15,018 - mmaction - INFO - Epoch [20][3460/3520] lr: 5.000e-03, eta: 17:34:28, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.0561, loss: 3.0561, grad_norm: 8.3092 2021-08-17 10:36:26,506 - mmaction - INFO - Epoch [20][3480/3520] lr: 5.000e-03, eta: 17:34:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.2771, top5_acc: 0.5760, loss_cls: 3.1078, loss: 3.1078, grad_norm: 8.6490 2021-08-17 10:36:38,050 - mmaction - INFO - Epoch [20][3500/3520] lr: 5.000e-03, eta: 17:34:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5667, loss_cls: 3.0683, loss: 3.0683, grad_norm: 8.0544 2021-08-17 10:36:49,171 - mmaction - INFO - Epoch [20][3520/3520] lr: 5.000e-03, eta: 17:33:49, time: 0.557, data_time: 0.003, memory: 8335, top1_acc: 0.2804, top5_acc: 0.5511, loss_cls: 3.0781, loss: 3.0781, grad_norm: 8.2765 2021-08-17 10:36:50,966 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-08-17 10:38:10,189 - mmaction - INFO - Epoch [21][20/3520] lr: 5.000e-04, eta: 17:35:18, time: 3.944, data_time: 3.366, memory: 8335, top1_acc: 0.3094, top5_acc: 0.5958, loss_cls: 2.9430, loss: 2.9430, grad_norm: 8.2102 2021-08-17 10:38:21,654 - mmaction - INFO - Epoch [21][40/3520] lr: 5.000e-04, eta: 17:35:05, time: 0.572, data_time: 0.004, memory: 8335, top1_acc: 0.2823, top5_acc: 0.5813, loss_cls: 3.0004, loss: 3.0004, grad_norm: 8.0513 2021-08-17 10:38:33,093 - mmaction - INFO - Epoch [21][60/3520] lr: 5.000e-04, eta: 17:34:52, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.3177, top5_acc: 0.6000, loss_cls: 2.8895, loss: 2.8895, grad_norm: 7.7997 2021-08-17 10:38:44,648 - mmaction - INFO - Epoch [21][80/3520] lr: 5.000e-04, eta: 17:34:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 2.9410, loss: 2.9410, grad_norm: 7.7886 2021-08-17 10:38:56,109 - mmaction - INFO - Epoch [21][100/3520] lr: 5.000e-04, eta: 17:34:27, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3073, top5_acc: 0.6104, loss_cls: 2.8622, loss: 2.8622, grad_norm: 8.0141 2021-08-17 10:39:07,628 - mmaction - INFO - Epoch [21][120/3520] lr: 5.000e-04, eta: 17:34:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3177, top5_acc: 0.6042, loss_cls: 2.8823, loss: 2.8823, grad_norm: 7.6528 2021-08-17 10:39:19,178 - mmaction - INFO - Epoch [21][140/3520] lr: 5.000e-04, eta: 17:34:01, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3521, top5_acc: 0.6354, loss_cls: 2.7157, loss: 2.7157, grad_norm: 7.6618 2021-08-17 10:39:30,677 - mmaction - INFO - Epoch [21][160/3520] lr: 5.000e-04, eta: 17:33:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3312, top5_acc: 0.6042, loss_cls: 2.8853, loss: 2.8853, grad_norm: 7.6968 2021-08-17 10:39:42,236 - mmaction - INFO - Epoch [21][180/3520] lr: 5.000e-04, eta: 17:33:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3271, top5_acc: 0.6271, loss_cls: 2.8050, loss: 2.8050, grad_norm: 7.7263 2021-08-17 10:39:53,750 - mmaction - INFO - Epoch [21][200/3520] lr: 5.000e-04, eta: 17:33:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3323, top5_acc: 0.6135, loss_cls: 2.8334, loss: 2.8334, grad_norm: 7.6677 2021-08-17 10:40:05,269 - mmaction - INFO - Epoch [21][220/3520] lr: 5.000e-04, eta: 17:33:10, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3167, top5_acc: 0.6344, loss_cls: 2.8331, loss: 2.8331, grad_norm: 7.8475 2021-08-17 10:40:16,851 - mmaction - INFO - Epoch [21][240/3520] lr: 5.000e-04, eta: 17:32:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3396, top5_acc: 0.6177, loss_cls: 2.7976, loss: 2.7976, grad_norm: 7.8131 2021-08-17 10:40:28,294 - mmaction - INFO - Epoch [21][260/3520] lr: 5.000e-04, eta: 17:32:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3417, top5_acc: 0.6052, loss_cls: 2.8420, loss: 2.8420, grad_norm: 7.7529 2021-08-17 10:40:39,873 - mmaction - INFO - Epoch [21][280/3520] lr: 5.000e-04, eta: 17:32:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6260, loss_cls: 2.7274, loss: 2.7274, grad_norm: 7.6485 2021-08-17 10:40:51,398 - mmaction - INFO - Epoch [21][300/3520] lr: 5.000e-04, eta: 17:32:20, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3375, top5_acc: 0.6240, loss_cls: 2.7843, loss: 2.7843, grad_norm: 7.7036 2021-08-17 10:41:02,885 - mmaction - INFO - Epoch [21][320/3520] lr: 5.000e-04, eta: 17:32:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6490, loss_cls: 2.6962, loss: 2.6962, grad_norm: 7.4692 2021-08-17 10:41:14,438 - mmaction - INFO - Epoch [21][340/3520] lr: 5.000e-04, eta: 17:31:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6458, loss_cls: 2.6933, loss: 2.6933, grad_norm: 7.3950 2021-08-17 10:41:25,970 - mmaction - INFO - Epoch [21][360/3520] lr: 5.000e-04, eta: 17:31:42, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3552, top5_acc: 0.6344, loss_cls: 2.6971, loss: 2.6971, grad_norm: 7.5123 2021-08-17 10:41:37,401 - mmaction - INFO - Epoch [21][380/3520] lr: 5.000e-04, eta: 17:31:29, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6198, loss_cls: 2.7377, loss: 2.7377, grad_norm: 7.5689 2021-08-17 10:41:48,931 - mmaction - INFO - Epoch [21][400/3520] lr: 5.000e-04, eta: 17:31:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3208, top5_acc: 0.6156, loss_cls: 2.8829, loss: 2.8829, grad_norm: 7.8456 2021-08-17 10:42:00,448 - mmaction - INFO - Epoch [21][420/3520] lr: 5.000e-04, eta: 17:31:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6427, loss_cls: 2.6645, loss: 2.6645, grad_norm: 7.4184 2021-08-17 10:42:11,956 - mmaction - INFO - Epoch [21][440/3520] lr: 5.000e-04, eta: 17:30:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3417, top5_acc: 0.6229, loss_cls: 2.7393, loss: 2.7393, grad_norm: 7.6634 2021-08-17 10:42:23,462 - mmaction - INFO - Epoch [21][460/3520] lr: 5.000e-04, eta: 17:30:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3365, top5_acc: 0.6500, loss_cls: 2.7011, loss: 2.7011, grad_norm: 7.5777 2021-08-17 10:42:35,020 - mmaction - INFO - Epoch [21][480/3520] lr: 5.000e-04, eta: 17:30:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3438, top5_acc: 0.6115, loss_cls: 2.7516, loss: 2.7516, grad_norm: 7.7809 2021-08-17 10:42:46,637 - mmaction - INFO - Epoch [21][500/3520] lr: 5.000e-04, eta: 17:30:13, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.3458, top5_acc: 0.6365, loss_cls: 2.7184, loss: 2.7184, grad_norm: 7.7406 2021-08-17 10:42:58,322 - mmaction - INFO - Epoch [21][520/3520] lr: 5.000e-04, eta: 17:30:00, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.3448, top5_acc: 0.6469, loss_cls: 2.7388, loss: 2.7388, grad_norm: 7.7717 2021-08-17 10:43:09,828 - mmaction - INFO - Epoch [21][540/3520] lr: 5.000e-04, eta: 17:29:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3146, top5_acc: 0.6479, loss_cls: 2.6869, loss: 2.6869, grad_norm: 7.6701 2021-08-17 10:43:21,398 - mmaction - INFO - Epoch [21][560/3520] lr: 5.000e-04, eta: 17:29:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3490, top5_acc: 0.6625, loss_cls: 2.6812, loss: 2.6812, grad_norm: 7.6273 2021-08-17 10:43:32,889 - mmaction - INFO - Epoch [21][580/3520] lr: 5.000e-04, eta: 17:29:22, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3448, top5_acc: 0.6281, loss_cls: 2.7627, loss: 2.7627, grad_norm: 7.6964 2021-08-17 10:43:44,415 - mmaction - INFO - Epoch [21][600/3520] lr: 5.000e-04, eta: 17:29:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3417, top5_acc: 0.6177, loss_cls: 2.7735, loss: 2.7735, grad_norm: 7.5076 2021-08-17 10:43:55,975 - mmaction - INFO - Epoch [21][620/3520] lr: 5.000e-04, eta: 17:28:57, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6396, loss_cls: 2.7344, loss: 2.7344, grad_norm: 7.7866 2021-08-17 10:44:07,479 - mmaction - INFO - Epoch [21][640/3520] lr: 5.000e-04, eta: 17:28:44, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6312, loss_cls: 2.7632, loss: 2.7632, grad_norm: 7.9004 2021-08-17 10:44:19,052 - mmaction - INFO - Epoch [21][660/3520] lr: 5.000e-04, eta: 17:28:32, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.3354, top5_acc: 0.6271, loss_cls: 2.7713, loss: 2.7713, grad_norm: 7.8178 2021-08-17 10:44:30,592 - mmaction - INFO - Epoch [21][680/3520] lr: 5.000e-04, eta: 17:28:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6188, loss_cls: 2.7547, loss: 2.7547, grad_norm: 7.5880 2021-08-17 10:44:42,129 - mmaction - INFO - Epoch [21][700/3520] lr: 5.000e-04, eta: 17:28:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3729, top5_acc: 0.6594, loss_cls: 2.6596, loss: 2.6596, grad_norm: 7.9390 2021-08-17 10:44:53,684 - mmaction - INFO - Epoch [21][720/3520] lr: 5.000e-04, eta: 17:27:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6500, loss_cls: 2.6342, loss: 2.6342, grad_norm: 7.6826 2021-08-17 10:45:05,105 - mmaction - INFO - Epoch [21][740/3520] lr: 5.000e-04, eta: 17:27:41, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.3365, top5_acc: 0.6510, loss_cls: 2.7097, loss: 2.7097, grad_norm: 7.7223 2021-08-17 10:45:16,650 - mmaction - INFO - Epoch [21][760/3520] lr: 5.000e-04, eta: 17:27:28, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3510, top5_acc: 0.6250, loss_cls: 2.7643, loss: 2.7643, grad_norm: 7.5014 2021-08-17 10:45:28,241 - mmaction - INFO - Epoch [21][780/3520] lr: 5.000e-04, eta: 17:27:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6333, loss_cls: 2.6949, loss: 2.6949, grad_norm: 7.5982 2021-08-17 10:45:39,809 - mmaction - INFO - Epoch [21][800/3520] lr: 5.000e-04, eta: 17:27:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3323, top5_acc: 0.6240, loss_cls: 2.7902, loss: 2.7902, grad_norm: 7.7141 2021-08-17 10:45:51,395 - mmaction - INFO - Epoch [21][820/3520] lr: 5.000e-04, eta: 17:26:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3729, top5_acc: 0.6656, loss_cls: 2.6398, loss: 2.6398, grad_norm: 7.7645 2021-08-17 10:46:02,944 - mmaction - INFO - Epoch [21][840/3520] lr: 5.000e-04, eta: 17:26:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6365, loss_cls: 2.7245, loss: 2.7245, grad_norm: 7.5498 2021-08-17 10:46:14,510 - mmaction - INFO - Epoch [21][860/3520] lr: 5.000e-04, eta: 17:26:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6615, loss_cls: 2.6160, loss: 2.6160, grad_norm: 7.5455 2021-08-17 10:46:26,025 - mmaction - INFO - Epoch [21][880/3520] lr: 5.000e-04, eta: 17:26:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3438, top5_acc: 0.6375, loss_cls: 2.7285, loss: 2.7285, grad_norm: 7.6924 2021-08-17 10:46:37,530 - mmaction - INFO - Epoch [21][900/3520] lr: 5.000e-04, eta: 17:26:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6417, loss_cls: 2.7369, loss: 2.7369, grad_norm: 7.6633 2021-08-17 10:46:49,134 - mmaction - INFO - Epoch [21][920/3520] lr: 5.000e-04, eta: 17:25:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6625, loss_cls: 2.6735, loss: 2.6735, grad_norm: 7.7952 2021-08-17 10:47:00,668 - mmaction - INFO - Epoch [21][940/3520] lr: 5.000e-04, eta: 17:25:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6698, loss_cls: 2.6143, loss: 2.6143, grad_norm: 7.6771 2021-08-17 10:47:12,141 - mmaction - INFO - Epoch [21][960/3520] lr: 5.000e-04, eta: 17:25:22, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.6576, loss: 2.6576, grad_norm: 7.6083 2021-08-17 10:47:23,702 - mmaction - INFO - Epoch [21][980/3520] lr: 5.000e-04, eta: 17:25:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3375, top5_acc: 0.6490, loss_cls: 2.6593, loss: 2.6593, grad_norm: 7.5038 2021-08-17 10:47:35,253 - mmaction - INFO - Epoch [21][1000/3520] lr: 5.000e-04, eta: 17:24:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6479, loss_cls: 2.6400, loss: 2.6400, grad_norm: 7.7675 2021-08-17 10:47:46,780 - mmaction - INFO - Epoch [21][1020/3520] lr: 5.000e-04, eta: 17:24:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3500, top5_acc: 0.6521, loss_cls: 2.7148, loss: 2.7148, grad_norm: 7.8224 2021-08-17 10:47:58,271 - mmaction - INFO - Epoch [21][1040/3520] lr: 5.000e-04, eta: 17:24:31, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3187, top5_acc: 0.6281, loss_cls: 2.7581, loss: 2.7581, grad_norm: 7.9606 2021-08-17 10:48:09,821 - mmaction - INFO - Epoch [21][1060/3520] lr: 5.000e-04, eta: 17:24:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3292, top5_acc: 0.6229, loss_cls: 2.7561, loss: 2.7561, grad_norm: 7.8492 2021-08-17 10:48:21,410 - mmaction - INFO - Epoch [21][1080/3520] lr: 5.000e-04, eta: 17:24:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3458, top5_acc: 0.6615, loss_cls: 2.6694, loss: 2.6694, grad_norm: 7.5745 2021-08-17 10:48:32,909 - mmaction - INFO - Epoch [21][1100/3520] lr: 5.000e-04, eta: 17:23:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3510, top5_acc: 0.6302, loss_cls: 2.7299, loss: 2.7299, grad_norm: 7.9078 2021-08-17 10:48:44,359 - mmaction - INFO - Epoch [21][1120/3520] lr: 5.000e-04, eta: 17:23:41, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6656, loss_cls: 2.6304, loss: 2.6304, grad_norm: 7.6382 2021-08-17 10:48:55,827 - mmaction - INFO - Epoch [21][1140/3520] lr: 5.000e-04, eta: 17:23:28, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3427, top5_acc: 0.6562, loss_cls: 2.6358, loss: 2.6358, grad_norm: 7.6766 2021-08-17 10:49:07,315 - mmaction - INFO - Epoch [21][1160/3520] lr: 5.000e-04, eta: 17:23:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6615, loss_cls: 2.5367, loss: 2.5367, grad_norm: 7.3809 2021-08-17 10:49:18,801 - mmaction - INFO - Epoch [21][1180/3520] lr: 5.000e-04, eta: 17:23:03, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.7589, loss: 2.7589, grad_norm: 8.0565 2021-08-17 10:49:30,358 - mmaction - INFO - Epoch [21][1200/3520] lr: 5.000e-04, eta: 17:22:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6646, loss_cls: 2.6474, loss: 2.6474, grad_norm: 7.7585 2021-08-17 10:49:41,977 - mmaction - INFO - Epoch [21][1220/3520] lr: 5.000e-04, eta: 17:22:37, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3635, top5_acc: 0.6687, loss_cls: 2.5844, loss: 2.5844, grad_norm: 7.7369 2021-08-17 10:49:53,472 - mmaction - INFO - Epoch [21][1240/3520] lr: 5.000e-04, eta: 17:22:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6552, loss_cls: 2.6374, loss: 2.6374, grad_norm: 7.5611 2021-08-17 10:50:04,987 - mmaction - INFO - Epoch [21][1260/3520] lr: 5.000e-04, eta: 17:22:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6427, loss_cls: 2.6275, loss: 2.6275, grad_norm: 7.5051 2021-08-17 10:50:16,458 - mmaction - INFO - Epoch [21][1280/3520] lr: 5.000e-04, eta: 17:21:59, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3365, top5_acc: 0.6312, loss_cls: 2.7132, loss: 2.7132, grad_norm: 7.8413 2021-08-17 10:50:27,928 - mmaction - INFO - Epoch [21][1300/3520] lr: 5.000e-04, eta: 17:21:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3438, top5_acc: 0.6573, loss_cls: 2.6607, loss: 2.6607, grad_norm: 7.6872 2021-08-17 10:50:39,374 - mmaction - INFO - Epoch [21][1320/3520] lr: 5.000e-04, eta: 17:21:34, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6292, loss_cls: 2.7048, loss: 2.7048, grad_norm: 7.7478 2021-08-17 10:50:50,836 - mmaction - INFO - Epoch [21][1340/3520] lr: 5.000e-04, eta: 17:21:21, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6417, loss_cls: 2.7135, loss: 2.7135, grad_norm: 7.7917 2021-08-17 10:51:02,325 - mmaction - INFO - Epoch [21][1360/3520] lr: 5.000e-04, eta: 17:21:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3385, top5_acc: 0.6458, loss_cls: 2.7110, loss: 2.7110, grad_norm: 7.9619 2021-08-17 10:51:13,839 - mmaction - INFO - Epoch [21][1380/3520] lr: 5.000e-04, eta: 17:20:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6656, loss_cls: 2.5935, loss: 2.5935, grad_norm: 7.4999 2021-08-17 10:51:25,360 - mmaction - INFO - Epoch [21][1400/3520] lr: 5.000e-04, eta: 17:20:43, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3438, top5_acc: 0.6167, loss_cls: 2.7912, loss: 2.7912, grad_norm: 7.8873 2021-08-17 10:51:36,890 - mmaction - INFO - Epoch [21][1420/3520] lr: 5.000e-04, eta: 17:20:30, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3448, top5_acc: 0.6375, loss_cls: 2.7205, loss: 2.7205, grad_norm: 7.9013 2021-08-17 10:51:48,451 - mmaction - INFO - Epoch [21][1440/3520] lr: 5.000e-04, eta: 17:20:18, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3375, top5_acc: 0.6354, loss_cls: 2.7384, loss: 2.7384, grad_norm: 7.9049 2021-08-17 10:51:59,965 - mmaction - INFO - Epoch [21][1460/3520] lr: 5.000e-04, eta: 17:20:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3635, top5_acc: 0.6448, loss_cls: 2.6310, loss: 2.6310, grad_norm: 7.7425 2021-08-17 10:52:11,494 - mmaction - INFO - Epoch [21][1480/3520] lr: 5.000e-04, eta: 17:19:52, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3292, top5_acc: 0.6562, loss_cls: 2.6515, loss: 2.6515, grad_norm: 7.7155 2021-08-17 10:52:23,066 - mmaction - INFO - Epoch [21][1500/3520] lr: 5.000e-04, eta: 17:19:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3521, top5_acc: 0.6344, loss_cls: 2.7149, loss: 2.7149, grad_norm: 7.8765 2021-08-17 10:52:34,622 - mmaction - INFO - Epoch [21][1520/3520] lr: 5.000e-04, eta: 17:19:27, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6521, loss_cls: 2.6071, loss: 2.6071, grad_norm: 7.8733 2021-08-17 10:52:46,139 - mmaction - INFO - Epoch [21][1540/3520] lr: 5.000e-04, eta: 17:19:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6687, loss_cls: 2.6326, loss: 2.6326, grad_norm: 7.7626 2021-08-17 10:52:57,630 - mmaction - INFO - Epoch [21][1560/3520] lr: 5.000e-04, eta: 17:19:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3385, top5_acc: 0.6260, loss_cls: 2.7566, loss: 2.7566, grad_norm: 7.8343 2021-08-17 10:53:09,108 - mmaction - INFO - Epoch [21][1580/3520] lr: 5.000e-04, eta: 17:18:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.5771, loss: 2.5771, grad_norm: 7.7441 2021-08-17 10:53:20,612 - mmaction - INFO - Epoch [21][1600/3520] lr: 5.000e-04, eta: 17:18:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.7002, loss: 2.7002, grad_norm: 7.9059 2021-08-17 10:53:32,178 - mmaction - INFO - Epoch [21][1620/3520] lr: 5.000e-04, eta: 17:18:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6302, loss_cls: 2.7612, loss: 2.7612, grad_norm: 7.8852 2021-08-17 10:53:43,640 - mmaction - INFO - Epoch [21][1640/3520] lr: 5.000e-04, eta: 17:18:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3427, top5_acc: 0.6438, loss_cls: 2.6926, loss: 2.6926, grad_norm: 7.7917 2021-08-17 10:53:55,176 - mmaction - INFO - Epoch [21][1660/3520] lr: 5.000e-04, eta: 17:17:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3604, top5_acc: 0.6479, loss_cls: 2.6523, loss: 2.6523, grad_norm: 7.7968 2021-08-17 10:54:06,699 - mmaction - INFO - Epoch [21][1680/3520] lr: 5.000e-04, eta: 17:17:46, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6677, loss_cls: 2.5311, loss: 2.5311, grad_norm: 7.7583 2021-08-17 10:54:18,246 - mmaction - INFO - Epoch [21][1700/3520] lr: 5.000e-04, eta: 17:17:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3438, top5_acc: 0.6354, loss_cls: 2.7585, loss: 2.7585, grad_norm: 8.0535 2021-08-17 10:54:29,785 - mmaction - INFO - Epoch [21][1720/3520] lr: 5.000e-04, eta: 17:17:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6594, loss_cls: 2.6522, loss: 2.6522, grad_norm: 8.0240 2021-08-17 10:54:41,344 - mmaction - INFO - Epoch [21][1740/3520] lr: 5.000e-04, eta: 17:17:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6708, loss_cls: 2.5507, loss: 2.5507, grad_norm: 7.6736 2021-08-17 10:54:52,847 - mmaction - INFO - Epoch [21][1760/3520] lr: 5.000e-04, eta: 17:16:55, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6552, loss_cls: 2.6268, loss: 2.6268, grad_norm: 7.7411 2021-08-17 10:55:04,456 - mmaction - INFO - Epoch [21][1780/3520] lr: 5.000e-04, eta: 17:16:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3552, top5_acc: 0.6479, loss_cls: 2.6452, loss: 2.6452, grad_norm: 7.9202 2021-08-17 10:55:15,956 - mmaction - INFO - Epoch [21][1800/3520] lr: 5.000e-04, eta: 17:16:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3552, top5_acc: 0.6323, loss_cls: 2.6610, loss: 2.6610, grad_norm: 7.9225 2021-08-17 10:55:27,501 - mmaction - INFO - Epoch [21][1820/3520] lr: 5.000e-04, eta: 17:16:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6583, loss_cls: 2.5913, loss: 2.5913, grad_norm: 7.8736 2021-08-17 10:55:39,126 - mmaction - INFO - Epoch [21][1840/3520] lr: 5.000e-04, eta: 17:16:05, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3438, top5_acc: 0.6708, loss_cls: 2.6174, loss: 2.6174, grad_norm: 7.9171 2021-08-17 10:55:50,638 - mmaction - INFO - Epoch [21][1860/3520] lr: 5.000e-04, eta: 17:15:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.5276, loss: 2.5276, grad_norm: 7.7848 2021-08-17 10:56:02,068 - mmaction - INFO - Epoch [21][1880/3520] lr: 5.000e-04, eta: 17:15:40, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6510, loss_cls: 2.6649, loss: 2.6649, grad_norm: 7.9411 2021-08-17 10:56:13,555 - mmaction - INFO - Epoch [21][1900/3520] lr: 5.000e-04, eta: 17:15:27, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6448, loss_cls: 2.6507, loss: 2.6507, grad_norm: 7.6992 2021-08-17 10:56:25,019 - mmaction - INFO - Epoch [21][1920/3520] lr: 5.000e-04, eta: 17:15:14, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3510, top5_acc: 0.6604, loss_cls: 2.6577, loss: 2.6577, grad_norm: 7.8329 2021-08-17 10:56:36,507 - mmaction - INFO - Epoch [21][1940/3520] lr: 5.000e-04, eta: 17:15:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3604, top5_acc: 0.6698, loss_cls: 2.5984, loss: 2.5984, grad_norm: 7.7508 2021-08-17 10:56:48,034 - mmaction - INFO - Epoch [21][1960/3520] lr: 5.000e-04, eta: 17:14:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6562, loss_cls: 2.6329, loss: 2.6329, grad_norm: 7.9816 2021-08-17 10:56:59,553 - mmaction - INFO - Epoch [21][1980/3520] lr: 5.000e-04, eta: 17:14:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3604, top5_acc: 0.6375, loss_cls: 2.6477, loss: 2.6477, grad_norm: 8.0057 2021-08-17 10:57:11,086 - mmaction - INFO - Epoch [21][2000/3520] lr: 5.000e-04, eta: 17:14:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3510, top5_acc: 0.6604, loss_cls: 2.6419, loss: 2.6419, grad_norm: 8.0663 2021-08-17 10:57:22,578 - mmaction - INFO - Epoch [21][2020/3520] lr: 5.000e-04, eta: 17:14:11, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6438, loss_cls: 2.6286, loss: 2.6286, grad_norm: 7.7744 2021-08-17 10:57:34,027 - mmaction - INFO - Epoch [21][2040/3520] lr: 5.000e-04, eta: 17:13:58, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6479, loss_cls: 2.5971, loss: 2.5971, grad_norm: 7.8876 2021-08-17 10:57:45,499 - mmaction - INFO - Epoch [21][2060/3520] lr: 5.000e-04, eta: 17:13:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6906, loss_cls: 2.5440, loss: 2.5440, grad_norm: 8.0154 2021-08-17 10:57:57,002 - mmaction - INFO - Epoch [21][2080/3520] lr: 5.000e-04, eta: 17:13:33, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6479, loss_cls: 2.6363, loss: 2.6363, grad_norm: 8.0719 2021-08-17 10:58:08,449 - mmaction - INFO - Epoch [21][2100/3520] lr: 5.000e-04, eta: 17:13:20, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3323, top5_acc: 0.6583, loss_cls: 2.6878, loss: 2.6878, grad_norm: 7.9212 2021-08-17 10:58:19,924 - mmaction - INFO - Epoch [21][2120/3520] lr: 5.000e-04, eta: 17:13:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3469, top5_acc: 0.6573, loss_cls: 2.6672, loss: 2.6672, grad_norm: 8.1758 2021-08-17 10:58:31,429 - mmaction - INFO - Epoch [21][2140/3520] lr: 5.000e-04, eta: 17:12:55, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6917, loss_cls: 2.5486, loss: 2.5486, grad_norm: 7.9613 2021-08-17 10:58:42,938 - mmaction - INFO - Epoch [21][2160/3520] lr: 5.000e-04, eta: 17:12:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6750, loss_cls: 2.5264, loss: 2.5264, grad_norm: 7.7794 2021-08-17 10:58:54,476 - mmaction - INFO - Epoch [21][2180/3520] lr: 5.000e-04, eta: 17:12:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6396, loss_cls: 2.6435, loss: 2.6435, grad_norm: 7.9200 2021-08-17 10:59:05,985 - mmaction - INFO - Epoch [21][2200/3520] lr: 5.000e-04, eta: 17:12:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6698, loss_cls: 2.5351, loss: 2.5351, grad_norm: 7.7569 2021-08-17 10:59:17,469 - mmaction - INFO - Epoch [21][2220/3520] lr: 5.000e-04, eta: 17:12:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6615, loss_cls: 2.5981, loss: 2.5981, grad_norm: 7.8450 2021-08-17 10:59:29,050 - mmaction - INFO - Epoch [21][2240/3520] lr: 5.000e-04, eta: 17:11:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6698, loss_cls: 2.6125, loss: 2.6125, grad_norm: 7.9794 2021-08-17 10:59:40,538 - mmaction - INFO - Epoch [21][2260/3520] lr: 5.000e-04, eta: 17:11:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6469, loss_cls: 2.6506, loss: 2.6506, grad_norm: 8.0151 2021-08-17 10:59:52,059 - mmaction - INFO - Epoch [21][2280/3520] lr: 5.000e-04, eta: 17:11:26, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3635, top5_acc: 0.6448, loss_cls: 2.6296, loss: 2.6296, grad_norm: 8.1851 2021-08-17 11:00:03,671 - mmaction - INFO - Epoch [21][2300/3520] lr: 5.000e-04, eta: 17:11:14, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6490, loss_cls: 2.6317, loss: 2.6317, grad_norm: 8.0758 2021-08-17 11:00:15,247 - mmaction - INFO - Epoch [21][2320/3520] lr: 5.000e-04, eta: 17:11:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6656, loss_cls: 2.6395, loss: 2.6395, grad_norm: 7.7481 2021-08-17 11:00:26,774 - mmaction - INFO - Epoch [21][2340/3520] lr: 5.000e-04, eta: 17:10:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6604, loss_cls: 2.5703, loss: 2.5703, grad_norm: 7.6181 2021-08-17 11:00:38,378 - mmaction - INFO - Epoch [21][2360/3520] lr: 5.000e-04, eta: 17:10:36, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6427, loss_cls: 2.6382, loss: 2.6382, grad_norm: 7.9263 2021-08-17 11:00:49,842 - mmaction - INFO - Epoch [21][2380/3520] lr: 5.000e-04, eta: 17:10:23, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6583, loss_cls: 2.6374, loss: 2.6374, grad_norm: 7.9895 2021-08-17 11:01:01,490 - mmaction - INFO - Epoch [21][2400/3520] lr: 5.000e-04, eta: 17:10:11, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6687, loss_cls: 2.6186, loss: 2.6186, grad_norm: 7.8910 2021-08-17 11:01:12,979 - mmaction - INFO - Epoch [21][2420/3520] lr: 5.000e-04, eta: 17:09:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6490, loss_cls: 2.6022, loss: 2.6022, grad_norm: 7.8165 2021-08-17 11:01:24,575 - mmaction - INFO - Epoch [21][2440/3520] lr: 5.000e-04, eta: 17:09:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6792, loss_cls: 2.5597, loss: 2.5597, grad_norm: 7.9332 2021-08-17 11:01:36,102 - mmaction - INFO - Epoch [21][2460/3520] lr: 5.000e-04, eta: 17:09:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6656, loss_cls: 2.6589, loss: 2.6589, grad_norm: 8.1107 2021-08-17 11:01:47,606 - mmaction - INFO - Epoch [21][2480/3520] lr: 5.000e-04, eta: 17:09:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6771, loss_cls: 2.5595, loss: 2.5595, grad_norm: 7.9781 2021-08-17 11:01:59,131 - mmaction - INFO - Epoch [21][2500/3520] lr: 5.000e-04, eta: 17:09:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6708, loss_cls: 2.5434, loss: 2.5434, grad_norm: 7.9110 2021-08-17 11:02:10,565 - mmaction - INFO - Epoch [21][2520/3520] lr: 5.000e-04, eta: 17:08:55, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6677, loss_cls: 2.5222, loss: 2.5222, grad_norm: 8.0321 2021-08-17 11:02:22,122 - mmaction - INFO - Epoch [21][2540/3520] lr: 5.000e-04, eta: 17:08:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3552, top5_acc: 0.6698, loss_cls: 2.6237, loss: 2.6237, grad_norm: 8.0542 2021-08-17 11:02:33,728 - mmaction - INFO - Epoch [21][2560/3520] lr: 5.000e-04, eta: 17:08:30, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3500, top5_acc: 0.6646, loss_cls: 2.6127, loss: 2.6127, grad_norm: 7.8606 2021-08-17 11:02:45,224 - mmaction - INFO - Epoch [21][2580/3520] lr: 5.000e-04, eta: 17:08:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6562, loss_cls: 2.6154, loss: 2.6154, grad_norm: 8.0336 2021-08-17 11:02:56,783 - mmaction - INFO - Epoch [21][2600/3520] lr: 5.000e-04, eta: 17:08:05, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6792, loss_cls: 2.4948, loss: 2.4948, grad_norm: 7.7285 2021-08-17 11:03:08,462 - mmaction - INFO - Epoch [21][2620/3520] lr: 5.000e-04, eta: 17:07:52, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6813, loss_cls: 2.6138, loss: 2.6138, grad_norm: 7.9130 2021-08-17 11:03:19,994 - mmaction - INFO - Epoch [21][2640/3520] lr: 5.000e-04, eta: 17:07:40, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3604, top5_acc: 0.6573, loss_cls: 2.6526, loss: 2.6526, grad_norm: 8.1254 2021-08-17 11:03:31,494 - mmaction - INFO - Epoch [21][2660/3520] lr: 5.000e-04, eta: 17:07:27, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6594, loss_cls: 2.6006, loss: 2.6006, grad_norm: 7.9167 2021-08-17 11:03:43,218 - mmaction - INFO - Epoch [21][2680/3520] lr: 5.000e-04, eta: 17:07:15, time: 0.587, data_time: 0.002, memory: 8335, top1_acc: 0.3458, top5_acc: 0.6594, loss_cls: 2.6570, loss: 2.6570, grad_norm: 8.0273 2021-08-17 11:03:54,816 - mmaction - INFO - Epoch [21][2700/3520] lr: 5.000e-04, eta: 17:07:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3510, top5_acc: 0.6729, loss_cls: 2.5839, loss: 2.5839, grad_norm: 7.9210 2021-08-17 11:04:06,349 - mmaction - INFO - Epoch [21][2720/3520] lr: 5.000e-04, eta: 17:06:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6385, loss_cls: 2.6328, loss: 2.6328, grad_norm: 8.0401 2021-08-17 11:04:17,857 - mmaction - INFO - Epoch [21][2740/3520] lr: 5.000e-04, eta: 17:06:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6510, loss_cls: 2.6826, loss: 2.6826, grad_norm: 7.9651 2021-08-17 11:04:29,331 - mmaction - INFO - Epoch [21][2760/3520] lr: 5.000e-04, eta: 17:06:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6802, loss_cls: 2.5320, loss: 2.5320, grad_norm: 7.8951 2021-08-17 11:04:40,898 - mmaction - INFO - Epoch [21][2780/3520] lr: 5.000e-04, eta: 17:06:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6604, loss_cls: 2.5581, loss: 2.5581, grad_norm: 8.2369 2021-08-17 11:04:52,392 - mmaction - INFO - Epoch [21][2800/3520] lr: 5.000e-04, eta: 17:05:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3510, top5_acc: 0.6385, loss_cls: 2.6929, loss: 2.6929, grad_norm: 8.2338 2021-08-17 11:05:03,894 - mmaction - INFO - Epoch [21][2820/3520] lr: 5.000e-04, eta: 17:05:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6594, loss_cls: 2.5884, loss: 2.5884, grad_norm: 8.1303 2021-08-17 11:05:15,343 - mmaction - INFO - Epoch [21][2840/3520] lr: 5.000e-04, eta: 17:05:34, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.5640, loss: 2.5640, grad_norm: 8.1283 2021-08-17 11:05:26,917 - mmaction - INFO - Epoch [21][2860/3520] lr: 5.000e-04, eta: 17:05:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6500, loss_cls: 2.6184, loss: 2.6184, grad_norm: 8.2666 2021-08-17 11:05:38,415 - mmaction - INFO - Epoch [21][2880/3520] lr: 5.000e-04, eta: 17:05:09, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.5635, loss: 2.5635, grad_norm: 7.8147 2021-08-17 11:05:49,982 - mmaction - INFO - Epoch [21][2900/3520] lr: 5.000e-04, eta: 17:04:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6302, loss_cls: 2.6960, loss: 2.6960, grad_norm: 7.9719 2021-08-17 11:06:01,609 - mmaction - INFO - Epoch [21][2920/3520] lr: 5.000e-04, eta: 17:04:44, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6729, loss_cls: 2.5478, loss: 2.5478, grad_norm: 8.0241 2021-08-17 11:06:13,110 - mmaction - INFO - Epoch [21][2940/3520] lr: 5.000e-04, eta: 17:04:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6510, loss_cls: 2.6245, loss: 2.6245, grad_norm: 8.0207 2021-08-17 11:06:24,547 - mmaction - INFO - Epoch [21][2960/3520] lr: 5.000e-04, eta: 17:04:18, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6802, loss_cls: 2.4972, loss: 2.4972, grad_norm: 7.7753 2021-08-17 11:06:36,018 - mmaction - INFO - Epoch [21][2980/3520] lr: 5.000e-04, eta: 17:04:05, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6729, loss_cls: 2.6196, loss: 2.6196, grad_norm: 8.0550 2021-08-17 11:06:47,680 - mmaction - INFO - Epoch [21][3000/3520] lr: 5.000e-04, eta: 17:03:53, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.3521, top5_acc: 0.6385, loss_cls: 2.6963, loss: 2.6963, grad_norm: 7.9675 2021-08-17 11:06:59,203 - mmaction - INFO - Epoch [21][3020/3520] lr: 5.000e-04, eta: 17:03:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6604, loss_cls: 2.6207, loss: 2.6207, grad_norm: 8.2782 2021-08-17 11:07:10,643 - mmaction - INFO - Epoch [21][3040/3520] lr: 5.000e-04, eta: 17:03:28, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6510, loss_cls: 2.6748, loss: 2.6748, grad_norm: 7.9816 2021-08-17 11:07:22,118 - mmaction - INFO - Epoch [21][3060/3520] lr: 5.000e-04, eta: 17:03:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6635, loss_cls: 2.5902, loss: 2.5902, grad_norm: 7.8795 2021-08-17 11:07:33,692 - mmaction - INFO - Epoch [21][3080/3520] lr: 5.000e-04, eta: 17:03:03, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6698, loss_cls: 2.5737, loss: 2.5737, grad_norm: 8.1122 2021-08-17 11:07:45,323 - mmaction - INFO - Epoch [21][3100/3520] lr: 5.000e-04, eta: 17:02:50, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.3448, top5_acc: 0.6438, loss_cls: 2.6928, loss: 2.6928, grad_norm: 8.1772 2021-08-17 11:07:56,845 - mmaction - INFO - Epoch [21][3120/3520] lr: 5.000e-04, eta: 17:02:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6417, loss_cls: 2.6832, loss: 2.6832, grad_norm: 8.0819 2021-08-17 11:08:08,395 - mmaction - INFO - Epoch [21][3140/3520] lr: 5.000e-04, eta: 17:02:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6813, loss_cls: 2.5389, loss: 2.5389, grad_norm: 8.1783 2021-08-17 11:08:19,922 - mmaction - INFO - Epoch [21][3160/3520] lr: 5.000e-04, eta: 17:02:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.6141, loss: 2.6141, grad_norm: 8.0790 2021-08-17 11:08:31,581 - mmaction - INFO - Epoch [21][3180/3520] lr: 5.000e-04, eta: 17:02:00, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6656, loss_cls: 2.6175, loss: 2.6175, grad_norm: 8.1390 2021-08-17 11:08:43,090 - mmaction - INFO - Epoch [21][3200/3520] lr: 5.000e-04, eta: 17:01:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6573, loss_cls: 2.6017, loss: 2.6017, grad_norm: 7.7428 2021-08-17 11:08:54,554 - mmaction - INFO - Epoch [21][3220/3520] lr: 5.000e-04, eta: 17:01:35, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6490, loss_cls: 2.6671, loss: 2.6671, grad_norm: 8.1738 2021-08-17 11:09:06,082 - mmaction - INFO - Epoch [21][3240/3520] lr: 5.000e-04, eta: 17:01:22, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6354, loss_cls: 2.6134, loss: 2.6134, grad_norm: 8.1590 2021-08-17 11:09:17,538 - mmaction - INFO - Epoch [21][3260/3520] lr: 5.000e-04, eta: 17:01:09, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3479, top5_acc: 0.6458, loss_cls: 2.6387, loss: 2.6387, grad_norm: 7.9287 2021-08-17 11:09:29,141 - mmaction - INFO - Epoch [21][3280/3520] lr: 5.000e-04, eta: 17:00:57, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6667, loss_cls: 2.5636, loss: 2.5636, grad_norm: 8.0009 2021-08-17 11:09:40,656 - mmaction - INFO - Epoch [21][3300/3520] lr: 5.000e-04, eta: 17:00:44, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6646, loss_cls: 2.5595, loss: 2.5595, grad_norm: 7.8972 2021-08-17 11:09:52,188 - mmaction - INFO - Epoch [21][3320/3520] lr: 5.000e-04, eta: 17:00:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6635, loss_cls: 2.5851, loss: 2.5851, grad_norm: 8.0343 2021-08-17 11:10:03,829 - mmaction - INFO - Epoch [21][3340/3520] lr: 5.000e-04, eta: 17:00:19, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6396, loss_cls: 2.6653, loss: 2.6653, grad_norm: 8.3015 2021-08-17 11:10:15,359 - mmaction - INFO - Epoch [21][3360/3520] lr: 5.000e-04, eta: 17:00:07, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3417, top5_acc: 0.6729, loss_cls: 2.6055, loss: 2.6055, grad_norm: 8.3911 2021-08-17 11:10:26,883 - mmaction - INFO - Epoch [21][3380/3520] lr: 5.000e-04, eta: 16:59:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6542, loss_cls: 2.6173, loss: 2.6173, grad_norm: 8.1786 2021-08-17 11:10:38,373 - mmaction - INFO - Epoch [21][3400/3520] lr: 5.000e-04, eta: 16:59:41, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6719, loss_cls: 2.5491, loss: 2.5491, grad_norm: 7.6845 2021-08-17 11:10:49,956 - mmaction - INFO - Epoch [21][3420/3520] lr: 5.000e-04, eta: 16:59:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6510, loss_cls: 2.6347, loss: 2.6347, grad_norm: 8.0743 2021-08-17 11:11:01,569 - mmaction - INFO - Epoch [21][3440/3520] lr: 5.000e-04, eta: 16:59:16, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3667, top5_acc: 0.6771, loss_cls: 2.5481, loss: 2.5481, grad_norm: 8.0229 2021-08-17 11:11:13,079 - mmaction - INFO - Epoch [21][3460/3520] lr: 5.000e-04, eta: 16:59:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6458, loss_cls: 2.6817, loss: 2.6817, grad_norm: 8.2518 2021-08-17 11:11:24,566 - mmaction - INFO - Epoch [21][3480/3520] lr: 5.000e-04, eta: 16:58:51, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6917, loss_cls: 2.5364, loss: 2.5364, grad_norm: 7.9756 2021-08-17 11:11:36,052 - mmaction - INFO - Epoch [21][3500/3520] lr: 5.000e-04, eta: 16:58:38, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6552, loss_cls: 2.5838, loss: 2.5838, grad_norm: 8.1562 2021-08-17 11:11:47,164 - mmaction - INFO - Epoch [21][3520/3520] lr: 5.000e-04, eta: 16:58:25, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.3880, top5_acc: 0.6391, loss_cls: 2.6553, loss: 2.6553, grad_norm: 7.9230 2021-08-17 11:11:49,885 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-08-17 11:13:20,749 - mmaction - INFO - Epoch [22][20/3520] lr: 5.000e-04, eta: 17:00:01, time: 4.490, data_time: 3.880, memory: 8335, top1_acc: 0.3438, top5_acc: 0.6562, loss_cls: 2.6484, loss: 2.6484, grad_norm: 8.2225 2021-08-17 11:13:32,208 - mmaction - INFO - Epoch [22][40/3520] lr: 5.000e-04, eta: 16:59:48, time: 0.575, data_time: 0.007, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6594, loss_cls: 2.5641, loss: 2.5641, grad_norm: 7.9739 2021-08-17 11:13:43,653 - mmaction - INFO - Epoch [22][60/3520] lr: 5.000e-04, eta: 16:59:35, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6885, loss_cls: 2.4747, loss: 2.4747, grad_norm: 7.8613 2021-08-17 11:13:55,234 - mmaction - INFO - Epoch [22][80/3520] lr: 5.000e-04, eta: 16:59:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6990, loss_cls: 2.4879, loss: 2.4879, grad_norm: 7.9578 2021-08-17 11:14:06,768 - mmaction - INFO - Epoch [22][100/3520] lr: 5.000e-04, eta: 16:59:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6698, loss_cls: 2.5432, loss: 2.5432, grad_norm: 8.3551 2021-08-17 11:14:18,301 - mmaction - INFO - Epoch [22][120/3520] lr: 5.000e-04, eta: 16:58:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6542, loss_cls: 2.5790, loss: 2.5790, grad_norm: 8.1811 2021-08-17 11:14:29,925 - mmaction - INFO - Epoch [22][140/3520] lr: 5.000e-04, eta: 16:58:45, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6771, loss_cls: 2.5657, loss: 2.5657, grad_norm: 8.1352 2021-08-17 11:14:41,472 - mmaction - INFO - Epoch [22][160/3520] lr: 5.000e-04, eta: 16:58:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6656, loss_cls: 2.5490, loss: 2.5490, grad_norm: 7.9461 2021-08-17 11:14:53,079 - mmaction - INFO - Epoch [22][180/3520] lr: 5.000e-04, eta: 16:58:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3479, top5_acc: 0.6687, loss_cls: 2.5984, loss: 2.5984, grad_norm: 8.2351 2021-08-17 11:15:04,570 - mmaction - INFO - Epoch [22][200/3520] lr: 5.000e-04, eta: 16:58:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6594, loss_cls: 2.6034, loss: 2.6034, grad_norm: 8.0964 2021-08-17 11:15:16,123 - mmaction - INFO - Epoch [22][220/3520] lr: 5.000e-04, eta: 16:57:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6802, loss_cls: 2.5608, loss: 2.5608, grad_norm: 8.0365 2021-08-17 11:15:27,645 - mmaction - INFO - Epoch [22][240/3520] lr: 5.000e-04, eta: 16:57:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6646, loss_cls: 2.5920, loss: 2.5920, grad_norm: 8.1142 2021-08-17 11:15:39,077 - mmaction - INFO - Epoch [22][260/3520] lr: 5.000e-04, eta: 16:57:29, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6833, loss_cls: 2.5494, loss: 2.5494, grad_norm: 7.8988 2021-08-17 11:15:50,621 - mmaction - INFO - Epoch [22][280/3520] lr: 5.000e-04, eta: 16:57:17, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6781, loss_cls: 2.5375, loss: 2.5375, grad_norm: 8.1205 2021-08-17 11:16:02,141 - mmaction - INFO - Epoch [22][300/3520] lr: 5.000e-04, eta: 16:57:04, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6667, loss_cls: 2.5703, loss: 2.5703, grad_norm: 8.1551 2021-08-17 11:16:13,656 - mmaction - INFO - Epoch [22][320/3520] lr: 5.000e-04, eta: 16:56:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6615, loss_cls: 2.5958, loss: 2.5958, grad_norm: 8.1639 2021-08-17 11:16:25,206 - mmaction - INFO - Epoch [22][340/3520] lr: 5.000e-04, eta: 16:56:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6698, loss_cls: 2.5330, loss: 2.5330, grad_norm: 8.2969 2021-08-17 11:16:36,716 - mmaction - INFO - Epoch [22][360/3520] lr: 5.000e-04, eta: 16:56:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6719, loss_cls: 2.5470, loss: 2.5470, grad_norm: 7.8684 2021-08-17 11:16:48,211 - mmaction - INFO - Epoch [22][380/3520] lr: 5.000e-04, eta: 16:56:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6635, loss_cls: 2.5930, loss: 2.5930, grad_norm: 8.3156 2021-08-17 11:16:59,723 - mmaction - INFO - Epoch [22][400/3520] lr: 5.000e-04, eta: 16:56:01, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6813, loss_cls: 2.5760, loss: 2.5760, grad_norm: 8.3095 2021-08-17 11:17:11,216 - mmaction - INFO - Epoch [22][420/3520] lr: 5.000e-04, eta: 16:55:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6594, loss_cls: 2.5659, loss: 2.5659, grad_norm: 8.1656 2021-08-17 11:17:22,762 - mmaction - INFO - Epoch [22][440/3520] lr: 5.000e-04, eta: 16:55:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6667, loss_cls: 2.4944, loss: 2.4944, grad_norm: 8.0204 2021-08-17 11:17:34,241 - mmaction - INFO - Epoch [22][460/3520] lr: 5.000e-04, eta: 16:55:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6677, loss_cls: 2.5929, loss: 2.5929, grad_norm: 8.4100 2021-08-17 11:17:45,801 - mmaction - INFO - Epoch [22][480/3520] lr: 5.000e-04, eta: 16:55:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6427, loss_cls: 2.6126, loss: 2.6126, grad_norm: 8.2970 2021-08-17 11:17:57,284 - mmaction - INFO - Epoch [22][500/3520] lr: 5.000e-04, eta: 16:54:58, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3542, top5_acc: 0.6542, loss_cls: 2.6712, loss: 2.6712, grad_norm: 8.3392 2021-08-17 11:18:08,836 - mmaction - INFO - Epoch [22][520/3520] lr: 5.000e-04, eta: 16:54:45, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6667, loss_cls: 2.5903, loss: 2.5903, grad_norm: 8.2920 2021-08-17 11:18:20,318 - mmaction - INFO - Epoch [22][540/3520] lr: 5.000e-04, eta: 16:54:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3354, top5_acc: 0.6417, loss_cls: 2.6615, loss: 2.6615, grad_norm: 8.3082 2021-08-17 11:18:31,834 - mmaction - INFO - Epoch [22][560/3520] lr: 5.000e-04, eta: 16:54:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3635, top5_acc: 0.6646, loss_cls: 2.5933, loss: 2.5933, grad_norm: 8.3075 2021-08-17 11:18:43,291 - mmaction - INFO - Epoch [22][580/3520] lr: 5.000e-04, eta: 16:54:07, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6677, loss_cls: 2.5575, loss: 2.5575, grad_norm: 8.0818 2021-08-17 11:18:54,806 - mmaction - INFO - Epoch [22][600/3520] lr: 5.000e-04, eta: 16:53:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6646, loss_cls: 2.5768, loss: 2.5768, grad_norm: 8.1487 2021-08-17 11:19:06,363 - mmaction - INFO - Epoch [22][620/3520] lr: 5.000e-04, eta: 16:53:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6719, loss_cls: 2.4924, loss: 2.4924, grad_norm: 8.2568 2021-08-17 11:19:17,917 - mmaction - INFO - Epoch [22][640/3520] lr: 5.000e-04, eta: 16:53:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6740, loss_cls: 2.5467, loss: 2.5467, grad_norm: 8.2892 2021-08-17 11:19:29,446 - mmaction - INFO - Epoch [22][660/3520] lr: 5.000e-04, eta: 16:53:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6833, loss_cls: 2.4883, loss: 2.4883, grad_norm: 8.3757 2021-08-17 11:19:40,919 - mmaction - INFO - Epoch [22][680/3520] lr: 5.000e-04, eta: 16:53:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6469, loss_cls: 2.6404, loss: 2.6404, grad_norm: 8.2889 2021-08-17 11:19:52,478 - mmaction - INFO - Epoch [22][700/3520] lr: 5.000e-04, eta: 16:52:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6531, loss_cls: 2.6425, loss: 2.6425, grad_norm: 8.5918 2021-08-17 11:20:03,999 - mmaction - INFO - Epoch [22][720/3520] lr: 5.000e-04, eta: 16:52:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3667, top5_acc: 0.6562, loss_cls: 2.6413, loss: 2.6413, grad_norm: 8.3957 2021-08-17 11:20:15,457 - mmaction - INFO - Epoch [22][740/3520] lr: 5.000e-04, eta: 16:52:26, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6667, loss_cls: 2.5765, loss: 2.5765, grad_norm: 8.2697 2021-08-17 11:20:27,037 - mmaction - INFO - Epoch [22][760/3520] lr: 5.000e-04, eta: 16:52:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3667, top5_acc: 0.6479, loss_cls: 2.6150, loss: 2.6150, grad_norm: 8.1874 2021-08-17 11:20:38,539 - mmaction - INFO - Epoch [22][780/3520] lr: 5.000e-04, eta: 16:52:01, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6885, loss_cls: 2.5196, loss: 2.5196, grad_norm: 8.1612 2021-08-17 11:20:50,079 - mmaction - INFO - Epoch [22][800/3520] lr: 5.000e-04, eta: 16:51:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6906, loss_cls: 2.5235, loss: 2.5235, grad_norm: 8.0337 2021-08-17 11:21:01,546 - mmaction - INFO - Epoch [22][820/3520] lr: 5.000e-04, eta: 16:51:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3521, top5_acc: 0.6354, loss_cls: 2.6322, loss: 2.6322, grad_norm: 8.0583 2021-08-17 11:21:13,080 - mmaction - INFO - Epoch [22][840/3520] lr: 5.000e-04, eta: 16:51:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6875, loss_cls: 2.4544, loss: 2.4544, grad_norm: 8.1841 2021-08-17 11:21:24,607 - mmaction - INFO - Epoch [22][860/3520] lr: 5.000e-04, eta: 16:51:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6937, loss_cls: 2.4209, loss: 2.4209, grad_norm: 8.1239 2021-08-17 11:21:36,169 - mmaction - INFO - Epoch [22][880/3520] lr: 5.000e-04, eta: 16:50:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6521, loss_cls: 2.6202, loss: 2.6202, grad_norm: 8.2382 2021-08-17 11:21:47,685 - mmaction - INFO - Epoch [22][900/3520] lr: 5.000e-04, eta: 16:50:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6229, loss_cls: 2.6862, loss: 2.6862, grad_norm: 8.5180 2021-08-17 11:21:59,109 - mmaction - INFO - Epoch [22][920/3520] lr: 5.000e-04, eta: 16:50:32, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6771, loss_cls: 2.5763, loss: 2.5763, grad_norm: 8.3414 2021-08-17 11:22:10,624 - mmaction - INFO - Epoch [22][940/3520] lr: 5.000e-04, eta: 16:50:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6802, loss_cls: 2.4910, loss: 2.4910, grad_norm: 8.2821 2021-08-17 11:22:22,097 - mmaction - INFO - Epoch [22][960/3520] lr: 5.000e-04, eta: 16:50:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6781, loss_cls: 2.5322, loss: 2.5322, grad_norm: 8.3315 2021-08-17 11:22:33,574 - mmaction - INFO - Epoch [22][980/3520] lr: 5.000e-04, eta: 16:49:54, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6521, loss_cls: 2.6725, loss: 2.6725, grad_norm: 8.4793 2021-08-17 11:22:45,069 - mmaction - INFO - Epoch [22][1000/3520] lr: 5.000e-04, eta: 16:49:42, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6656, loss_cls: 2.5335, loss: 2.5335, grad_norm: 8.3487 2021-08-17 11:22:56,575 - mmaction - INFO - Epoch [22][1020/3520] lr: 5.000e-04, eta: 16:49:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6667, loss_cls: 2.5649, loss: 2.5649, grad_norm: 8.1460 2021-08-17 11:23:08,065 - mmaction - INFO - Epoch [22][1040/3520] lr: 5.000e-04, eta: 16:49:16, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6667, loss_cls: 2.5119, loss: 2.5119, grad_norm: 8.0182 2021-08-17 11:23:19,545 - mmaction - INFO - Epoch [22][1060/3520] lr: 5.000e-04, eta: 16:49:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6917, loss_cls: 2.5601, loss: 2.5601, grad_norm: 8.3982 2021-08-17 11:23:31,115 - mmaction - INFO - Epoch [22][1080/3520] lr: 5.000e-04, eta: 16:48:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6562, loss_cls: 2.5820, loss: 2.5820, grad_norm: 8.3022 2021-08-17 11:23:42,622 - mmaction - INFO - Epoch [22][1100/3520] lr: 5.000e-04, eta: 16:48:39, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6844, loss_cls: 2.4732, loss: 2.4732, grad_norm: 8.2014 2021-08-17 11:23:54,078 - mmaction - INFO - Epoch [22][1120/3520] lr: 5.000e-04, eta: 16:48:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3406, top5_acc: 0.6448, loss_cls: 2.7196, loss: 2.7196, grad_norm: 8.5352 2021-08-17 11:24:05,596 - mmaction - INFO - Epoch [22][1140/3520] lr: 5.000e-04, eta: 16:48:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6719, loss_cls: 2.5481, loss: 2.5481, grad_norm: 8.4308 2021-08-17 11:24:17,079 - mmaction - INFO - Epoch [22][1160/3520] lr: 5.000e-04, eta: 16:48:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3729, top5_acc: 0.6646, loss_cls: 2.6220, loss: 2.6220, grad_norm: 8.4797 2021-08-17 11:24:28,641 - mmaction - INFO - Epoch [22][1180/3520] lr: 5.000e-04, eta: 16:47:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3552, top5_acc: 0.6510, loss_cls: 2.6161, loss: 2.6161, grad_norm: 8.3454 2021-08-17 11:24:40,118 - mmaction - INFO - Epoch [22][1200/3520] lr: 5.000e-04, eta: 16:47:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6813, loss_cls: 2.4533, loss: 2.4533, grad_norm: 8.0501 2021-08-17 11:24:51,686 - mmaction - INFO - Epoch [22][1220/3520] lr: 5.000e-04, eta: 16:47:23, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7031, loss_cls: 2.4421, loss: 2.4421, grad_norm: 8.1262 2021-08-17 11:25:03,220 - mmaction - INFO - Epoch [22][1240/3520] lr: 5.000e-04, eta: 16:47:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6969, loss_cls: 2.4615, loss: 2.4615, grad_norm: 8.1622 2021-08-17 11:25:14,857 - mmaction - INFO - Epoch [22][1260/3520] lr: 5.000e-04, eta: 16:46:58, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6865, loss_cls: 2.4777, loss: 2.4777, grad_norm: 8.2708 2021-08-17 11:25:26,415 - mmaction - INFO - Epoch [22][1280/3520] lr: 5.000e-04, eta: 16:46:45, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6615, loss_cls: 2.6188, loss: 2.6188, grad_norm: 8.4680 2021-08-17 11:25:37,893 - mmaction - INFO - Epoch [22][1300/3520] lr: 5.000e-04, eta: 16:46:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6802, loss_cls: 2.5024, loss: 2.5024, grad_norm: 8.0261 2021-08-17 11:25:49,474 - mmaction - INFO - Epoch [22][1320/3520] lr: 5.000e-04, eta: 16:46:20, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6854, loss_cls: 2.4855, loss: 2.4855, grad_norm: 8.1379 2021-08-17 11:26:01,029 - mmaction - INFO - Epoch [22][1340/3520] lr: 5.000e-04, eta: 16:46:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6844, loss_cls: 2.5136, loss: 2.5136, grad_norm: 8.2623 2021-08-17 11:26:12,522 - mmaction - INFO - Epoch [22][1360/3520] lr: 5.000e-04, eta: 16:45:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6646, loss_cls: 2.5523, loss: 2.5523, grad_norm: 8.4093 2021-08-17 11:26:24,026 - mmaction - INFO - Epoch [22][1380/3520] lr: 5.000e-04, eta: 16:45:42, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6896, loss_cls: 2.5146, loss: 2.5146, grad_norm: 8.5059 2021-08-17 11:26:35,515 - mmaction - INFO - Epoch [22][1400/3520] lr: 5.000e-04, eta: 16:45:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6823, loss_cls: 2.5025, loss: 2.5025, grad_norm: 8.5686 2021-08-17 11:26:47,008 - mmaction - INFO - Epoch [22][1420/3520] lr: 5.000e-04, eta: 16:45:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6729, loss_cls: 2.5128, loss: 2.5128, grad_norm: 8.0181 2021-08-17 11:26:58,498 - mmaction - INFO - Epoch [22][1440/3520] lr: 5.000e-04, eta: 16:45:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6687, loss_cls: 2.5697, loss: 2.5697, grad_norm: 8.3648 2021-08-17 11:27:10,082 - mmaction - INFO - Epoch [22][1460/3520] lr: 5.000e-04, eta: 16:44:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6698, loss_cls: 2.6091, loss: 2.6091, grad_norm: 8.2347 2021-08-17 11:27:21,622 - mmaction - INFO - Epoch [22][1480/3520] lr: 5.000e-04, eta: 16:44:39, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3604, top5_acc: 0.6333, loss_cls: 2.6493, loss: 2.6493, grad_norm: 8.6848 2021-08-17 11:27:33,136 - mmaction - INFO - Epoch [22][1500/3520] lr: 5.000e-04, eta: 16:44:27, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6885, loss_cls: 2.4362, loss: 2.4362, grad_norm: 8.1143 2021-08-17 11:27:44,616 - mmaction - INFO - Epoch [22][1520/3520] lr: 5.000e-04, eta: 16:44:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6542, loss_cls: 2.5676, loss: 2.5676, grad_norm: 8.2953 2021-08-17 11:27:56,080 - mmaction - INFO - Epoch [22][1540/3520] lr: 5.000e-04, eta: 16:44:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6604, loss_cls: 2.5656, loss: 2.5656, grad_norm: 8.1488 2021-08-17 11:28:07,644 - mmaction - INFO - Epoch [22][1560/3520] lr: 5.000e-04, eta: 16:43:49, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6448, loss_cls: 2.6327, loss: 2.6327, grad_norm: 8.7874 2021-08-17 11:28:19,100 - mmaction - INFO - Epoch [22][1580/3520] lr: 5.000e-04, eta: 16:43:36, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6562, loss_cls: 2.5739, loss: 2.5739, grad_norm: 8.5836 2021-08-17 11:28:30,560 - mmaction - INFO - Epoch [22][1600/3520] lr: 5.000e-04, eta: 16:43:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6635, loss_cls: 2.5408, loss: 2.5408, grad_norm: 8.3436 2021-08-17 11:28:42,135 - mmaction - INFO - Epoch [22][1620/3520] lr: 5.000e-04, eta: 16:43:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6385, loss_cls: 2.6250, loss: 2.6250, grad_norm: 8.0863 2021-08-17 11:28:53,650 - mmaction - INFO - Epoch [22][1640/3520] lr: 5.000e-04, eta: 16:42:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6854, loss_cls: 2.4703, loss: 2.4703, grad_norm: 8.2529 2021-08-17 11:29:05,221 - mmaction - INFO - Epoch [22][1660/3520] lr: 5.000e-04, eta: 16:42:46, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6760, loss_cls: 2.5500, loss: 2.5500, grad_norm: 8.4933 2021-08-17 11:29:16,655 - mmaction - INFO - Epoch [22][1680/3520] lr: 5.000e-04, eta: 16:42:33, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6635, loss_cls: 2.5639, loss: 2.5639, grad_norm: 8.2415 2021-08-17 11:29:28,179 - mmaction - INFO - Epoch [22][1700/3520] lr: 5.000e-04, eta: 16:42:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6760, loss_cls: 2.5336, loss: 2.5336, grad_norm: 8.5111 2021-08-17 11:29:39,675 - mmaction - INFO - Epoch [22][1720/3520] lr: 5.000e-04, eta: 16:42:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3635, top5_acc: 0.6833, loss_cls: 2.5130, loss: 2.5130, grad_norm: 8.3109 2021-08-17 11:29:51,177 - mmaction - INFO - Epoch [22][1740/3520] lr: 5.000e-04, eta: 16:41:55, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6708, loss_cls: 2.5268, loss: 2.5268, grad_norm: 8.4365 2021-08-17 11:30:02,768 - mmaction - INFO - Epoch [22][1760/3520] lr: 5.000e-04, eta: 16:41:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6698, loss_cls: 2.5440, loss: 2.5440, grad_norm: 8.5448 2021-08-17 11:30:14,189 - mmaction - INFO - Epoch [22][1780/3520] lr: 5.000e-04, eta: 16:41:30, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6531, loss_cls: 2.5876, loss: 2.5876, grad_norm: 8.2787 2021-08-17 11:30:25,669 - mmaction - INFO - Epoch [22][1800/3520] lr: 5.000e-04, eta: 16:41:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6729, loss_cls: 2.5438, loss: 2.5438, grad_norm: 8.5534 2021-08-17 11:30:37,157 - mmaction - INFO - Epoch [22][1820/3520] lr: 5.000e-04, eta: 16:41:05, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6573, loss_cls: 2.6331, loss: 2.6331, grad_norm: 8.4829 2021-08-17 11:30:48,606 - mmaction - INFO - Epoch [22][1840/3520] lr: 5.000e-04, eta: 16:40:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6781, loss_cls: 2.5095, loss: 2.5095, grad_norm: 8.3581 2021-08-17 11:31:00,174 - mmaction - INFO - Epoch [22][1860/3520] lr: 5.000e-04, eta: 16:40:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6813, loss_cls: 2.4939, loss: 2.4939, grad_norm: 8.0463 2021-08-17 11:31:11,619 - mmaction - INFO - Epoch [22][1880/3520] lr: 5.000e-04, eta: 16:40:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6698, loss_cls: 2.5694, loss: 2.5694, grad_norm: 8.3878 2021-08-17 11:31:23,211 - mmaction - INFO - Epoch [22][1900/3520] lr: 5.000e-04, eta: 16:40:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6521, loss_cls: 2.6014, loss: 2.6014, grad_norm: 8.4649 2021-08-17 11:31:34,688 - mmaction - INFO - Epoch [22][1920/3520] lr: 5.000e-04, eta: 16:40:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6740, loss_cls: 2.5041, loss: 2.5041, grad_norm: 8.2088 2021-08-17 11:31:46,165 - mmaction - INFO - Epoch [22][1940/3520] lr: 5.000e-04, eta: 16:39:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6844, loss_cls: 2.5430, loss: 2.5430, grad_norm: 8.6163 2021-08-17 11:31:57,655 - mmaction - INFO - Epoch [22][1960/3520] lr: 5.000e-04, eta: 16:39:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6677, loss_cls: 2.5751, loss: 2.5751, grad_norm: 8.1818 2021-08-17 11:32:09,311 - mmaction - INFO - Epoch [22][1980/3520] lr: 5.000e-04, eta: 16:39:24, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3490, top5_acc: 0.6510, loss_cls: 2.6763, loss: 2.6763, grad_norm: 8.7157 2021-08-17 11:32:20,787 - mmaction - INFO - Epoch [22][2000/3520] lr: 5.000e-04, eta: 16:39:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6865, loss_cls: 2.5577, loss: 2.5577, grad_norm: 8.4081 2021-08-17 11:32:32,295 - mmaction - INFO - Epoch [22][2020/3520] lr: 5.000e-04, eta: 16:38:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6854, loss_cls: 2.5181, loss: 2.5181, grad_norm: 8.2254 2021-08-17 11:32:43,783 - mmaction - INFO - Epoch [22][2040/3520] lr: 5.000e-04, eta: 16:38:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6875, loss_cls: 2.5088, loss: 2.5088, grad_norm: 8.6659 2021-08-17 11:32:55,343 - mmaction - INFO - Epoch [22][2060/3520] lr: 5.000e-04, eta: 16:38:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6698, loss_cls: 2.5047, loss: 2.5047, grad_norm: 8.5569 2021-08-17 11:33:06,847 - mmaction - INFO - Epoch [22][2080/3520] lr: 5.000e-04, eta: 16:38:21, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7094, loss_cls: 2.4364, loss: 2.4364, grad_norm: 8.0591 2021-08-17 11:33:18,476 - mmaction - INFO - Epoch [22][2100/3520] lr: 5.000e-04, eta: 16:38:08, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6917, loss_cls: 2.5364, loss: 2.5364, grad_norm: 8.5053 2021-08-17 11:33:29,963 - mmaction - INFO - Epoch [22][2120/3520] lr: 5.000e-04, eta: 16:37:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6802, loss_cls: 2.6143, loss: 2.6143, grad_norm: 8.4143 2021-08-17 11:33:41,509 - mmaction - INFO - Epoch [22][2140/3520] lr: 5.000e-04, eta: 16:37:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3604, top5_acc: 0.6427, loss_cls: 2.5729, loss: 2.5729, grad_norm: 8.6121 2021-08-17 11:33:53,075 - mmaction - INFO - Epoch [22][2160/3520] lr: 5.000e-04, eta: 16:37:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6750, loss_cls: 2.5163, loss: 2.5163, grad_norm: 8.3595 2021-08-17 11:34:04,605 - mmaction - INFO - Epoch [22][2180/3520] lr: 5.000e-04, eta: 16:37:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6677, loss_cls: 2.5571, loss: 2.5571, grad_norm: 8.7876 2021-08-17 11:34:16,120 - mmaction - INFO - Epoch [22][2200/3520] lr: 5.000e-04, eta: 16:37:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6833, loss_cls: 2.4696, loss: 2.4696, grad_norm: 8.2311 2021-08-17 11:34:27,672 - mmaction - INFO - Epoch [22][2220/3520] lr: 5.000e-04, eta: 16:36:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6781, loss_cls: 2.5593, loss: 2.5593, grad_norm: 8.4166 2021-08-17 11:34:39,178 - mmaction - INFO - Epoch [22][2240/3520] lr: 5.000e-04, eta: 16:36:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6677, loss_cls: 2.5329, loss: 2.5329, grad_norm: 8.5101 2021-08-17 11:34:50,732 - mmaction - INFO - Epoch [22][2260/3520] lr: 5.000e-04, eta: 16:36:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6396, loss_cls: 2.5839, loss: 2.5839, grad_norm: 8.3864 2021-08-17 11:35:02,182 - mmaction - INFO - Epoch [22][2280/3520] lr: 5.000e-04, eta: 16:36:15, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6833, loss_cls: 2.5430, loss: 2.5430, grad_norm: 8.5281 2021-08-17 11:35:13,720 - mmaction - INFO - Epoch [22][2300/3520] lr: 5.000e-04, eta: 16:36:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6708, loss_cls: 2.5657, loss: 2.5657, grad_norm: 8.4585 2021-08-17 11:35:25,220 - mmaction - INFO - Epoch [22][2320/3520] lr: 5.000e-04, eta: 16:35:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6656, loss_cls: 2.6047, loss: 2.6047, grad_norm: 9.0192 2021-08-17 11:35:36,746 - mmaction - INFO - Epoch [22][2340/3520] lr: 5.000e-04, eta: 16:35:37, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3667, top5_acc: 0.6729, loss_cls: 2.5675, loss: 2.5675, grad_norm: 8.2959 2021-08-17 11:35:48,253 - mmaction - INFO - Epoch [22][2360/3520] lr: 5.000e-04, eta: 16:35:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6917, loss_cls: 2.4916, loss: 2.4916, grad_norm: 8.3309 2021-08-17 11:35:59,758 - mmaction - INFO - Epoch [22][2380/3520] lr: 5.000e-04, eta: 16:35:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6708, loss_cls: 2.5621, loss: 2.5621, grad_norm: 8.8067 2021-08-17 11:36:11,248 - mmaction - INFO - Epoch [22][2400/3520] lr: 5.000e-04, eta: 16:35:00, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6635, loss_cls: 2.5691, loss: 2.5691, grad_norm: 8.5649 2021-08-17 11:36:22,760 - mmaction - INFO - Epoch [22][2420/3520] lr: 5.000e-04, eta: 16:34:47, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6948, loss_cls: 2.5449, loss: 2.5449, grad_norm: 8.7251 2021-08-17 11:36:34,292 - mmaction - INFO - Epoch [22][2440/3520] lr: 5.000e-04, eta: 16:34:34, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6635, loss_cls: 2.5247, loss: 2.5247, grad_norm: 8.7021 2021-08-17 11:36:45,906 - mmaction - INFO - Epoch [22][2460/3520] lr: 5.000e-04, eta: 16:34:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.4885, loss: 2.4885, grad_norm: 8.5626 2021-08-17 11:36:57,442 - mmaction - INFO - Epoch [22][2480/3520] lr: 5.000e-04, eta: 16:34:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6760, loss_cls: 2.5117, loss: 2.5117, grad_norm: 8.4052 2021-08-17 11:37:09,087 - mmaction - INFO - Epoch [22][2500/3520] lr: 5.000e-04, eta: 16:33:57, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6771, loss_cls: 2.5341, loss: 2.5341, grad_norm: 8.4883 2021-08-17 11:37:20,587 - mmaction - INFO - Epoch [22][2520/3520] lr: 5.000e-04, eta: 16:33:44, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6771, loss_cls: 2.5337, loss: 2.5337, grad_norm: 8.5779 2021-08-17 11:37:32,142 - mmaction - INFO - Epoch [22][2540/3520] lr: 5.000e-04, eta: 16:33:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6781, loss_cls: 2.5474, loss: 2.5474, grad_norm: 8.7308 2021-08-17 11:37:43,755 - mmaction - INFO - Epoch [22][2560/3520] lr: 5.000e-04, eta: 16:33:19, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6615, loss_cls: 2.6207, loss: 2.6207, grad_norm: 8.5291 2021-08-17 11:37:55,306 - mmaction - INFO - Epoch [22][2580/3520] lr: 5.000e-04, eta: 16:33:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6656, loss_cls: 2.5909, loss: 2.5909, grad_norm: 8.6872 2021-08-17 11:38:06,867 - mmaction - INFO - Epoch [22][2600/3520] lr: 5.000e-04, eta: 16:32:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6844, loss_cls: 2.5621, loss: 2.5621, grad_norm: 8.5758 2021-08-17 11:38:18,438 - mmaction - INFO - Epoch [22][2620/3520] lr: 5.000e-04, eta: 16:32:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6698, loss_cls: 2.5448, loss: 2.5448, grad_norm: 8.5026 2021-08-17 11:38:30,015 - mmaction - INFO - Epoch [22][2640/3520] lr: 5.000e-04, eta: 16:32:29, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6667, loss_cls: 2.5731, loss: 2.5731, grad_norm: 8.4733 2021-08-17 11:38:41,571 - mmaction - INFO - Epoch [22][2660/3520] lr: 5.000e-04, eta: 16:32:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6781, loss_cls: 2.5237, loss: 2.5237, grad_norm: 8.3406 2021-08-17 11:38:53,177 - mmaction - INFO - Epoch [22][2680/3520] lr: 5.000e-04, eta: 16:32:04, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6927, loss_cls: 2.4993, loss: 2.4993, grad_norm: 8.5475 2021-08-17 11:39:04,768 - mmaction - INFO - Epoch [22][2700/3520] lr: 5.000e-04, eta: 16:31:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6906, loss_cls: 2.4999, loss: 2.4999, grad_norm: 8.2702 2021-08-17 11:39:16,278 - mmaction - INFO - Epoch [22][2720/3520] lr: 5.000e-04, eta: 16:31:39, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6896, loss_cls: 2.4528, loss: 2.4528, grad_norm: 8.3643 2021-08-17 11:39:27,801 - mmaction - INFO - Epoch [22][2740/3520] lr: 5.000e-04, eta: 16:31:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6719, loss_cls: 2.5949, loss: 2.5949, grad_norm: 8.9192 2021-08-17 11:39:39,302 - mmaction - INFO - Epoch [22][2760/3520] lr: 5.000e-04, eta: 16:31:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6750, loss_cls: 2.5309, loss: 2.5309, grad_norm: 8.5139 2021-08-17 11:39:50,842 - mmaction - INFO - Epoch [22][2780/3520] lr: 5.000e-04, eta: 16:31:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6625, loss_cls: 2.5371, loss: 2.5371, grad_norm: 8.3656 2021-08-17 11:40:02,314 - mmaction - INFO - Epoch [22][2800/3520] lr: 5.000e-04, eta: 16:30:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3729, top5_acc: 0.6583, loss_cls: 2.5942, loss: 2.5942, grad_norm: 8.3915 2021-08-17 11:40:13,843 - mmaction - INFO - Epoch [22][2820/3520] lr: 5.000e-04, eta: 16:30:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6813, loss_cls: 2.4647, loss: 2.4647, grad_norm: 8.2501 2021-08-17 11:40:25,354 - mmaction - INFO - Epoch [22][2840/3520] lr: 5.000e-04, eta: 16:30:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6865, loss_cls: 2.5155, loss: 2.5155, grad_norm: 8.5411 2021-08-17 11:40:36,936 - mmaction - INFO - Epoch [22][2860/3520] lr: 5.000e-04, eta: 16:30:11, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6594, loss_cls: 2.6071, loss: 2.6071, grad_norm: 8.7889 2021-08-17 11:40:48,469 - mmaction - INFO - Epoch [22][2880/3520] lr: 5.000e-04, eta: 16:29:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6635, loss_cls: 2.5608, loss: 2.5608, grad_norm: 8.5261 2021-08-17 11:41:00,012 - mmaction - INFO - Epoch [22][2900/3520] lr: 5.000e-04, eta: 16:29:46, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6802, loss_cls: 2.4577, loss: 2.4577, grad_norm: 8.2738 2021-08-17 11:41:11,528 - mmaction - INFO - Epoch [22][2920/3520] lr: 5.000e-04, eta: 16:29:34, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6792, loss_cls: 2.5356, loss: 2.5356, grad_norm: 8.5266 2021-08-17 11:41:23,040 - mmaction - INFO - Epoch [22][2940/3520] lr: 5.000e-04, eta: 16:29:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6479, loss_cls: 2.6173, loss: 2.6173, grad_norm: 8.4912 2021-08-17 11:41:34,605 - mmaction - INFO - Epoch [22][2960/3520] lr: 5.000e-04, eta: 16:29:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6792, loss_cls: 2.5595, loss: 2.5595, grad_norm: 8.7654 2021-08-17 11:41:46,206 - mmaction - INFO - Epoch [22][2980/3520] lr: 5.000e-04, eta: 16:28:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6906, loss_cls: 2.4921, loss: 2.4921, grad_norm: 8.5297 2021-08-17 11:41:57,808 - mmaction - INFO - Epoch [22][3000/3520] lr: 5.000e-04, eta: 16:28:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6781, loss_cls: 2.4958, loss: 2.4958, grad_norm: 8.6466 2021-08-17 11:42:09,327 - mmaction - INFO - Epoch [22][3020/3520] lr: 5.000e-04, eta: 16:28:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6813, loss_cls: 2.5349, loss: 2.5349, grad_norm: 8.2954 2021-08-17 11:42:20,890 - mmaction - INFO - Epoch [22][3040/3520] lr: 5.000e-04, eta: 16:28:19, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6896, loss_cls: 2.5017, loss: 2.5017, grad_norm: 8.4030 2021-08-17 11:42:32,443 - mmaction - INFO - Epoch [22][3060/3520] lr: 5.000e-04, eta: 16:28:06, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6927, loss_cls: 2.4931, loss: 2.4931, grad_norm: 8.6347 2021-08-17 11:42:44,018 - mmaction - INFO - Epoch [22][3080/3520] lr: 5.000e-04, eta: 16:27:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.7000, loss_cls: 2.4981, loss: 2.4981, grad_norm: 8.5025 2021-08-17 11:42:55,563 - mmaction - INFO - Epoch [22][3100/3520] lr: 5.000e-04, eta: 16:27:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3573, top5_acc: 0.6719, loss_cls: 2.5847, loss: 2.5847, grad_norm: 8.5840 2021-08-17 11:43:07,112 - mmaction - INFO - Epoch [22][3120/3520] lr: 5.000e-04, eta: 16:27:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6604, loss_cls: 2.5760, loss: 2.5760, grad_norm: 8.4423 2021-08-17 11:43:18,597 - mmaction - INFO - Epoch [22][3140/3520] lr: 5.000e-04, eta: 16:27:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.5481, loss: 2.5481, grad_norm: 8.3590 2021-08-17 11:43:30,152 - mmaction - INFO - Epoch [22][3160/3520] lr: 5.000e-04, eta: 16:27:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6750, loss_cls: 2.5505, loss: 2.5505, grad_norm: 8.7152 2021-08-17 11:43:41,637 - mmaction - INFO - Epoch [22][3180/3520] lr: 5.000e-04, eta: 16:26:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6656, loss_cls: 2.5069, loss: 2.5069, grad_norm: 8.6796 2021-08-17 11:43:53,246 - mmaction - INFO - Epoch [22][3200/3520] lr: 5.000e-04, eta: 16:26:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6823, loss_cls: 2.5010, loss: 2.5010, grad_norm: 8.6247 2021-08-17 11:44:04,731 - mmaction - INFO - Epoch [22][3220/3520] lr: 5.000e-04, eta: 16:26:26, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6875, loss_cls: 2.4866, loss: 2.4866, grad_norm: 8.5205 2021-08-17 11:44:16,239 - mmaction - INFO - Epoch [22][3240/3520] lr: 5.000e-04, eta: 16:26:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6594, loss_cls: 2.5106, loss: 2.5106, grad_norm: 8.4728 2021-08-17 11:44:27,803 - mmaction - INFO - Epoch [22][3260/3520] lr: 5.000e-04, eta: 16:26:01, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6698, loss_cls: 2.5513, loss: 2.5513, grad_norm: 8.6204 2021-08-17 11:44:39,357 - mmaction - INFO - Epoch [22][3280/3520] lr: 5.000e-04, eta: 16:25:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6635, loss_cls: 2.5458, loss: 2.5458, grad_norm: 8.5712 2021-08-17 11:44:50,805 - mmaction - INFO - Epoch [22][3300/3520] lr: 5.000e-04, eta: 16:25:36, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6510, loss_cls: 2.5745, loss: 2.5745, grad_norm: 8.6062 2021-08-17 11:45:02,347 - mmaction - INFO - Epoch [22][3320/3520] lr: 5.000e-04, eta: 16:25:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6854, loss_cls: 2.4746, loss: 2.4746, grad_norm: 8.4312 2021-08-17 11:45:13,893 - mmaction - INFO - Epoch [22][3340/3520] lr: 5.000e-04, eta: 16:25:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6594, loss_cls: 2.5135, loss: 2.5135, grad_norm: 8.3622 2021-08-17 11:45:25,421 - mmaction - INFO - Epoch [22][3360/3520] lr: 5.000e-04, eta: 16:24:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6792, loss_cls: 2.4882, loss: 2.4882, grad_norm: 8.4494 2021-08-17 11:45:36,981 - mmaction - INFO - Epoch [22][3380/3520] lr: 5.000e-04, eta: 16:24:46, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3531, top5_acc: 0.6552, loss_cls: 2.5909, loss: 2.5909, grad_norm: 8.7562 2021-08-17 11:45:48,512 - mmaction - INFO - Epoch [22][3400/3520] lr: 5.000e-04, eta: 16:24:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6990, loss_cls: 2.4393, loss: 2.4393, grad_norm: 8.6420 2021-08-17 11:45:59,962 - mmaction - INFO - Epoch [22][3420/3520] lr: 5.000e-04, eta: 16:24:20, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6719, loss_cls: 2.5391, loss: 2.5391, grad_norm: 8.5436 2021-08-17 11:46:11,476 - mmaction - INFO - Epoch [22][3440/3520] lr: 5.000e-04, eta: 16:24:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6833, loss_cls: 2.5201, loss: 2.5201, grad_norm: 8.7702 2021-08-17 11:46:23,012 - mmaction - INFO - Epoch [22][3460/3520] lr: 5.000e-04, eta: 16:23:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6854, loss_cls: 2.4304, loss: 2.4304, grad_norm: 8.6906 2021-08-17 11:46:34,569 - mmaction - INFO - Epoch [22][3480/3520] lr: 5.000e-04, eta: 16:23:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6833, loss_cls: 2.5017, loss: 2.5017, grad_norm: 8.4719 2021-08-17 11:46:46,200 - mmaction - INFO - Epoch [22][3500/3520] lr: 5.000e-04, eta: 16:23:30, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6781, loss_cls: 2.5287, loss: 2.5287, grad_norm: 8.6894 2021-08-17 11:46:57,333 - mmaction - INFO - Epoch [22][3520/3520] lr: 5.000e-04, eta: 16:23:17, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.4293, top5_acc: 0.7098, loss_cls: 2.4077, loss: 2.4077, grad_norm: 8.4774 2021-08-17 11:47:05,156 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-08-17 11:48:43,330 - mmaction - INFO - Epoch [23][20/3520] lr: 5.000e-04, eta: 16:24:53, time: 4.842, data_time: 4.176, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6844, loss_cls: 2.4948, loss: 2.4948, grad_norm: 8.6256 2021-08-17 11:48:54,799 - mmaction - INFO - Epoch [23][40/3520] lr: 5.000e-04, eta: 16:24:41, time: 0.574, data_time: 0.005, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6594, loss_cls: 2.5760, loss: 2.5760, grad_norm: 8.6407 2021-08-17 11:49:06,205 - mmaction - INFO - Epoch [23][60/3520] lr: 5.000e-04, eta: 16:24:28, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6865, loss_cls: 2.4384, loss: 2.4384, grad_norm: 8.6673 2021-08-17 11:49:17,699 - mmaction - INFO - Epoch [23][80/3520] lr: 5.000e-04, eta: 16:24:15, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6615, loss_cls: 2.5549, loss: 2.5549, grad_norm: 8.9102 2021-08-17 11:49:29,179 - mmaction - INFO - Epoch [23][100/3520] lr: 5.000e-04, eta: 16:24:03, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6865, loss_cls: 2.4517, loss: 2.4517, grad_norm: 8.5489 2021-08-17 11:49:40,743 - mmaction - INFO - Epoch [23][120/3520] lr: 5.000e-04, eta: 16:23:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6792, loss_cls: 2.4719, loss: 2.4719, grad_norm: 8.6377 2021-08-17 11:49:52,259 - mmaction - INFO - Epoch [23][140/3520] lr: 5.000e-04, eta: 16:23:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6833, loss_cls: 2.5110, loss: 2.5110, grad_norm: 8.5945 2021-08-17 11:50:03,756 - mmaction - INFO - Epoch [23][160/3520] lr: 5.000e-04, eta: 16:23:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6719, loss_cls: 2.5445, loss: 2.5445, grad_norm: 8.4904 2021-08-17 11:50:15,325 - mmaction - INFO - Epoch [23][180/3520] lr: 5.000e-04, eta: 16:23:12, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7083, loss_cls: 2.4212, loss: 2.4212, grad_norm: 8.2509 2021-08-17 11:50:26,848 - mmaction - INFO - Epoch [23][200/3520] lr: 5.000e-04, eta: 16:23:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6958, loss_cls: 2.4250, loss: 2.4250, grad_norm: 8.6029 2021-08-17 11:50:38,347 - mmaction - INFO - Epoch [23][220/3520] lr: 5.000e-04, eta: 16:22:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6906, loss_cls: 2.4765, loss: 2.4765, grad_norm: 8.4159 2021-08-17 11:50:49,950 - mmaction - INFO - Epoch [23][240/3520] lr: 5.000e-04, eta: 16:22:35, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6823, loss_cls: 2.4560, loss: 2.4560, grad_norm: 8.6632 2021-08-17 11:51:01,464 - mmaction - INFO - Epoch [23][260/3520] lr: 5.000e-04, eta: 16:22:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.4728, loss: 2.4728, grad_norm: 8.4199 2021-08-17 11:51:13,006 - mmaction - INFO - Epoch [23][280/3520] lr: 5.000e-04, eta: 16:22:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6802, loss_cls: 2.5398, loss: 2.5398, grad_norm: 8.9931 2021-08-17 11:51:24,554 - mmaction - INFO - Epoch [23][300/3520] lr: 5.000e-04, eta: 16:21:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3563, top5_acc: 0.6937, loss_cls: 2.4984, loss: 2.4984, grad_norm: 9.0214 2021-08-17 11:51:36,067 - mmaction - INFO - Epoch [23][320/3520] lr: 5.000e-04, eta: 16:21:44, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6781, loss_cls: 2.5750, loss: 2.5750, grad_norm: 9.1656 2021-08-17 11:51:47,607 - mmaction - INFO - Epoch [23][340/3520] lr: 5.000e-04, eta: 16:21:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6625, loss_cls: 2.5370, loss: 2.5370, grad_norm: 8.6468 2021-08-17 11:51:59,151 - mmaction - INFO - Epoch [23][360/3520] lr: 5.000e-04, eta: 16:21:19, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3667, top5_acc: 0.6896, loss_cls: 2.5087, loss: 2.5087, grad_norm: 8.4933 2021-08-17 11:52:10,657 - mmaction - INFO - Epoch [23][380/3520] lr: 5.000e-04, eta: 16:21:07, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6813, loss_cls: 2.5175, loss: 2.5175, grad_norm: 8.7365 2021-08-17 11:52:22,326 - mmaction - INFO - Epoch [23][400/3520] lr: 5.000e-04, eta: 16:20:54, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6990, loss_cls: 2.4579, loss: 2.4579, grad_norm: 8.8369 2021-08-17 11:52:33,933 - mmaction - INFO - Epoch [23][420/3520] lr: 5.000e-04, eta: 16:20:42, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6917, loss_cls: 2.4689, loss: 2.4689, grad_norm: 8.9693 2021-08-17 11:52:45,521 - mmaction - INFO - Epoch [23][440/3520] lr: 5.000e-04, eta: 16:20:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6750, loss_cls: 2.4554, loss: 2.4554, grad_norm: 8.6418 2021-08-17 11:52:57,058 - mmaction - INFO - Epoch [23][460/3520] lr: 5.000e-04, eta: 16:20:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6979, loss_cls: 2.4250, loss: 2.4250, grad_norm: 8.8603 2021-08-17 11:53:08,556 - mmaction - INFO - Epoch [23][480/3520] lr: 5.000e-04, eta: 16:20:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6719, loss_cls: 2.5433, loss: 2.5433, grad_norm: 9.0319 2021-08-17 11:53:20,120 - mmaction - INFO - Epoch [23][500/3520] lr: 5.000e-04, eta: 16:19:52, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6677, loss_cls: 2.5319, loss: 2.5319, grad_norm: 8.5674 2021-08-17 11:53:31,639 - mmaction - INFO - Epoch [23][520/3520] lr: 5.000e-04, eta: 16:19:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6771, loss_cls: 2.4669, loss: 2.4669, grad_norm: 8.5742 2021-08-17 11:53:43,166 - mmaction - INFO - Epoch [23][540/3520] lr: 5.000e-04, eta: 16:19:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6844, loss_cls: 2.5359, loss: 2.5359, grad_norm: 8.9104 2021-08-17 11:53:54,717 - mmaction - INFO - Epoch [23][560/3520] lr: 5.000e-04, eta: 16:19:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6521, loss_cls: 2.6211, loss: 2.6211, grad_norm: 9.1070 2021-08-17 11:54:06,279 - mmaction - INFO - Epoch [23][580/3520] lr: 5.000e-04, eta: 16:19:01, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.5071, loss: 2.5071, grad_norm: 8.6257 2021-08-17 11:54:17,773 - mmaction - INFO - Epoch [23][600/3520] lr: 5.000e-04, eta: 16:18:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.7031, loss_cls: 2.4355, loss: 2.4355, grad_norm: 8.7337 2021-08-17 11:54:29,248 - mmaction - INFO - Epoch [23][620/3520] lr: 5.000e-04, eta: 16:18:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6771, loss_cls: 2.5168, loss: 2.5168, grad_norm: 8.8026 2021-08-17 11:54:40,860 - mmaction - INFO - Epoch [23][640/3520] lr: 5.000e-04, eta: 16:18:24, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6687, loss_cls: 2.5589, loss: 2.5589, grad_norm: 8.7813 2021-08-17 11:54:52,440 - mmaction - INFO - Epoch [23][660/3520] lr: 5.000e-04, eta: 16:18:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7063, loss_cls: 2.4261, loss: 2.4261, grad_norm: 8.6172 2021-08-17 11:55:03,916 - mmaction - INFO - Epoch [23][680/3520] lr: 5.000e-04, eta: 16:17:59, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6740, loss_cls: 2.4686, loss: 2.4686, grad_norm: 8.6362 2021-08-17 11:55:15,434 - mmaction - INFO - Epoch [23][700/3520] lr: 5.000e-04, eta: 16:17:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6781, loss_cls: 2.5385, loss: 2.5385, grad_norm: 8.7879 2021-08-17 11:55:27,019 - mmaction - INFO - Epoch [23][720/3520] lr: 5.000e-04, eta: 16:17:33, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6667, loss_cls: 2.5707, loss: 2.5707, grad_norm: 8.8378 2021-08-17 11:55:38,532 - mmaction - INFO - Epoch [23][740/3520] lr: 5.000e-04, eta: 16:17:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6802, loss_cls: 2.5375, loss: 2.5375, grad_norm: 8.7593 2021-08-17 11:55:50,031 - mmaction - INFO - Epoch [23][760/3520] lr: 5.000e-04, eta: 16:17:08, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6813, loss_cls: 2.4729, loss: 2.4729, grad_norm: 8.5458 2021-08-17 11:56:01,512 - mmaction - INFO - Epoch [23][780/3520] lr: 5.000e-04, eta: 16:16:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.7000, loss_cls: 2.4557, loss: 2.4557, grad_norm: 8.7829 2021-08-17 11:56:13,130 - mmaction - INFO - Epoch [23][800/3520] lr: 5.000e-04, eta: 16:16:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.7073, loss_cls: 2.4639, loss: 2.4639, grad_norm: 8.7785 2021-08-17 11:56:24,658 - mmaction - INFO - Epoch [23][820/3520] lr: 5.000e-04, eta: 16:16:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6896, loss_cls: 2.4658, loss: 2.4658, grad_norm: 8.7240 2021-08-17 11:56:36,249 - mmaction - INFO - Epoch [23][840/3520] lr: 5.000e-04, eta: 16:16:18, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6792, loss_cls: 2.4924, loss: 2.4924, grad_norm: 8.7898 2021-08-17 11:56:47,792 - mmaction - INFO - Epoch [23][860/3520] lr: 5.000e-04, eta: 16:16:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7031, loss_cls: 2.4198, loss: 2.4198, grad_norm: 8.7106 2021-08-17 11:56:59,402 - mmaction - INFO - Epoch [23][880/3520] lr: 5.000e-04, eta: 16:15:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6917, loss_cls: 2.4894, loss: 2.4894, grad_norm: 8.7284 2021-08-17 11:57:10,954 - mmaction - INFO - Epoch [23][900/3520] lr: 5.000e-04, eta: 16:15:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6865, loss_cls: 2.4573, loss: 2.4573, grad_norm: 8.6821 2021-08-17 11:57:22,504 - mmaction - INFO - Epoch [23][920/3520] lr: 5.000e-04, eta: 16:15:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6635, loss_cls: 2.5514, loss: 2.5514, grad_norm: 8.6891 2021-08-17 11:57:34,003 - mmaction - INFO - Epoch [23][940/3520] lr: 5.000e-04, eta: 16:15:15, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6979, loss_cls: 2.3980, loss: 2.3980, grad_norm: 8.4920 2021-08-17 11:57:45,567 - mmaction - INFO - Epoch [23][960/3520] lr: 5.000e-04, eta: 16:15:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6792, loss_cls: 2.4865, loss: 2.4865, grad_norm: 8.8879 2021-08-17 11:57:57,065 - mmaction - INFO - Epoch [23][980/3520] lr: 5.000e-04, eta: 16:14:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7031, loss_cls: 2.4394, loss: 2.4394, grad_norm: 8.7063 2021-08-17 11:58:08,704 - mmaction - INFO - Epoch [23][1000/3520] lr: 5.000e-04, eta: 16:14:38, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6854, loss_cls: 2.5029, loss: 2.5029, grad_norm: 8.7698 2021-08-17 11:58:20,150 - mmaction - INFO - Epoch [23][1020/3520] lr: 5.000e-04, eta: 16:14:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6802, loss_cls: 2.5273, loss: 2.5273, grad_norm: 9.0059 2021-08-17 11:58:31,696 - mmaction - INFO - Epoch [23][1040/3520] lr: 5.000e-04, eta: 16:14:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6615, loss_cls: 2.5461, loss: 2.5461, grad_norm: 8.9913 2021-08-17 11:58:43,239 - mmaction - INFO - Epoch [23][1060/3520] lr: 5.000e-04, eta: 16:14:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6740, loss_cls: 2.5000, loss: 2.5000, grad_norm: 8.9086 2021-08-17 11:58:54,737 - mmaction - INFO - Epoch [23][1080/3520] lr: 5.000e-04, eta: 16:13:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6979, loss_cls: 2.4593, loss: 2.4593, grad_norm: 8.6034 2021-08-17 11:59:06,236 - mmaction - INFO - Epoch [23][1100/3520] lr: 5.000e-04, eta: 16:13:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6833, loss_cls: 2.5570, loss: 2.5570, grad_norm: 8.8010 2021-08-17 11:59:17,814 - mmaction - INFO - Epoch [23][1120/3520] lr: 5.000e-04, eta: 16:13:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6854, loss_cls: 2.4741, loss: 2.4741, grad_norm: 9.1583 2021-08-17 11:59:29,402 - mmaction - INFO - Epoch [23][1140/3520] lr: 5.000e-04, eta: 16:13:10, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6667, loss_cls: 2.5607, loss: 2.5607, grad_norm: 8.8787 2021-08-17 11:59:40,963 - mmaction - INFO - Epoch [23][1160/3520] lr: 5.000e-04, eta: 16:12:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3458, top5_acc: 0.6937, loss_cls: 2.4971, loss: 2.4971, grad_norm: 8.6043 2021-08-17 11:59:52,472 - mmaction - INFO - Epoch [23][1180/3520] lr: 5.000e-04, eta: 16:12:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6823, loss_cls: 2.5297, loss: 2.5297, grad_norm: 8.6818 2021-08-17 12:00:05,116 - mmaction - INFO - Epoch [23][1200/3520] lr: 5.000e-04, eta: 16:12:33, time: 0.621, data_time: 0.003, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6469, loss_cls: 2.6546, loss: 2.6546, grad_norm: 9.2264 2021-08-17 12:00:16,684 - mmaction - INFO - Epoch [23][1220/3520] lr: 5.000e-04, eta: 16:12:21, time: 0.590, data_time: 0.016, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7021, loss_cls: 2.4270, loss: 2.4270, grad_norm: 8.7046 2021-08-17 12:00:28,282 - mmaction - INFO - Epoch [23][1240/3520] lr: 5.000e-04, eta: 16:12:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7094, loss_cls: 2.3606, loss: 2.3606, grad_norm: 8.7513 2021-08-17 12:00:39,783 - mmaction - INFO - Epoch [23][1260/3520] lr: 5.000e-04, eta: 16:11:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7177, loss_cls: 2.3660, loss: 2.3660, grad_norm: 8.6949 2021-08-17 12:00:51,370 - mmaction - INFO - Epoch [23][1280/3520] lr: 5.000e-04, eta: 16:11:44, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6802, loss_cls: 2.4853, loss: 2.4853, grad_norm: 8.8079 2021-08-17 12:01:02,908 - mmaction - INFO - Epoch [23][1300/3520] lr: 5.000e-04, eta: 16:11:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6740, loss_cls: 2.5320, loss: 2.5320, grad_norm: 8.8553 2021-08-17 12:01:15,489 - mmaction - INFO - Epoch [23][1320/3520] lr: 5.000e-04, eta: 16:11:20, time: 0.619, data_time: 0.003, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6677, loss_cls: 2.5471, loss: 2.5471, grad_norm: 8.9064 2021-08-17 12:01:26,975 - mmaction - INFO - Epoch [23][1340/3520] lr: 5.000e-04, eta: 16:11:07, time: 0.585, data_time: 0.013, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6948, loss_cls: 2.4749, loss: 2.4749, grad_norm: 8.8752 2021-08-17 12:01:38,539 - mmaction - INFO - Epoch [23][1360/3520] lr: 5.000e-04, eta: 16:10:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6958, loss_cls: 2.4597, loss: 2.4597, grad_norm: 8.9561 2021-08-17 12:01:50,027 - mmaction - INFO - Epoch [23][1380/3520] lr: 5.000e-04, eta: 16:10:42, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6906, loss_cls: 2.4717, loss: 2.4717, grad_norm: 8.8723 2021-08-17 12:02:01,595 - mmaction - INFO - Epoch [23][1400/3520] lr: 5.000e-04, eta: 16:10:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6792, loss_cls: 2.5129, loss: 2.5129, grad_norm: 8.8634 2021-08-17 12:02:13,109 - mmaction - INFO - Epoch [23][1420/3520] lr: 5.000e-04, eta: 16:10:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6646, loss_cls: 2.5713, loss: 2.5713, grad_norm: 8.7404 2021-08-17 12:02:24,612 - mmaction - INFO - Epoch [23][1440/3520] lr: 5.000e-04, eta: 16:10:05, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6667, loss_cls: 2.6014, loss: 2.6014, grad_norm: 8.7332 2021-08-17 12:02:36,145 - mmaction - INFO - Epoch [23][1460/3520] lr: 5.000e-04, eta: 16:09:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6865, loss_cls: 2.4969, loss: 2.4969, grad_norm: 8.7666 2021-08-17 12:02:47,711 - mmaction - INFO - Epoch [23][1480/3520] lr: 5.000e-04, eta: 16:09:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6875, loss_cls: 2.4855, loss: 2.4855, grad_norm: 8.9937 2021-08-17 12:02:59,236 - mmaction - INFO - Epoch [23][1500/3520] lr: 5.000e-04, eta: 16:09:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6865, loss_cls: 2.4070, loss: 2.4070, grad_norm: 8.5668 2021-08-17 12:03:10,779 - mmaction - INFO - Epoch [23][1520/3520] lr: 5.000e-04, eta: 16:09:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6719, loss_cls: 2.5289, loss: 2.5289, grad_norm: 8.7287 2021-08-17 12:03:22,291 - mmaction - INFO - Epoch [23][1540/3520] lr: 5.000e-04, eta: 16:09:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6677, loss_cls: 2.5366, loss: 2.5366, grad_norm: 8.8975 2021-08-17 12:03:33,790 - mmaction - INFO - Epoch [23][1560/3520] lr: 5.000e-04, eta: 16:08:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6937, loss_cls: 2.4020, loss: 2.4020, grad_norm: 8.7307 2021-08-17 12:03:45,414 - mmaction - INFO - Epoch [23][1580/3520] lr: 5.000e-04, eta: 16:08:37, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6979, loss_cls: 2.4635, loss: 2.4635, grad_norm: 8.9594 2021-08-17 12:03:56,941 - mmaction - INFO - Epoch [23][1600/3520] lr: 5.000e-04, eta: 16:08:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6542, loss_cls: 2.5845, loss: 2.5845, grad_norm: 8.8253 2021-08-17 12:04:08,463 - mmaction - INFO - Epoch [23][1620/3520] lr: 5.000e-04, eta: 16:08:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6708, loss_cls: 2.5427, loss: 2.5427, grad_norm: 8.6245 2021-08-17 12:04:20,002 - mmaction - INFO - Epoch [23][1640/3520] lr: 5.000e-04, eta: 16:07:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6792, loss_cls: 2.5327, loss: 2.5327, grad_norm: 9.0381 2021-08-17 12:04:31,502 - mmaction - INFO - Epoch [23][1660/3520] lr: 5.000e-04, eta: 16:07:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3635, top5_acc: 0.6823, loss_cls: 2.5325, loss: 2.5325, grad_norm: 8.9506 2021-08-17 12:04:43,105 - mmaction - INFO - Epoch [23][1680/3520] lr: 5.000e-04, eta: 16:07:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6906, loss_cls: 2.4703, loss: 2.4703, grad_norm: 8.8425 2021-08-17 12:04:54,668 - mmaction - INFO - Epoch [23][1700/3520] lr: 5.000e-04, eta: 16:07:22, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6990, loss_cls: 2.4300, loss: 2.4300, grad_norm: 8.4158 2021-08-17 12:05:06,235 - mmaction - INFO - Epoch [23][1720/3520] lr: 5.000e-04, eta: 16:07:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6521, loss_cls: 2.5936, loss: 2.5936, grad_norm: 9.0207 2021-08-17 12:05:17,764 - mmaction - INFO - Epoch [23][1740/3520] lr: 5.000e-04, eta: 16:06:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6719, loss_cls: 2.4889, loss: 2.4889, grad_norm: 8.9241 2021-08-17 12:05:29,300 - mmaction - INFO - Epoch [23][1760/3520] lr: 5.000e-04, eta: 16:06:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6885, loss_cls: 2.4674, loss: 2.4674, grad_norm: 8.9735 2021-08-17 12:05:40,852 - mmaction - INFO - Epoch [23][1780/3520] lr: 5.000e-04, eta: 16:06:32, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3729, top5_acc: 0.6906, loss_cls: 2.4951, loss: 2.4951, grad_norm: 8.9327 2021-08-17 12:05:52,386 - mmaction - INFO - Epoch [23][1800/3520] lr: 5.000e-04, eta: 16:06:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6646, loss_cls: 2.5396, loss: 2.5396, grad_norm: 9.0200 2021-08-17 12:06:03,867 - mmaction - INFO - Epoch [23][1820/3520] lr: 5.000e-04, eta: 16:06:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6906, loss_cls: 2.4173, loss: 2.4173, grad_norm: 8.6940 2021-08-17 12:06:15,379 - mmaction - INFO - Epoch [23][1840/3520] lr: 5.000e-04, eta: 16:05:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3729, top5_acc: 0.6854, loss_cls: 2.4923, loss: 2.4923, grad_norm: 8.7391 2021-08-17 12:06:26,972 - mmaction - INFO - Epoch [23][1860/3520] lr: 5.000e-04, eta: 16:05:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7052, loss_cls: 2.3776, loss: 2.3776, grad_norm: 8.3855 2021-08-17 12:06:38,525 - mmaction - INFO - Epoch [23][1880/3520] lr: 5.000e-04, eta: 16:05:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6521, loss_cls: 2.5598, loss: 2.5598, grad_norm: 8.8398 2021-08-17 12:06:50,079 - mmaction - INFO - Epoch [23][1900/3520] lr: 5.000e-04, eta: 16:05:16, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6729, loss_cls: 2.4332, loss: 2.4332, grad_norm: 8.6444 2021-08-17 12:07:01,676 - mmaction - INFO - Epoch [23][1920/3520] lr: 5.000e-04, eta: 16:05:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6635, loss_cls: 2.5062, loss: 2.5062, grad_norm: 9.0377 2021-08-17 12:07:13,269 - mmaction - INFO - Epoch [23][1940/3520] lr: 5.000e-04, eta: 16:04:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6875, loss_cls: 2.4509, loss: 2.4509, grad_norm: 8.8962 2021-08-17 12:07:24,895 - mmaction - INFO - Epoch [23][1960/3520] lr: 5.000e-04, eta: 16:04:39, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6646, loss_cls: 2.5381, loss: 2.5381, grad_norm: 8.9331 2021-08-17 12:07:36,415 - mmaction - INFO - Epoch [23][1980/3520] lr: 5.000e-04, eta: 16:04:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6990, loss_cls: 2.4672, loss: 2.4672, grad_norm: 8.9393 2021-08-17 12:07:47,980 - mmaction - INFO - Epoch [23][2000/3520] lr: 5.000e-04, eta: 16:04:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6729, loss_cls: 2.4726, loss: 2.4726, grad_norm: 8.6827 2021-08-17 12:07:59,437 - mmaction - INFO - Epoch [23][2020/3520] lr: 5.000e-04, eta: 16:04:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3646, top5_acc: 0.6646, loss_cls: 2.5888, loss: 2.5888, grad_norm: 9.3692 2021-08-17 12:08:10,952 - mmaction - INFO - Epoch [23][2040/3520] lr: 5.000e-04, eta: 16:03:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6833, loss_cls: 2.5202, loss: 2.5202, grad_norm: 8.8023 2021-08-17 12:08:22,577 - mmaction - INFO - Epoch [23][2060/3520] lr: 5.000e-04, eta: 16:03:36, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6885, loss_cls: 2.4741, loss: 2.4741, grad_norm: 8.9588 2021-08-17 12:08:34,145 - mmaction - INFO - Epoch [23][2080/3520] lr: 5.000e-04, eta: 16:03:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7229, loss_cls: 2.3024, loss: 2.3024, grad_norm: 8.7132 2021-08-17 12:08:45,723 - mmaction - INFO - Epoch [23][2100/3520] lr: 5.000e-04, eta: 16:03:11, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6937, loss_cls: 2.4729, loss: 2.4729, grad_norm: 8.9902 2021-08-17 12:08:57,320 - mmaction - INFO - Epoch [23][2120/3520] lr: 5.000e-04, eta: 16:02:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6687, loss_cls: 2.4898, loss: 2.4898, grad_norm: 8.7716 2021-08-17 12:09:08,859 - mmaction - INFO - Epoch [23][2140/3520] lr: 5.000e-04, eta: 16:02:47, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6802, loss_cls: 2.4857, loss: 2.4857, grad_norm: 8.9521 2021-08-17 12:09:20,418 - mmaction - INFO - Epoch [23][2160/3520] lr: 5.000e-04, eta: 16:02:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6854, loss_cls: 2.5056, loss: 2.5056, grad_norm: 8.9106 2021-08-17 12:09:31,981 - mmaction - INFO - Epoch [23][2180/3520] lr: 5.000e-04, eta: 16:02:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6729, loss_cls: 2.5389, loss: 2.5389, grad_norm: 9.0455 2021-08-17 12:09:43,552 - mmaction - INFO - Epoch [23][2200/3520] lr: 5.000e-04, eta: 16:02:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7156, loss_cls: 2.3942, loss: 2.3942, grad_norm: 8.5722 2021-08-17 12:09:55,054 - mmaction - INFO - Epoch [23][2220/3520] lr: 5.000e-04, eta: 16:01:56, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6760, loss_cls: 2.5387, loss: 2.5387, grad_norm: 9.0610 2021-08-17 12:10:06,624 - mmaction - INFO - Epoch [23][2240/3520] lr: 5.000e-04, eta: 16:01:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6854, loss_cls: 2.4810, loss: 2.4810, grad_norm: 9.1049 2021-08-17 12:10:18,118 - mmaction - INFO - Epoch [23][2260/3520] lr: 5.000e-04, eta: 16:01:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.5666, loss: 2.5666, grad_norm: 8.8647 2021-08-17 12:10:29,681 - mmaction - INFO - Epoch [23][2280/3520] lr: 5.000e-04, eta: 16:01:19, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6948, loss_cls: 2.4057, loss: 2.4057, grad_norm: 8.9486 2021-08-17 12:10:41,274 - mmaction - INFO - Epoch [23][2300/3520] lr: 5.000e-04, eta: 16:01:07, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6771, loss_cls: 2.5687, loss: 2.5687, grad_norm: 8.9634 2021-08-17 12:10:52,799 - mmaction - INFO - Epoch [23][2320/3520] lr: 5.000e-04, eta: 16:00:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6823, loss_cls: 2.4130, loss: 2.4130, grad_norm: 8.5978 2021-08-17 12:11:04,313 - mmaction - INFO - Epoch [23][2340/3520] lr: 5.000e-04, eta: 16:00:41, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6646, loss_cls: 2.5051, loss: 2.5051, grad_norm: 8.7934 2021-08-17 12:11:15,934 - mmaction - INFO - Epoch [23][2360/3520] lr: 5.000e-04, eta: 16:00:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6656, loss_cls: 2.5541, loss: 2.5541, grad_norm: 8.5726 2021-08-17 12:11:27,474 - mmaction - INFO - Epoch [23][2380/3520] lr: 5.000e-04, eta: 16:00:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7115, loss_cls: 2.4000, loss: 2.4000, grad_norm: 8.8248 2021-08-17 12:11:39,046 - mmaction - INFO - Epoch [23][2400/3520] lr: 5.000e-04, eta: 16:00:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6562, loss_cls: 2.5585, loss: 2.5585, grad_norm: 9.0633 2021-08-17 12:11:50,623 - mmaction - INFO - Epoch [23][2420/3520] lr: 5.000e-04, eta: 15:59:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6885, loss_cls: 2.4735, loss: 2.4735, grad_norm: 8.8903 2021-08-17 12:12:02,233 - mmaction - INFO - Epoch [23][2440/3520] lr: 5.000e-04, eta: 15:59:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7094, loss_cls: 2.4183, loss: 2.4183, grad_norm: 8.9096 2021-08-17 12:12:13,731 - mmaction - INFO - Epoch [23][2460/3520] lr: 5.000e-04, eta: 15:59:27, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.4495, loss: 2.4495, grad_norm: 8.9571 2021-08-17 12:12:25,282 - mmaction - INFO - Epoch [23][2480/3520] lr: 5.000e-04, eta: 15:59:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6979, loss_cls: 2.4350, loss: 2.4350, grad_norm: 8.7436 2021-08-17 12:12:36,851 - mmaction - INFO - Epoch [23][2500/3520] lr: 5.000e-04, eta: 15:59:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6740, loss_cls: 2.5580, loss: 2.5580, grad_norm: 8.9729 2021-08-17 12:12:48,347 - mmaction - INFO - Epoch [23][2520/3520] lr: 5.000e-04, eta: 15:58:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6750, loss_cls: 2.5164, loss: 2.5164, grad_norm: 9.0331 2021-08-17 12:12:59,879 - mmaction - INFO - Epoch [23][2540/3520] lr: 5.000e-04, eta: 15:58:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6958, loss_cls: 2.4679, loss: 2.4679, grad_norm: 8.7808 2021-08-17 12:13:11,451 - mmaction - INFO - Epoch [23][2560/3520] lr: 5.000e-04, eta: 15:58:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6833, loss_cls: 2.4740, loss: 2.4740, grad_norm: 9.2932 2021-08-17 12:13:23,053 - mmaction - INFO - Epoch [23][2580/3520] lr: 5.000e-04, eta: 15:58:12, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6719, loss_cls: 2.5220, loss: 2.5220, grad_norm: 8.8626 2021-08-17 12:13:34,535 - mmaction - INFO - Epoch [23][2600/3520] lr: 5.000e-04, eta: 15:57:59, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6802, loss_cls: 2.4992, loss: 2.4992, grad_norm: 9.2461 2021-08-17 12:13:46,103 - mmaction - INFO - Epoch [23][2620/3520] lr: 5.000e-04, eta: 15:57:47, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6896, loss_cls: 2.4962, loss: 2.4962, grad_norm: 9.2676 2021-08-17 12:13:57,760 - mmaction - INFO - Epoch [23][2640/3520] lr: 5.000e-04, eta: 15:57:34, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6760, loss_cls: 2.4993, loss: 2.4993, grad_norm: 9.1208 2021-08-17 12:14:09,269 - mmaction - INFO - Epoch [23][2660/3520] lr: 5.000e-04, eta: 15:57:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6937, loss_cls: 2.4125, loss: 2.4125, grad_norm: 8.9705 2021-08-17 12:14:20,855 - mmaction - INFO - Epoch [23][2680/3520] lr: 5.000e-04, eta: 15:57:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7240, loss_cls: 2.4067, loss: 2.4067, grad_norm: 8.8742 2021-08-17 12:14:32,486 - mmaction - INFO - Epoch [23][2700/3520] lr: 5.000e-04, eta: 15:56:57, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6573, loss_cls: 2.5462, loss: 2.5462, grad_norm: 9.3217 2021-08-17 12:14:44,012 - mmaction - INFO - Epoch [23][2720/3520] lr: 5.000e-04, eta: 15:56:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6687, loss_cls: 2.5141, loss: 2.5141, grad_norm: 9.1242 2021-08-17 12:14:55,519 - mmaction - INFO - Epoch [23][2740/3520] lr: 5.000e-04, eta: 15:56:32, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6865, loss_cls: 2.5365, loss: 2.5365, grad_norm: 8.9501 2021-08-17 12:15:07,130 - mmaction - INFO - Epoch [23][2760/3520] lr: 5.000e-04, eta: 15:56:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6865, loss_cls: 2.5112, loss: 2.5112, grad_norm: 9.2505 2021-08-17 12:15:18,699 - mmaction - INFO - Epoch [23][2780/3520] lr: 5.000e-04, eta: 15:56:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6740, loss_cls: 2.5730, loss: 2.5730, grad_norm: 8.9968 2021-08-17 12:15:30,312 - mmaction - INFO - Epoch [23][2800/3520] lr: 5.000e-04, eta: 15:55:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6687, loss_cls: 2.4870, loss: 2.4870, grad_norm: 9.0904 2021-08-17 12:15:41,858 - mmaction - INFO - Epoch [23][2820/3520] lr: 5.000e-04, eta: 15:55:42, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6802, loss_cls: 2.5425, loss: 2.5425, grad_norm: 9.1162 2021-08-17 12:15:53,472 - mmaction - INFO - Epoch [23][2840/3520] lr: 5.000e-04, eta: 15:55:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.7000, loss_cls: 2.4167, loss: 2.4167, grad_norm: 8.8699 2021-08-17 12:16:04,979 - mmaction - INFO - Epoch [23][2860/3520] lr: 5.000e-04, eta: 15:55:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6844, loss_cls: 2.5152, loss: 2.5152, grad_norm: 8.9574 2021-08-17 12:16:16,603 - mmaction - INFO - Epoch [23][2880/3520] lr: 5.000e-04, eta: 15:55:05, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6990, loss_cls: 2.4319, loss: 2.4319, grad_norm: 8.6122 2021-08-17 12:16:28,105 - mmaction - INFO - Epoch [23][2900/3520] lr: 5.000e-04, eta: 15:54:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3448, top5_acc: 0.6594, loss_cls: 2.5991, loss: 2.5991, grad_norm: 9.1005 2021-08-17 12:16:39,617 - mmaction - INFO - Epoch [23][2920/3520] lr: 5.000e-04, eta: 15:54:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6687, loss_cls: 2.5437, loss: 2.5437, grad_norm: 8.9242 2021-08-17 12:16:51,158 - mmaction - INFO - Epoch [23][2940/3520] lr: 5.000e-04, eta: 15:54:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6948, loss_cls: 2.4484, loss: 2.4484, grad_norm: 8.9953 2021-08-17 12:17:02,801 - mmaction - INFO - Epoch [23][2960/3520] lr: 5.000e-04, eta: 15:54:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7042, loss_cls: 2.3661, loss: 2.3661, grad_norm: 8.8617 2021-08-17 12:17:14,409 - mmaction - INFO - Epoch [23][2980/3520] lr: 5.000e-04, eta: 15:54:02, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6729, loss_cls: 2.4637, loss: 2.4637, grad_norm: 8.8808 2021-08-17 12:17:25,950 - mmaction - INFO - Epoch [23][3000/3520] lr: 5.000e-04, eta: 15:53:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6813, loss_cls: 2.4909, loss: 2.4909, grad_norm: 8.9130 2021-08-17 12:17:37,492 - mmaction - INFO - Epoch [23][3020/3520] lr: 5.000e-04, eta: 15:53:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6667, loss_cls: 2.5445, loss: 2.5445, grad_norm: 9.1807 2021-08-17 12:17:49,121 - mmaction - INFO - Epoch [23][3040/3520] lr: 5.000e-04, eta: 15:53:25, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6844, loss_cls: 2.4479, loss: 2.4479, grad_norm: 9.0138 2021-08-17 12:18:00,687 - mmaction - INFO - Epoch [23][3060/3520] lr: 5.000e-04, eta: 15:53:12, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6573, loss_cls: 2.5820, loss: 2.5820, grad_norm: 9.1694 2021-08-17 12:18:12,251 - mmaction - INFO - Epoch [23][3080/3520] lr: 5.000e-04, eta: 15:53:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6854, loss_cls: 2.4783, loss: 2.4783, grad_norm: 9.0131 2021-08-17 12:18:23,778 - mmaction - INFO - Epoch [23][3100/3520] lr: 5.000e-04, eta: 15:52:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7021, loss_cls: 2.4162, loss: 2.4162, grad_norm: 9.2608 2021-08-17 12:18:35,305 - mmaction - INFO - Epoch [23][3120/3520] lr: 5.000e-04, eta: 15:52:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6885, loss_cls: 2.4493, loss: 2.4493, grad_norm: 8.9958 2021-08-17 12:18:46,922 - mmaction - INFO - Epoch [23][3140/3520] lr: 5.000e-04, eta: 15:52:22, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6990, loss_cls: 2.4549, loss: 2.4549, grad_norm: 9.0301 2021-08-17 12:18:58,480 - mmaction - INFO - Epoch [23][3160/3520] lr: 5.000e-04, eta: 15:52:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6875, loss_cls: 2.4323, loss: 2.4323, grad_norm: 9.3710 2021-08-17 12:19:09,997 - mmaction - INFO - Epoch [23][3180/3520] lr: 5.000e-04, eta: 15:51:57, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6885, loss_cls: 2.5142, loss: 2.5142, grad_norm: 9.3206 2021-08-17 12:19:21,556 - mmaction - INFO - Epoch [23][3200/3520] lr: 5.000e-04, eta: 15:51:45, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6708, loss_cls: 2.5564, loss: 2.5564, grad_norm: 9.3273 2021-08-17 12:19:33,133 - mmaction - INFO - Epoch [23][3220/3520] lr: 5.000e-04, eta: 15:51:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6948, loss_cls: 2.4516, loss: 2.4516, grad_norm: 9.0980 2021-08-17 12:19:44,727 - mmaction - INFO - Epoch [23][3240/3520] lr: 5.000e-04, eta: 15:51:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6719, loss_cls: 2.5256, loss: 2.5256, grad_norm: 9.1596 2021-08-17 12:19:56,315 - mmaction - INFO - Epoch [23][3260/3520] lr: 5.000e-04, eta: 15:51:08, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6760, loss_cls: 2.5162, loss: 2.5162, grad_norm: 9.2104 2021-08-17 12:20:07,988 - mmaction - INFO - Epoch [23][3280/3520] lr: 5.000e-04, eta: 15:50:55, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6604, loss_cls: 2.5131, loss: 2.5131, grad_norm: 9.1502 2021-08-17 12:20:19,511 - mmaction - INFO - Epoch [23][3300/3520] lr: 5.000e-04, eta: 15:50:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6927, loss_cls: 2.4896, loss: 2.4896, grad_norm: 8.8170 2021-08-17 12:20:31,049 - mmaction - INFO - Epoch [23][3320/3520] lr: 5.000e-04, eta: 15:50:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6760, loss_cls: 2.4892, loss: 2.4892, grad_norm: 8.9617 2021-08-17 12:20:42,596 - mmaction - INFO - Epoch [23][3340/3520] lr: 5.000e-04, eta: 15:50:18, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3667, top5_acc: 0.6687, loss_cls: 2.5574, loss: 2.5574, grad_norm: 9.3780 2021-08-17 12:20:54,230 - mmaction - INFO - Epoch [23][3360/3520] lr: 5.000e-04, eta: 15:50:05, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7021, loss_cls: 2.4405, loss: 2.4405, grad_norm: 8.8780 2021-08-17 12:21:05,871 - mmaction - INFO - Epoch [23][3380/3520] lr: 5.000e-04, eta: 15:49:53, time: 0.583, data_time: 0.001, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6823, loss_cls: 2.4683, loss: 2.4683, grad_norm: 9.0325 2021-08-17 12:21:17,452 - mmaction - INFO - Epoch [23][3400/3520] lr: 5.000e-04, eta: 15:49:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6990, loss_cls: 2.4408, loss: 2.4408, grad_norm: 9.1029 2021-08-17 12:21:29,010 - mmaction - INFO - Epoch [23][3420/3520] lr: 5.000e-04, eta: 15:49:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6885, loss_cls: 2.4782, loss: 2.4782, grad_norm: 9.1665 2021-08-17 12:21:40,628 - mmaction - INFO - Epoch [23][3440/3520] lr: 5.000e-04, eta: 15:49:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6948, loss_cls: 2.4606, loss: 2.4606, grad_norm: 8.9850 2021-08-17 12:21:52,149 - mmaction - INFO - Epoch [23][3460/3520] lr: 5.000e-04, eta: 15:49:03, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6990, loss_cls: 2.4401, loss: 2.4401, grad_norm: 8.8943 2021-08-17 12:22:03,685 - mmaction - INFO - Epoch [23][3480/3520] lr: 5.000e-04, eta: 15:48:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6875, loss_cls: 2.5205, loss: 2.5205, grad_norm: 9.2005 2021-08-17 12:22:15,250 - mmaction - INFO - Epoch [23][3500/3520] lr: 5.000e-04, eta: 15:48:38, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6802, loss_cls: 2.4767, loss: 2.4767, grad_norm: 8.8229 2021-08-17 12:22:26,382 - mmaction - INFO - Epoch [23][3520/3520] lr: 5.000e-04, eta: 15:48:25, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.3870, top5_acc: 0.6674, loss_cls: 2.5566, loss: 2.5566, grad_norm: 9.4380 2021-08-17 12:22:43,194 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-08-17 12:24:56,579 - mmaction - INFO - Epoch [24][20/3520] lr: 5.000e-04, eta: 15:50:35, time: 6.639, data_time: 5.990, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6896, loss_cls: 2.5102, loss: 2.5102, grad_norm: 9.2538 2021-08-17 12:25:08,079 - mmaction - INFO - Epoch [24][40/3520] lr: 5.000e-04, eta: 15:50:23, time: 0.577, data_time: 0.007, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6917, loss_cls: 2.4705, loss: 2.4705, grad_norm: 8.7444 2021-08-17 12:25:19,484 - mmaction - INFO - Epoch [24][60/3520] lr: 5.000e-04, eta: 15:50:10, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.4229, top5_acc: 0.6969, loss_cls: 2.4378, loss: 2.4378, grad_norm: 9.2335 2021-08-17 12:25:30,950 - mmaction - INFO - Epoch [24][80/3520] lr: 5.000e-04, eta: 15:49:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6927, loss_cls: 2.4711, loss: 2.4711, grad_norm: 9.0721 2021-08-17 12:25:42,432 - mmaction - INFO - Epoch [24][100/3520] lr: 5.000e-04, eta: 15:49:45, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3937, top5_acc: 0.7010, loss_cls: 2.3831, loss: 2.3831, grad_norm: 8.7781 2021-08-17 12:25:53,971 - mmaction - INFO - Epoch [24][120/3520] lr: 5.000e-04, eta: 15:49:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6677, loss_cls: 2.4945, loss: 2.4945, grad_norm: 9.1323 2021-08-17 12:26:05,491 - mmaction - INFO - Epoch [24][140/3520] lr: 5.000e-04, eta: 15:49:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6865, loss_cls: 2.5155, loss: 2.5155, grad_norm: 9.1535 2021-08-17 12:26:17,010 - mmaction - INFO - Epoch [24][160/3520] lr: 5.000e-04, eta: 15:49:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6781, loss_cls: 2.4736, loss: 2.4736, grad_norm: 9.2092 2021-08-17 12:26:28,552 - mmaction - INFO - Epoch [24][180/3520] lr: 5.000e-04, eta: 15:48:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6781, loss_cls: 2.4599, loss: 2.4599, grad_norm: 9.2920 2021-08-17 12:26:40,130 - mmaction - INFO - Epoch [24][200/3520] lr: 5.000e-04, eta: 15:48:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6760, loss_cls: 2.4830, loss: 2.4830, grad_norm: 9.1890 2021-08-17 12:26:51,666 - mmaction - INFO - Epoch [24][220/3520] lr: 5.000e-04, eta: 15:48:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6906, loss_cls: 2.4271, loss: 2.4271, grad_norm: 9.2140 2021-08-17 12:27:03,152 - mmaction - INFO - Epoch [24][240/3520] lr: 5.000e-04, eta: 15:48:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6771, loss_cls: 2.5177, loss: 2.5177, grad_norm: 9.4074 2021-08-17 12:27:14,748 - mmaction - INFO - Epoch [24][260/3520] lr: 5.000e-04, eta: 15:48:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6698, loss_cls: 2.5562, loss: 2.5562, grad_norm: 9.2086 2021-08-17 12:27:26,280 - mmaction - INFO - Epoch [24][280/3520] lr: 5.000e-04, eta: 15:47:52, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7000, loss_cls: 2.4156, loss: 2.4156, grad_norm: 8.8802 2021-08-17 12:27:37,794 - mmaction - INFO - Epoch [24][300/3520] lr: 5.000e-04, eta: 15:47:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.7042, loss_cls: 2.4305, loss: 2.4305, grad_norm: 8.7634 2021-08-17 12:27:49,386 - mmaction - INFO - Epoch [24][320/3520] lr: 5.000e-04, eta: 15:47:27, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6885, loss_cls: 2.4290, loss: 2.4290, grad_norm: 8.9057 2021-08-17 12:28:00,899 - mmaction - INFO - Epoch [24][340/3520] lr: 5.000e-04, eta: 15:47:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6813, loss_cls: 2.5190, loss: 2.5190, grad_norm: 9.1209 2021-08-17 12:28:12,470 - mmaction - INFO - Epoch [24][360/3520] lr: 5.000e-04, eta: 15:47:02, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.3927, top5_acc: 0.7000, loss_cls: 2.4447, loss: 2.4447, grad_norm: 8.9881 2021-08-17 12:28:24,007 - mmaction - INFO - Epoch [24][380/3520] lr: 5.000e-04, eta: 15:46:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6802, loss_cls: 2.4594, loss: 2.4594, grad_norm: 8.9813 2021-08-17 12:28:35,483 - mmaction - INFO - Epoch [24][400/3520] lr: 5.000e-04, eta: 15:46:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6823, loss_cls: 2.4904, loss: 2.4904, grad_norm: 9.1715 2021-08-17 12:28:47,116 - mmaction - INFO - Epoch [24][420/3520] lr: 5.000e-04, eta: 15:46:24, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6958, loss_cls: 2.4080, loss: 2.4080, grad_norm: 9.2635 2021-08-17 12:28:58,690 - mmaction - INFO - Epoch [24][440/3520] lr: 5.000e-04, eta: 15:46:11, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6844, loss_cls: 2.4279, loss: 2.4279, grad_norm: 9.0689 2021-08-17 12:29:10,273 - mmaction - INFO - Epoch [24][460/3520] lr: 5.000e-04, eta: 15:45:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6937, loss_cls: 2.4140, loss: 2.4140, grad_norm: 8.9883 2021-08-17 12:29:21,728 - mmaction - INFO - Epoch [24][480/3520] lr: 5.000e-04, eta: 15:45:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6990, loss_cls: 2.4516, loss: 2.4516, grad_norm: 9.1112 2021-08-17 12:29:33,248 - mmaction - INFO - Epoch [24][500/3520] lr: 5.000e-04, eta: 15:45:34, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6875, loss_cls: 2.4743, loss: 2.4743, grad_norm: 9.1871 2021-08-17 12:29:44,774 - mmaction - INFO - Epoch [24][520/3520] lr: 5.000e-04, eta: 15:45:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7031, loss_cls: 2.4139, loss: 2.4139, grad_norm: 8.9984 2021-08-17 12:29:56,376 - mmaction - INFO - Epoch [24][540/3520] lr: 5.000e-04, eta: 15:45:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7010, loss_cls: 2.4413, loss: 2.4413, grad_norm: 9.0660 2021-08-17 12:30:07,915 - mmaction - INFO - Epoch [24][560/3520] lr: 5.000e-04, eta: 15:44:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6937, loss_cls: 2.4435, loss: 2.4435, grad_norm: 9.0104 2021-08-17 12:30:19,570 - mmaction - INFO - Epoch [24][580/3520] lr: 5.000e-04, eta: 15:44:44, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6781, loss_cls: 2.4513, loss: 2.4513, grad_norm: 9.1059 2021-08-17 12:30:31,093 - mmaction - INFO - Epoch [24][600/3520] lr: 5.000e-04, eta: 15:44:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6844, loss_cls: 2.4874, loss: 2.4874, grad_norm: 9.2249 2021-08-17 12:30:42,728 - mmaction - INFO - Epoch [24][620/3520] lr: 5.000e-04, eta: 15:44:19, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7042, loss_cls: 2.3829, loss: 2.3829, grad_norm: 8.9006 2021-08-17 12:30:54,208 - mmaction - INFO - Epoch [24][640/3520] lr: 5.000e-04, eta: 15:44:06, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6854, loss_cls: 2.4802, loss: 2.4802, grad_norm: 9.2808 2021-08-17 12:31:05,711 - mmaction - INFO - Epoch [24][660/3520] lr: 5.000e-04, eta: 15:43:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.7000, loss_cls: 2.4228, loss: 2.4228, grad_norm: 8.9583 2021-08-17 12:31:17,233 - mmaction - INFO - Epoch [24][680/3520] lr: 5.000e-04, eta: 15:43:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6833, loss_cls: 2.4691, loss: 2.4691, grad_norm: 9.2978 2021-08-17 12:31:28,862 - mmaction - INFO - Epoch [24][700/3520] lr: 5.000e-04, eta: 15:43:29, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6875, loss_cls: 2.4543, loss: 2.4543, grad_norm: 9.2197 2021-08-17 12:31:40,365 - mmaction - INFO - Epoch [24][720/3520] lr: 5.000e-04, eta: 15:43:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6677, loss_cls: 2.5028, loss: 2.5028, grad_norm: 9.3404 2021-08-17 12:31:51,879 - mmaction - INFO - Epoch [24][740/3520] lr: 5.000e-04, eta: 15:43:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.6771, loss_cls: 2.4736, loss: 2.4736, grad_norm: 8.9425 2021-08-17 12:32:03,391 - mmaction - INFO - Epoch [24][760/3520] lr: 5.000e-04, eta: 15:42:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7177, loss_cls: 2.3182, loss: 2.3182, grad_norm: 8.7147 2021-08-17 12:32:14,943 - mmaction - INFO - Epoch [24][780/3520] lr: 5.000e-04, eta: 15:42:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6719, loss_cls: 2.4943, loss: 2.4943, grad_norm: 9.0865 2021-08-17 12:32:26,477 - mmaction - INFO - Epoch [24][800/3520] lr: 5.000e-04, eta: 15:42:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3625, top5_acc: 0.6427, loss_cls: 2.6041, loss: 2.6041, grad_norm: 9.6076 2021-08-17 12:32:37,999 - mmaction - INFO - Epoch [24][820/3520] lr: 5.000e-04, eta: 15:42:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6760, loss_cls: 2.4546, loss: 2.4546, grad_norm: 9.1561 2021-08-17 12:32:49,608 - mmaction - INFO - Epoch [24][840/3520] lr: 5.000e-04, eta: 15:42:01, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6885, loss_cls: 2.4271, loss: 2.4271, grad_norm: 9.1141 2021-08-17 12:33:01,087 - mmaction - INFO - Epoch [24][860/3520] lr: 5.000e-04, eta: 15:41:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6708, loss_cls: 2.4879, loss: 2.4879, grad_norm: 9.1436 2021-08-17 12:33:12,582 - mmaction - INFO - Epoch [24][880/3520] lr: 5.000e-04, eta: 15:41:36, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6823, loss_cls: 2.4634, loss: 2.4634, grad_norm: 9.2656 2021-08-17 12:33:24,082 - mmaction - INFO - Epoch [24][900/3520] lr: 5.000e-04, eta: 15:41:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6896, loss_cls: 2.4775, loss: 2.4775, grad_norm: 9.1558 2021-08-17 12:33:35,556 - mmaction - INFO - Epoch [24][920/3520] lr: 5.000e-04, eta: 15:41:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6781, loss_cls: 2.4977, loss: 2.4977, grad_norm: 9.0854 2021-08-17 12:33:47,055 - mmaction - INFO - Epoch [24][940/3520] lr: 5.000e-04, eta: 15:40:58, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3635, top5_acc: 0.6771, loss_cls: 2.5093, loss: 2.5093, grad_norm: 9.3006 2021-08-17 12:33:58,561 - mmaction - INFO - Epoch [24][960/3520] lr: 5.000e-04, eta: 15:40:45, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7156, loss_cls: 2.4066, loss: 2.4066, grad_norm: 8.8385 2021-08-17 12:34:10,077 - mmaction - INFO - Epoch [24][980/3520] lr: 5.000e-04, eta: 15:40:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6698, loss_cls: 2.4801, loss: 2.4801, grad_norm: 9.0541 2021-08-17 12:34:21,612 - mmaction - INFO - Epoch [24][1000/3520] lr: 5.000e-04, eta: 15:40:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3594, top5_acc: 0.6594, loss_cls: 2.5732, loss: 2.5732, grad_norm: 9.1860 2021-08-17 12:34:33,166 - mmaction - INFO - Epoch [24][1020/3520] lr: 5.000e-04, eta: 15:40:08, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6969, loss_cls: 2.4680, loss: 2.4680, grad_norm: 9.1624 2021-08-17 12:34:44,679 - mmaction - INFO - Epoch [24][1040/3520] lr: 5.000e-04, eta: 15:39:55, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7042, loss_cls: 2.4219, loss: 2.4219, grad_norm: 9.4950 2021-08-17 12:34:56,254 - mmaction - INFO - Epoch [24][1060/3520] lr: 5.000e-04, eta: 15:39:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6948, loss_cls: 2.4574, loss: 2.4574, grad_norm: 9.1134 2021-08-17 12:35:07,776 - mmaction - INFO - Epoch [24][1080/3520] lr: 5.000e-04, eta: 15:39:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6740, loss_cls: 2.5195, loss: 2.5195, grad_norm: 9.3833 2021-08-17 12:35:19,333 - mmaction - INFO - Epoch [24][1100/3520] lr: 5.000e-04, eta: 15:39:18, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6844, loss_cls: 2.5149, loss: 2.5149, grad_norm: 9.0593 2021-08-17 12:35:30,829 - mmaction - INFO - Epoch [24][1120/3520] lr: 5.000e-04, eta: 15:39:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6750, loss_cls: 2.4847, loss: 2.4847, grad_norm: 9.3676 2021-08-17 12:35:42,364 - mmaction - INFO - Epoch [24][1140/3520] lr: 5.000e-04, eta: 15:38:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6802, loss_cls: 2.5137, loss: 2.5137, grad_norm: 9.5503 2021-08-17 12:35:53,864 - mmaction - INFO - Epoch [24][1160/3520] lr: 5.000e-04, eta: 15:38:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6708, loss_cls: 2.4637, loss: 2.4637, grad_norm: 9.1142 2021-08-17 12:36:05,331 - mmaction - INFO - Epoch [24][1180/3520] lr: 5.000e-04, eta: 15:38:27, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6917, loss_cls: 2.4476, loss: 2.4476, grad_norm: 9.1813 2021-08-17 12:36:16,873 - mmaction - INFO - Epoch [24][1200/3520] lr: 5.000e-04, eta: 15:38:15, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4219, top5_acc: 0.6885, loss_cls: 2.3872, loss: 2.3872, grad_norm: 9.1468 2021-08-17 12:36:28,439 - mmaction - INFO - Epoch [24][1220/3520] lr: 5.000e-04, eta: 15:38:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6969, loss_cls: 2.4287, loss: 2.4287, grad_norm: 9.1215 2021-08-17 12:36:40,043 - mmaction - INFO - Epoch [24][1240/3520] lr: 5.000e-04, eta: 15:37:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7208, loss_cls: 2.3647, loss: 2.3647, grad_norm: 8.9949 2021-08-17 12:36:51,564 - mmaction - INFO - Epoch [24][1260/3520] lr: 5.000e-04, eta: 15:37:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6750, loss_cls: 2.5410, loss: 2.5410, grad_norm: 9.3804 2021-08-17 12:37:03,142 - mmaction - INFO - Epoch [24][1280/3520] lr: 5.000e-04, eta: 15:37:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6927, loss_cls: 2.4594, loss: 2.4594, grad_norm: 9.3909 2021-08-17 12:37:14,688 - mmaction - INFO - Epoch [24][1300/3520] lr: 5.000e-04, eta: 15:37:12, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6990, loss_cls: 2.4244, loss: 2.4244, grad_norm: 9.1719 2021-08-17 12:37:26,183 - mmaction - INFO - Epoch [24][1320/3520] lr: 5.000e-04, eta: 15:37:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7104, loss_cls: 2.3419, loss: 2.3419, grad_norm: 8.9639 2021-08-17 12:37:37,759 - mmaction - INFO - Epoch [24][1340/3520] lr: 5.000e-04, eta: 15:36:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6854, loss_cls: 2.4712, loss: 2.4712, grad_norm: 9.2573 2021-08-17 12:37:49,271 - mmaction - INFO - Epoch [24][1360/3520] lr: 5.000e-04, eta: 15:36:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6969, loss_cls: 2.4628, loss: 2.4628, grad_norm: 9.4962 2021-08-17 12:38:00,844 - mmaction - INFO - Epoch [24][1380/3520] lr: 5.000e-04, eta: 15:36:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6781, loss_cls: 2.5032, loss: 2.5032, grad_norm: 9.4322 2021-08-17 12:38:12,395 - mmaction - INFO - Epoch [24][1400/3520] lr: 5.000e-04, eta: 15:36:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6927, loss_cls: 2.4267, loss: 2.4267, grad_norm: 9.5168 2021-08-17 12:38:24,034 - mmaction - INFO - Epoch [24][1420/3520] lr: 5.000e-04, eta: 15:35:57, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.6917, loss_cls: 2.4381, loss: 2.4381, grad_norm: 9.2340 2021-08-17 12:38:35,561 - mmaction - INFO - Epoch [24][1440/3520] lr: 5.000e-04, eta: 15:35:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6885, loss_cls: 2.4541, loss: 2.4541, grad_norm: 9.0452 2021-08-17 12:38:47,137 - mmaction - INFO - Epoch [24][1460/3520] lr: 5.000e-04, eta: 15:35:32, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6854, loss_cls: 2.4662, loss: 2.4662, grad_norm: 8.9234 2021-08-17 12:38:58,681 - mmaction - INFO - Epoch [24][1480/3520] lr: 5.000e-04, eta: 15:35:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6698, loss_cls: 2.4992, loss: 2.4992, grad_norm: 9.2862 2021-08-17 12:39:10,282 - mmaction - INFO - Epoch [24][1500/3520] lr: 5.000e-04, eta: 15:35:07, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6875, loss_cls: 2.5134, loss: 2.5134, grad_norm: 9.3809 2021-08-17 12:39:21,763 - mmaction - INFO - Epoch [24][1520/3520] lr: 5.000e-04, eta: 15:34:55, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6698, loss_cls: 2.5259, loss: 2.5259, grad_norm: 9.5606 2021-08-17 12:39:33,351 - mmaction - INFO - Epoch [24][1540/3520] lr: 5.000e-04, eta: 15:34:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6969, loss_cls: 2.4837, loss: 2.4837, grad_norm: 9.3755 2021-08-17 12:39:44,957 - mmaction - INFO - Epoch [24][1560/3520] lr: 5.000e-04, eta: 15:34:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6719, loss_cls: 2.5139, loss: 2.5139, grad_norm: 9.2016 2021-08-17 12:39:56,499 - mmaction - INFO - Epoch [24][1580/3520] lr: 5.000e-04, eta: 15:34:18, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7115, loss_cls: 2.3682, loss: 2.3682, grad_norm: 9.1729 2021-08-17 12:40:08,058 - mmaction - INFO - Epoch [24][1600/3520] lr: 5.000e-04, eta: 15:34:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6792, loss_cls: 2.4547, loss: 2.4547, grad_norm: 9.2776 2021-08-17 12:40:19,511 - mmaction - INFO - Epoch [24][1620/3520] lr: 5.000e-04, eta: 15:33:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7063, loss_cls: 2.3416, loss: 2.3416, grad_norm: 9.0795 2021-08-17 12:40:31,094 - mmaction - INFO - Epoch [24][1640/3520] lr: 5.000e-04, eta: 15:33:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6917, loss_cls: 2.5308, loss: 2.5308, grad_norm: 9.4263 2021-08-17 12:40:42,564 - mmaction - INFO - Epoch [24][1660/3520] lr: 5.000e-04, eta: 15:33:27, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7094, loss_cls: 2.3652, loss: 2.3652, grad_norm: 9.2613 2021-08-17 12:40:54,084 - mmaction - INFO - Epoch [24][1680/3520] lr: 5.000e-04, eta: 15:33:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.7000, loss_cls: 2.4638, loss: 2.4638, grad_norm: 9.2320 2021-08-17 12:41:05,509 - mmaction - INFO - Epoch [24][1700/3520] lr: 5.000e-04, eta: 15:33:02, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6937, loss_cls: 2.3692, loss: 2.3692, grad_norm: 9.0755 2021-08-17 12:41:17,172 - mmaction - INFO - Epoch [24][1720/3520] lr: 5.000e-04, eta: 15:32:50, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6875, loss_cls: 2.4832, loss: 2.4832, grad_norm: 9.2034 2021-08-17 12:41:28,595 - mmaction - INFO - Epoch [24][1740/3520] lr: 5.000e-04, eta: 15:32:37, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6948, loss_cls: 2.4540, loss: 2.4540, grad_norm: 9.5941 2021-08-17 12:41:40,167 - mmaction - INFO - Epoch [24][1760/3520] lr: 5.000e-04, eta: 15:32:25, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6948, loss_cls: 2.4610, loss: 2.4610, grad_norm: 9.0316 2021-08-17 12:41:51,651 - mmaction - INFO - Epoch [24][1780/3520] lr: 5.000e-04, eta: 15:32:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6854, loss_cls: 2.4366, loss: 2.4366, grad_norm: 9.2523 2021-08-17 12:42:03,274 - mmaction - INFO - Epoch [24][1800/3520] lr: 5.000e-04, eta: 15:32:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.3572, loss: 2.3572, grad_norm: 9.2499 2021-08-17 12:42:14,853 - mmaction - INFO - Epoch [24][1820/3520] lr: 5.000e-04, eta: 15:31:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6740, loss_cls: 2.5152, loss: 2.5152, grad_norm: 9.3220 2021-08-17 12:42:26,376 - mmaction - INFO - Epoch [24][1840/3520] lr: 5.000e-04, eta: 15:31:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6823, loss_cls: 2.4603, loss: 2.4603, grad_norm: 9.1719 2021-08-17 12:42:37,871 - mmaction - INFO - Epoch [24][1860/3520] lr: 5.000e-04, eta: 15:31:22, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6854, loss_cls: 2.4807, loss: 2.4807, grad_norm: 9.6328 2021-08-17 12:42:49,374 - mmaction - INFO - Epoch [24][1880/3520] lr: 5.000e-04, eta: 15:31:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6937, loss_cls: 2.4478, loss: 2.4478, grad_norm: 9.1141 2021-08-17 12:43:00,952 - mmaction - INFO - Epoch [24][1900/3520] lr: 5.000e-04, eta: 15:30:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6823, loss_cls: 2.4808, loss: 2.4808, grad_norm: 9.2244 2021-08-17 12:43:12,440 - mmaction - INFO - Epoch [24][1920/3520] lr: 5.000e-04, eta: 15:30:45, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6792, loss_cls: 2.4581, loss: 2.4581, grad_norm: 9.1898 2021-08-17 12:43:24,008 - mmaction - INFO - Epoch [24][1940/3520] lr: 5.000e-04, eta: 15:30:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.7031, loss_cls: 2.3707, loss: 2.3707, grad_norm: 9.0273 2021-08-17 12:43:35,560 - mmaction - INFO - Epoch [24][1960/3520] lr: 5.000e-04, eta: 15:30:20, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6875, loss_cls: 2.4183, loss: 2.4183, grad_norm: 9.0583 2021-08-17 12:43:47,200 - mmaction - INFO - Epoch [24][1980/3520] lr: 5.000e-04, eta: 15:30:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6979, loss_cls: 2.4613, loss: 2.4613, grad_norm: 9.6021 2021-08-17 12:43:58,732 - mmaction - INFO - Epoch [24][2000/3520] lr: 5.000e-04, eta: 15:29:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6969, loss_cls: 2.4325, loss: 2.4325, grad_norm: 9.4378 2021-08-17 12:44:10,307 - mmaction - INFO - Epoch [24][2020/3520] lr: 5.000e-04, eta: 15:29:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6750, loss_cls: 2.5302, loss: 2.5302, grad_norm: 9.2811 2021-08-17 12:44:21,846 - mmaction - INFO - Epoch [24][2040/3520] lr: 5.000e-04, eta: 15:29:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6958, loss_cls: 2.4362, loss: 2.4362, grad_norm: 9.1255 2021-08-17 12:44:33,439 - mmaction - INFO - Epoch [24][2060/3520] lr: 5.000e-04, eta: 15:29:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6917, loss_cls: 2.4547, loss: 2.4547, grad_norm: 9.3344 2021-08-17 12:44:44,995 - mmaction - INFO - Epoch [24][2080/3520] lr: 5.000e-04, eta: 15:29:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6896, loss_cls: 2.4366, loss: 2.4366, grad_norm: 9.0975 2021-08-17 12:44:56,510 - mmaction - INFO - Epoch [24][2100/3520] lr: 5.000e-04, eta: 15:28:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.3909, loss: 2.3909, grad_norm: 9.0990 2021-08-17 12:45:08,055 - mmaction - INFO - Epoch [24][2120/3520] lr: 5.000e-04, eta: 15:28:40, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6833, loss_cls: 2.5009, loss: 2.5009, grad_norm: 9.6331 2021-08-17 12:45:19,546 - mmaction - INFO - Epoch [24][2140/3520] lr: 5.000e-04, eta: 15:28:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6781, loss_cls: 2.5054, loss: 2.5054, grad_norm: 9.2682 2021-08-17 12:45:31,146 - mmaction - INFO - Epoch [24][2160/3520] lr: 5.000e-04, eta: 15:28:15, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7104, loss_cls: 2.3608, loss: 2.3608, grad_norm: 8.8869 2021-08-17 12:45:42,723 - mmaction - INFO - Epoch [24][2180/3520] lr: 5.000e-04, eta: 15:28:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6740, loss_cls: 2.4996, loss: 2.4996, grad_norm: 9.4469 2021-08-17 12:45:54,242 - mmaction - INFO - Epoch [24][2200/3520] lr: 5.000e-04, eta: 15:27:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6906, loss_cls: 2.4668, loss: 2.4668, grad_norm: 9.5060 2021-08-17 12:46:05,868 - mmaction - INFO - Epoch [24][2220/3520] lr: 5.000e-04, eta: 15:27:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6708, loss_cls: 2.5394, loss: 2.5394, grad_norm: 9.5282 2021-08-17 12:46:17,403 - mmaction - INFO - Epoch [24][2240/3520] lr: 5.000e-04, eta: 15:27:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6979, loss_cls: 2.3942, loss: 2.3942, grad_norm: 9.1962 2021-08-17 12:46:28,914 - mmaction - INFO - Epoch [24][2260/3520] lr: 5.000e-04, eta: 15:27:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7094, loss_cls: 2.3673, loss: 2.3673, grad_norm: 8.9511 2021-08-17 12:46:40,411 - mmaction - INFO - Epoch [24][2280/3520] lr: 5.000e-04, eta: 15:27:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7063, loss_cls: 2.4138, loss: 2.4138, grad_norm: 9.4783 2021-08-17 12:46:51,957 - mmaction - INFO - Epoch [24][2300/3520] lr: 5.000e-04, eta: 15:26:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.3862, loss: 2.3862, grad_norm: 9.3238 2021-08-17 12:47:03,446 - mmaction - INFO - Epoch [24][2320/3520] lr: 5.000e-04, eta: 15:26:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.7010, loss_cls: 2.3976, loss: 2.3976, grad_norm: 9.3358 2021-08-17 12:47:15,039 - mmaction - INFO - Epoch [24][2340/3520] lr: 5.000e-04, eta: 15:26:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.6875, loss_cls: 2.5125, loss: 2.5125, grad_norm: 9.4910 2021-08-17 12:47:26,550 - mmaction - INFO - Epoch [24][2360/3520] lr: 5.000e-04, eta: 15:26:10, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6833, loss_cls: 2.5048, loss: 2.5048, grad_norm: 9.4372 2021-08-17 12:47:38,126 - mmaction - INFO - Epoch [24][2380/3520] lr: 5.000e-04, eta: 15:25:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7229, loss_cls: 2.3496, loss: 2.3496, grad_norm: 9.0214 2021-08-17 12:47:49,630 - mmaction - INFO - Epoch [24][2400/3520] lr: 5.000e-04, eta: 15:25:45, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6927, loss_cls: 2.4638, loss: 2.4638, grad_norm: 9.3068 2021-08-17 12:48:01,161 - mmaction - INFO - Epoch [24][2420/3520] lr: 5.000e-04, eta: 15:25:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7250, loss_cls: 2.3234, loss: 2.3234, grad_norm: 8.9663 2021-08-17 12:48:12,675 - mmaction - INFO - Epoch [24][2440/3520] lr: 5.000e-04, eta: 15:25:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.7104, loss_cls: 2.4030, loss: 2.4030, grad_norm: 9.4577 2021-08-17 12:48:24,191 - mmaction - INFO - Epoch [24][2460/3520] lr: 5.000e-04, eta: 15:25:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7083, loss_cls: 2.3748, loss: 2.3748, grad_norm: 9.3728 2021-08-17 12:48:35,667 - mmaction - INFO - Epoch [24][2480/3520] lr: 5.000e-04, eta: 15:24:55, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7094, loss_cls: 2.3752, loss: 2.3752, grad_norm: 9.5043 2021-08-17 12:48:47,205 - mmaction - INFO - Epoch [24][2500/3520] lr: 5.000e-04, eta: 15:24:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.6958, loss_cls: 2.4044, loss: 2.4044, grad_norm: 9.6216 2021-08-17 12:48:58,757 - mmaction - INFO - Epoch [24][2520/3520] lr: 5.000e-04, eta: 15:24:30, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6917, loss_cls: 2.3683, loss: 2.3683, grad_norm: 9.3835 2021-08-17 12:49:10,301 - mmaction - INFO - Epoch [24][2540/3520] lr: 5.000e-04, eta: 15:24:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7083, loss_cls: 2.3885, loss: 2.3885, grad_norm: 9.3058 2021-08-17 12:49:21,992 - mmaction - INFO - Epoch [24][2560/3520] lr: 5.000e-04, eta: 15:24:05, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7156, loss_cls: 2.3720, loss: 2.3720, grad_norm: 9.5608 2021-08-17 12:49:33,545 - mmaction - INFO - Epoch [24][2580/3520] lr: 5.000e-04, eta: 15:23:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6896, loss_cls: 2.3897, loss: 2.3897, grad_norm: 9.6138 2021-08-17 12:49:45,131 - mmaction - INFO - Epoch [24][2600/3520] lr: 5.000e-04, eta: 15:23:40, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7063, loss_cls: 2.4184, loss: 2.4184, grad_norm: 9.4946 2021-08-17 12:49:56,614 - mmaction - INFO - Epoch [24][2620/3520] lr: 5.000e-04, eta: 15:23:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7021, loss_cls: 2.3862, loss: 2.3862, grad_norm: 9.2321 2021-08-17 12:50:08,174 - mmaction - INFO - Epoch [24][2640/3520] lr: 5.000e-04, eta: 15:23:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6813, loss_cls: 2.4758, loss: 2.4758, grad_norm: 9.4780 2021-08-17 12:50:19,756 - mmaction - INFO - Epoch [24][2660/3520] lr: 5.000e-04, eta: 15:23:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6823, loss_cls: 2.4564, loss: 2.4564, grad_norm: 9.5188 2021-08-17 12:50:31,262 - mmaction - INFO - Epoch [24][2680/3520] lr: 5.000e-04, eta: 15:22:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3667, top5_acc: 0.6823, loss_cls: 2.5021, loss: 2.5021, grad_norm: 9.2233 2021-08-17 12:50:42,750 - mmaction - INFO - Epoch [24][2700/3520] lr: 5.000e-04, eta: 15:22:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6969, loss_cls: 2.4142, loss: 2.4142, grad_norm: 9.3120 2021-08-17 12:50:54,273 - mmaction - INFO - Epoch [24][2720/3520] lr: 5.000e-04, eta: 15:22:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6760, loss_cls: 2.5066, loss: 2.5066, grad_norm: 9.4753 2021-08-17 12:51:05,915 - mmaction - INFO - Epoch [24][2740/3520] lr: 5.000e-04, eta: 15:22:13, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6948, loss_cls: 2.3946, loss: 2.3946, grad_norm: 9.5587 2021-08-17 12:51:17,432 - mmaction - INFO - Epoch [24][2760/3520] lr: 5.000e-04, eta: 15:22:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6719, loss_cls: 2.5358, loss: 2.5358, grad_norm: 9.4972 2021-08-17 12:51:29,053 - mmaction - INFO - Epoch [24][2780/3520] lr: 5.000e-04, eta: 15:21:48, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6969, loss_cls: 2.4454, loss: 2.4454, grad_norm: 9.2508 2021-08-17 12:51:40,669 - mmaction - INFO - Epoch [24][2800/3520] lr: 5.000e-04, eta: 15:21:35, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6927, loss_cls: 2.4444, loss: 2.4444, grad_norm: 9.3895 2021-08-17 12:51:52,237 - mmaction - INFO - Epoch [24][2820/3520] lr: 5.000e-04, eta: 15:21:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6875, loss_cls: 2.4495, loss: 2.4495, grad_norm: 9.3341 2021-08-17 12:52:03,737 - mmaction - INFO - Epoch [24][2840/3520] lr: 5.000e-04, eta: 15:21:10, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6823, loss_cls: 2.4391, loss: 2.4391, grad_norm: 9.2781 2021-08-17 12:52:15,288 - mmaction - INFO - Epoch [24][2860/3520] lr: 5.000e-04, eta: 15:20:58, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6917, loss_cls: 2.4815, loss: 2.4815, grad_norm: 9.5001 2021-08-17 12:52:26,855 - mmaction - INFO - Epoch [24][2880/3520] lr: 5.000e-04, eta: 15:20:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6833, loss_cls: 2.5327, loss: 2.5327, grad_norm: 9.5241 2021-08-17 12:52:38,398 - mmaction - INFO - Epoch [24][2900/3520] lr: 5.000e-04, eta: 15:20:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6885, loss_cls: 2.4587, loss: 2.4587, grad_norm: 9.3875 2021-08-17 12:52:49,900 - mmaction - INFO - Epoch [24][2920/3520] lr: 5.000e-04, eta: 15:20:20, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6937, loss_cls: 2.4471, loss: 2.4471, grad_norm: 9.5211 2021-08-17 12:53:01,447 - mmaction - INFO - Epoch [24][2940/3520] lr: 5.000e-04, eta: 15:20:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6990, loss_cls: 2.4109, loss: 2.4109, grad_norm: 9.3858 2021-08-17 12:53:12,974 - mmaction - INFO - Epoch [24][2960/3520] lr: 5.000e-04, eta: 15:19:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7052, loss_cls: 2.3593, loss: 2.3593, grad_norm: 9.3741 2021-08-17 12:53:24,517 - mmaction - INFO - Epoch [24][2980/3520] lr: 5.000e-04, eta: 15:19:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6969, loss_cls: 2.4432, loss: 2.4432, grad_norm: 9.1826 2021-08-17 12:53:36,082 - mmaction - INFO - Epoch [24][3000/3520] lr: 5.000e-04, eta: 15:19:31, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7229, loss_cls: 2.3493, loss: 2.3493, grad_norm: 9.2311 2021-08-17 12:53:47,674 - mmaction - INFO - Epoch [24][3020/3520] lr: 5.000e-04, eta: 15:19:18, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6990, loss_cls: 2.4523, loss: 2.4523, grad_norm: 9.5714 2021-08-17 12:53:59,144 - mmaction - INFO - Epoch [24][3040/3520] lr: 5.000e-04, eta: 15:19:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7167, loss_cls: 2.2668, loss: 2.2668, grad_norm: 9.0696 2021-08-17 12:54:10,675 - mmaction - INFO - Epoch [24][3060/3520] lr: 5.000e-04, eta: 15:18:53, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6521, loss_cls: 2.6309, loss: 2.6309, grad_norm: 9.7939 2021-08-17 12:54:22,207 - mmaction - INFO - Epoch [24][3080/3520] lr: 5.000e-04, eta: 15:18:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6813, loss_cls: 2.4667, loss: 2.4667, grad_norm: 9.6136 2021-08-17 12:54:33,750 - mmaction - INFO - Epoch [24][3100/3520] lr: 5.000e-04, eta: 15:18:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6979, loss_cls: 2.3997, loss: 2.3997, grad_norm: 9.2748 2021-08-17 12:54:45,227 - mmaction - INFO - Epoch [24][3120/3520] lr: 5.000e-04, eta: 15:18:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.5240, loss: 2.5240, grad_norm: 9.2871 2021-08-17 12:54:56,777 - mmaction - INFO - Epoch [24][3140/3520] lr: 5.000e-04, eta: 15:18:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7094, loss_cls: 2.4101, loss: 2.4101, grad_norm: 9.4862 2021-08-17 12:55:08,310 - mmaction - INFO - Epoch [24][3160/3520] lr: 5.000e-04, eta: 15:17:51, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3854, top5_acc: 0.7073, loss_cls: 2.4383, loss: 2.4383, grad_norm: 9.2478 2021-08-17 12:55:19,866 - mmaction - INFO - Epoch [24][3180/3520] lr: 5.000e-04, eta: 15:17:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6833, loss_cls: 2.4790, loss: 2.4790, grad_norm: 9.5826 2021-08-17 12:55:31,440 - mmaction - INFO - Epoch [24][3200/3520] lr: 5.000e-04, eta: 15:17:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6792, loss_cls: 2.5118, loss: 2.5118, grad_norm: 9.4968 2021-08-17 12:55:42,953 - mmaction - INFO - Epoch [24][3220/3520] lr: 5.000e-04, eta: 15:17:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6854, loss_cls: 2.5054, loss: 2.5054, grad_norm: 9.5853 2021-08-17 12:55:54,488 - mmaction - INFO - Epoch [24][3240/3520] lr: 5.000e-04, eta: 15:17:01, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6687, loss_cls: 2.5899, loss: 2.5899, grad_norm: 9.7851 2021-08-17 12:56:06,051 - mmaction - INFO - Epoch [24][3260/3520] lr: 5.000e-04, eta: 15:16:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7000, loss_cls: 2.4192, loss: 2.4192, grad_norm: 9.6170 2021-08-17 12:56:17,563 - mmaction - INFO - Epoch [24][3280/3520] lr: 5.000e-04, eta: 15:16:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6969, loss_cls: 2.3925, loss: 2.3925, grad_norm: 9.3655 2021-08-17 12:56:29,172 - mmaction - INFO - Epoch [24][3300/3520] lr: 5.000e-04, eta: 15:16:23, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6969, loss_cls: 2.4568, loss: 2.4568, grad_norm: 9.7234 2021-08-17 12:56:40,706 - mmaction - INFO - Epoch [24][3320/3520] lr: 5.000e-04, eta: 15:16:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6875, loss_cls: 2.4386, loss: 2.4386, grad_norm: 9.3475 2021-08-17 12:56:52,272 - mmaction - INFO - Epoch [24][3340/3520] lr: 5.000e-04, eta: 15:15:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.3844, loss: 2.3844, grad_norm: 9.3713 2021-08-17 12:57:03,776 - mmaction - INFO - Epoch [24][3360/3520] lr: 5.000e-04, eta: 15:15:46, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6875, loss_cls: 2.5105, loss: 2.5105, grad_norm: 9.5358 2021-08-17 12:57:15,316 - mmaction - INFO - Epoch [24][3380/3520] lr: 5.000e-04, eta: 15:15:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6865, loss_cls: 2.4298, loss: 2.4298, grad_norm: 9.5653 2021-08-17 12:57:26,823 - mmaction - INFO - Epoch [24][3400/3520] lr: 5.000e-04, eta: 15:15:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3708, top5_acc: 0.7010, loss_cls: 2.4543, loss: 2.4543, grad_norm: 9.4220 2021-08-17 12:57:38,394 - mmaction - INFO - Epoch [24][3420/3520] lr: 5.000e-04, eta: 15:15:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.6823, loss_cls: 2.4629, loss: 2.4629, grad_norm: 9.5318 2021-08-17 12:57:49,878 - mmaction - INFO - Epoch [24][3440/3520] lr: 5.000e-04, eta: 15:14:56, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6990, loss_cls: 2.4427, loss: 2.4427, grad_norm: 9.7244 2021-08-17 12:58:01,460 - mmaction - INFO - Epoch [24][3460/3520] lr: 5.000e-04, eta: 15:14:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3583, top5_acc: 0.6719, loss_cls: 2.5402, loss: 2.5402, grad_norm: 9.6529 2021-08-17 12:58:12,977 - mmaction - INFO - Epoch [24][3480/3520] lr: 5.000e-04, eta: 15:14:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6677, loss_cls: 2.4588, loss: 2.4588, grad_norm: 9.4994 2021-08-17 12:58:24,455 - mmaction - INFO - Epoch [24][3500/3520] lr: 5.000e-04, eta: 15:14:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.7000, loss_cls: 2.4372, loss: 2.4372, grad_norm: 9.6128 2021-08-17 12:58:35,629 - mmaction - INFO - Epoch [24][3520/3520] lr: 5.000e-04, eta: 15:14:06, time: 0.558, data_time: 0.002, memory: 8335, top1_acc: 0.3848, top5_acc: 0.6902, loss_cls: 2.4903, loss: 2.4903, grad_norm: 9.5479 2021-08-17 12:58:40,459 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-08-17 13:00:25,330 - mmaction - INFO - Epoch [25][20/3520] lr: 5.000e-04, eta: 15:15:34, time: 5.218, data_time: 4.582, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6927, loss_cls: 2.4482, loss: 2.4482, grad_norm: 9.6804 2021-08-17 13:00:36,758 - mmaction - INFO - Epoch [25][40/3520] lr: 5.000e-04, eta: 15:15:21, time: 0.572, data_time: 0.005, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7042, loss_cls: 2.3834, loss: 2.3834, grad_norm: 9.2916 2021-08-17 13:00:48,172 - mmaction - INFO - Epoch [25][60/3520] lr: 5.000e-04, eta: 15:15:08, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6781, loss_cls: 2.4727, loss: 2.4727, grad_norm: 9.4321 2021-08-17 13:00:59,666 - mmaction - INFO - Epoch [25][80/3520] lr: 5.000e-04, eta: 15:14:56, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7104, loss_cls: 2.2887, loss: 2.2887, grad_norm: 8.8969 2021-08-17 13:01:11,108 - mmaction - INFO - Epoch [25][100/3520] lr: 5.000e-04, eta: 15:14:43, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6917, loss_cls: 2.4796, loss: 2.4796, grad_norm: 9.8352 2021-08-17 13:01:22,560 - mmaction - INFO - Epoch [25][120/3520] lr: 5.000e-04, eta: 15:14:31, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6823, loss_cls: 2.4209, loss: 2.4209, grad_norm: 9.6002 2021-08-17 13:01:34,052 - mmaction - INFO - Epoch [25][140/3520] lr: 5.000e-04, eta: 15:14:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7010, loss_cls: 2.3725, loss: 2.3725, grad_norm: 9.4849 2021-08-17 13:01:45,602 - mmaction - INFO - Epoch [25][160/3520] lr: 5.000e-04, eta: 15:14:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6927, loss_cls: 2.4137, loss: 2.4137, grad_norm: 9.7724 2021-08-17 13:01:57,062 - mmaction - INFO - Epoch [25][180/3520] lr: 5.000e-04, eta: 15:13:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7083, loss_cls: 2.4278, loss: 2.4278, grad_norm: 9.6136 2021-08-17 13:02:08,537 - mmaction - INFO - Epoch [25][200/3520] lr: 5.000e-04, eta: 15:13:40, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7010, loss_cls: 2.3682, loss: 2.3682, grad_norm: 9.6646 2021-08-17 13:02:20,075 - mmaction - INFO - Epoch [25][220/3520] lr: 5.000e-04, eta: 15:13:28, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6896, loss_cls: 2.4488, loss: 2.4488, grad_norm: 9.2844 2021-08-17 13:02:31,578 - mmaction - INFO - Epoch [25][240/3520] lr: 5.000e-04, eta: 15:13:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6792, loss_cls: 2.4885, loss: 2.4885, grad_norm: 9.7745 2021-08-17 13:02:43,078 - mmaction - INFO - Epoch [25][260/3520] lr: 5.000e-04, eta: 15:13:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6604, loss_cls: 2.5807, loss: 2.5807, grad_norm: 9.9882 2021-08-17 13:02:54,544 - mmaction - INFO - Epoch [25][280/3520] lr: 5.000e-04, eta: 15:12:50, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7281, loss_cls: 2.3225, loss: 2.3225, grad_norm: 9.5511 2021-08-17 13:03:06,139 - mmaction - INFO - Epoch [25][300/3520] lr: 5.000e-04, eta: 15:12:38, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6917, loss_cls: 2.4114, loss: 2.4114, grad_norm: 9.2849 2021-08-17 13:03:17,731 - mmaction - INFO - Epoch [25][320/3520] lr: 5.000e-04, eta: 15:12:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6792, loss_cls: 2.4859, loss: 2.4859, grad_norm: 9.9212 2021-08-17 13:03:29,336 - mmaction - INFO - Epoch [25][340/3520] lr: 5.000e-04, eta: 15:12:13, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7115, loss_cls: 2.4093, loss: 2.4093, grad_norm: 9.7655 2021-08-17 13:03:40,796 - mmaction - INFO - Epoch [25][360/3520] lr: 5.000e-04, eta: 15:12:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6854, loss_cls: 2.3937, loss: 2.3937, grad_norm: 9.4113 2021-08-17 13:03:52,350 - mmaction - INFO - Epoch [25][380/3520] lr: 5.000e-04, eta: 15:11:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6781, loss_cls: 2.4587, loss: 2.4587, grad_norm: 9.5253 2021-08-17 13:04:03,847 - mmaction - INFO - Epoch [25][400/3520] lr: 5.000e-04, eta: 15:11:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7281, loss_cls: 2.2677, loss: 2.2677, grad_norm: 9.0117 2021-08-17 13:04:15,393 - mmaction - INFO - Epoch [25][420/3520] lr: 5.000e-04, eta: 15:11:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6896, loss_cls: 2.4598, loss: 2.4598, grad_norm: 9.7546 2021-08-17 13:04:26,960 - mmaction - INFO - Epoch [25][440/3520] lr: 5.000e-04, eta: 15:11:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6823, loss_cls: 2.5322, loss: 2.5322, grad_norm: 9.9331 2021-08-17 13:04:38,524 - mmaction - INFO - Epoch [25][460/3520] lr: 5.000e-04, eta: 15:10:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7177, loss_cls: 2.3043, loss: 2.3043, grad_norm: 9.2541 2021-08-17 13:04:50,083 - mmaction - INFO - Epoch [25][480/3520] lr: 5.000e-04, eta: 15:10:45, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.4152, loss: 2.4152, grad_norm: 9.4549 2021-08-17 13:05:01,708 - mmaction - INFO - Epoch [25][500/3520] lr: 5.000e-04, eta: 15:10:33, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.3899, loss: 2.3899, grad_norm: 9.8905 2021-08-17 13:05:13,189 - mmaction - INFO - Epoch [25][520/3520] lr: 5.000e-04, eta: 15:10:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.7156, loss_cls: 2.4010, loss: 2.4010, grad_norm: 9.5579 2021-08-17 13:05:24,725 - mmaction - INFO - Epoch [25][540/3520] lr: 5.000e-04, eta: 15:10:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6844, loss_cls: 2.5072, loss: 2.5072, grad_norm: 10.0317 2021-08-17 13:05:36,218 - mmaction - INFO - Epoch [25][560/3520] lr: 5.000e-04, eta: 15:09:55, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7354, loss_cls: 2.2579, loss: 2.2579, grad_norm: 9.1430 2021-08-17 13:05:47,749 - mmaction - INFO - Epoch [25][580/3520] lr: 5.000e-04, eta: 15:09:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6927, loss_cls: 2.4192, loss: 2.4192, grad_norm: 10.0039 2021-08-17 13:05:59,289 - mmaction - INFO - Epoch [25][600/3520] lr: 5.000e-04, eta: 15:09:30, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6937, loss_cls: 2.4672, loss: 2.4672, grad_norm: 9.7333 2021-08-17 13:06:10,846 - mmaction - INFO - Epoch [25][620/3520] lr: 5.000e-04, eta: 15:09:18, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3812, top5_acc: 0.7000, loss_cls: 2.4154, loss: 2.4154, grad_norm: 9.8144 2021-08-17 13:06:22,374 - mmaction - INFO - Epoch [25][640/3520] lr: 5.000e-04, eta: 15:09:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.3607, loss: 2.3607, grad_norm: 9.4625 2021-08-17 13:06:33,905 - mmaction - INFO - Epoch [25][660/3520] lr: 5.000e-04, eta: 15:08:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.7104, loss_cls: 2.4171, loss: 2.4171, grad_norm: 10.0618 2021-08-17 13:06:45,446 - mmaction - INFO - Epoch [25][680/3520] lr: 5.000e-04, eta: 15:08:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7083, loss_cls: 2.3678, loss: 2.3678, grad_norm: 9.4395 2021-08-17 13:06:56,979 - mmaction - INFO - Epoch [25][700/3520] lr: 5.000e-04, eta: 15:08:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6708, loss_cls: 2.4713, loss: 2.4713, grad_norm: 9.7644 2021-08-17 13:07:08,461 - mmaction - INFO - Epoch [25][720/3520] lr: 5.000e-04, eta: 15:08:15, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7063, loss_cls: 2.3535, loss: 2.3535, grad_norm: 9.3334 2021-08-17 13:07:20,000 - mmaction - INFO - Epoch [25][740/3520] lr: 5.000e-04, eta: 15:08:03, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7135, loss_cls: 2.3401, loss: 2.3401, grad_norm: 9.6277 2021-08-17 13:07:31,593 - mmaction - INFO - Epoch [25][760/3520] lr: 5.000e-04, eta: 15:07:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6677, loss_cls: 2.4742, loss: 2.4742, grad_norm: 9.5933 2021-08-17 13:07:43,144 - mmaction - INFO - Epoch [25][780/3520] lr: 5.000e-04, eta: 15:07:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7042, loss_cls: 2.4205, loss: 2.4205, grad_norm: 9.7723 2021-08-17 13:07:54,686 - mmaction - INFO - Epoch [25][800/3520] lr: 5.000e-04, eta: 15:07:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6781, loss_cls: 2.4538, loss: 2.4538, grad_norm: 9.7418 2021-08-17 13:08:06,190 - mmaction - INFO - Epoch [25][820/3520] lr: 5.000e-04, eta: 15:07:13, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7000, loss_cls: 2.3737, loss: 2.3737, grad_norm: 9.6002 2021-08-17 13:08:17,784 - mmaction - INFO - Epoch [25][840/3520] lr: 5.000e-04, eta: 15:07:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6490, loss_cls: 2.5024, loss: 2.5024, grad_norm: 9.7676 2021-08-17 13:08:29,291 - mmaction - INFO - Epoch [25][860/3520] lr: 5.000e-04, eta: 15:06:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.7010, loss_cls: 2.4131, loss: 2.4131, grad_norm: 9.6233 2021-08-17 13:08:40,798 - mmaction - INFO - Epoch [25][880/3520] lr: 5.000e-04, eta: 15:06:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6927, loss_cls: 2.4714, loss: 2.4714, grad_norm: 9.8538 2021-08-17 13:08:52,251 - mmaction - INFO - Epoch [25][900/3520] lr: 5.000e-04, eta: 15:06:23, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6885, loss_cls: 2.4586, loss: 2.4586, grad_norm: 9.8731 2021-08-17 13:09:03,731 - mmaction - INFO - Epoch [25][920/3520] lr: 5.000e-04, eta: 15:06:10, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.7063, loss_cls: 2.4242, loss: 2.4242, grad_norm: 9.6134 2021-08-17 13:09:15,226 - mmaction - INFO - Epoch [25][940/3520] lr: 5.000e-04, eta: 15:05:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6875, loss_cls: 2.4982, loss: 2.4982, grad_norm: 9.9108 2021-08-17 13:09:26,868 - mmaction - INFO - Epoch [25][960/3520] lr: 5.000e-04, eta: 15:05:45, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6927, loss_cls: 2.4390, loss: 2.4390, grad_norm: 9.5124 2021-08-17 13:09:38,355 - mmaction - INFO - Epoch [25][980/3520] lr: 5.000e-04, eta: 15:05:33, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.3962, loss: 2.3962, grad_norm: 9.5123 2021-08-17 13:09:49,895 - mmaction - INFO - Epoch [25][1000/3520] lr: 5.000e-04, eta: 15:05:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7156, loss_cls: 2.3645, loss: 2.3645, grad_norm: 9.6628 2021-08-17 13:10:01,612 - mmaction - INFO - Epoch [25][1020/3520] lr: 5.000e-04, eta: 15:05:08, time: 0.587, data_time: 0.003, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6927, loss_cls: 2.3883, loss: 2.3883, grad_norm: 9.4626 2021-08-17 13:10:13,088 - mmaction - INFO - Epoch [25][1040/3520] lr: 5.000e-04, eta: 15:04:55, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6958, loss_cls: 2.4184, loss: 2.4184, grad_norm: 9.3193 2021-08-17 13:10:24,635 - mmaction - INFO - Epoch [25][1060/3520] lr: 5.000e-04, eta: 15:04:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7083, loss_cls: 2.3713, loss: 2.3713, grad_norm: 9.4114 2021-08-17 13:10:36,152 - mmaction - INFO - Epoch [25][1080/3520] lr: 5.000e-04, eta: 15:04:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6885, loss_cls: 2.4477, loss: 2.4477, grad_norm: 9.9776 2021-08-17 13:10:47,604 - mmaction - INFO - Epoch [25][1100/3520] lr: 5.000e-04, eta: 15:04:18, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7104, loss_cls: 2.3527, loss: 2.3527, grad_norm: 9.4378 2021-08-17 13:10:59,168 - mmaction - INFO - Epoch [25][1120/3520] lr: 5.000e-04, eta: 15:04:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6979, loss_cls: 2.4079, loss: 2.4079, grad_norm: 9.6187 2021-08-17 13:11:10,665 - mmaction - INFO - Epoch [25][1140/3520] lr: 5.000e-04, eta: 15:03:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6708, loss_cls: 2.5317, loss: 2.5317, grad_norm: 9.6604 2021-08-17 13:11:22,215 - mmaction - INFO - Epoch [25][1160/3520] lr: 5.000e-04, eta: 15:03:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6958, loss_cls: 2.4568, loss: 2.4568, grad_norm: 9.8038 2021-08-17 13:11:33,729 - mmaction - INFO - Epoch [25][1180/3520] lr: 5.000e-04, eta: 15:03:28, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7104, loss_cls: 2.4039, loss: 2.4039, grad_norm: 9.5314 2021-08-17 13:11:45,328 - mmaction - INFO - Epoch [25][1200/3520] lr: 5.000e-04, eta: 15:03:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6990, loss_cls: 2.4131, loss: 2.4131, grad_norm: 9.5816 2021-08-17 13:11:56,804 - mmaction - INFO - Epoch [25][1220/3520] lr: 5.000e-04, eta: 15:03:03, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7104, loss_cls: 2.3627, loss: 2.3627, grad_norm: 9.3286 2021-08-17 13:12:08,331 - mmaction - INFO - Epoch [25][1240/3520] lr: 5.000e-04, eta: 15:02:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7177, loss_cls: 2.3430, loss: 2.3430, grad_norm: 9.6320 2021-08-17 13:12:19,876 - mmaction - INFO - Epoch [25][1260/3520] lr: 5.000e-04, eta: 15:02:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7010, loss_cls: 2.3544, loss: 2.3544, grad_norm: 9.6908 2021-08-17 13:12:31,467 - mmaction - INFO - Epoch [25][1280/3520] lr: 5.000e-04, eta: 15:02:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7010, loss_cls: 2.3954, loss: 2.3954, grad_norm: 9.5502 2021-08-17 13:12:43,037 - mmaction - INFO - Epoch [25][1300/3520] lr: 5.000e-04, eta: 15:02:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6844, loss_cls: 2.4947, loss: 2.4947, grad_norm: 9.7214 2021-08-17 13:12:54,617 - mmaction - INFO - Epoch [25][1320/3520] lr: 5.000e-04, eta: 15:02:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7042, loss_cls: 2.3754, loss: 2.3754, grad_norm: 9.3543 2021-08-17 13:13:06,098 - mmaction - INFO - Epoch [25][1340/3520] lr: 5.000e-04, eta: 15:01:48, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7125, loss_cls: 2.3540, loss: 2.3540, grad_norm: 9.3346 2021-08-17 13:13:17,723 - mmaction - INFO - Epoch [25][1360/3520] lr: 5.000e-04, eta: 15:01:35, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3719, top5_acc: 0.6875, loss_cls: 2.4630, loss: 2.4630, grad_norm: 9.9183 2021-08-17 13:13:29,170 - mmaction - INFO - Epoch [25][1380/3520] lr: 5.000e-04, eta: 15:01:23, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7094, loss_cls: 2.4253, loss: 2.4253, grad_norm: 9.9588 2021-08-17 13:13:40,699 - mmaction - INFO - Epoch [25][1400/3520] lr: 5.000e-04, eta: 15:01:10, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7198, loss_cls: 2.3741, loss: 2.3741, grad_norm: 9.7285 2021-08-17 13:13:52,210 - mmaction - INFO - Epoch [25][1420/3520] lr: 5.000e-04, eta: 15:00:58, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6844, loss_cls: 2.4728, loss: 2.4728, grad_norm: 9.7872 2021-08-17 13:14:03,793 - mmaction - INFO - Epoch [25][1440/3520] lr: 5.000e-04, eta: 15:00:45, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.3793, loss: 2.3793, grad_norm: 9.4657 2021-08-17 13:14:15,373 - mmaction - INFO - Epoch [25][1460/3520] lr: 5.000e-04, eta: 15:00:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7042, loss_cls: 2.3813, loss: 2.3813, grad_norm: 9.7149 2021-08-17 13:14:27,016 - mmaction - INFO - Epoch [25][1480/3520] lr: 5.000e-04, eta: 15:00:21, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6990, loss_cls: 2.4119, loss: 2.4119, grad_norm: 9.7287 2021-08-17 13:14:38,642 - mmaction - INFO - Epoch [25][1500/3520] lr: 5.000e-04, eta: 15:00:08, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7083, loss_cls: 2.3628, loss: 2.3628, grad_norm: 9.6151 2021-08-17 13:14:50,215 - mmaction - INFO - Epoch [25][1520/3520] lr: 5.000e-04, eta: 14:59:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7063, loss_cls: 2.3451, loss: 2.3451, grad_norm: 9.5448 2021-08-17 13:15:01,768 - mmaction - INFO - Epoch [25][1540/3520] lr: 5.000e-04, eta: 14:59:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4275, loss: 2.4275, grad_norm: 9.9235 2021-08-17 13:15:13,199 - mmaction - INFO - Epoch [25][1560/3520] lr: 5.000e-04, eta: 14:59:31, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7344, loss_cls: 2.3297, loss: 2.3297, grad_norm: 9.5084 2021-08-17 13:15:24,691 - mmaction - INFO - Epoch [25][1580/3520] lr: 5.000e-04, eta: 14:59:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6833, loss_cls: 2.4189, loss: 2.4189, grad_norm: 9.5704 2021-08-17 13:15:36,207 - mmaction - INFO - Epoch [25][1600/3520] lr: 5.000e-04, eta: 14:59:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6990, loss_cls: 2.3765, loss: 2.3765, grad_norm: 9.5354 2021-08-17 13:15:47,743 - mmaction - INFO - Epoch [25][1620/3520] lr: 5.000e-04, eta: 14:58:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6906, loss_cls: 2.4368, loss: 2.4368, grad_norm: 9.5401 2021-08-17 13:15:59,300 - mmaction - INFO - Epoch [25][1640/3520] lr: 5.000e-04, eta: 14:58:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6771, loss_cls: 2.4766, loss: 2.4766, grad_norm: 9.9081 2021-08-17 13:16:10,911 - mmaction - INFO - Epoch [25][1660/3520] lr: 5.000e-04, eta: 14:58:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7229, loss_cls: 2.3756, loss: 2.3756, grad_norm: 9.6090 2021-08-17 13:16:22,464 - mmaction - INFO - Epoch [25][1680/3520] lr: 5.000e-04, eta: 14:58:16, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3875, top5_acc: 0.7104, loss_cls: 2.4252, loss: 2.4252, grad_norm: 9.6579 2021-08-17 13:16:34,099 - mmaction - INFO - Epoch [25][1700/3520] lr: 5.000e-04, eta: 14:58:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6948, loss_cls: 2.4784, loss: 2.4784, grad_norm: 10.0459 2021-08-17 13:16:45,594 - mmaction - INFO - Epoch [25][1720/3520] lr: 5.000e-04, eta: 14:57:51, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6760, loss_cls: 2.4982, loss: 2.4982, grad_norm: 9.7763 2021-08-17 13:16:57,091 - mmaction - INFO - Epoch [25][1740/3520] lr: 5.000e-04, eta: 14:57:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6687, loss_cls: 2.5163, loss: 2.5163, grad_norm: 9.9385 2021-08-17 13:17:08,592 - mmaction - INFO - Epoch [25][1760/3520] lr: 5.000e-04, eta: 14:57:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3750, top5_acc: 0.6792, loss_cls: 2.5729, loss: 2.5729, grad_norm: 9.7667 2021-08-17 13:17:20,159 - mmaction - INFO - Epoch [25][1780/3520] lr: 5.000e-04, eta: 14:57:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6719, loss_cls: 2.5134, loss: 2.5134, grad_norm: 9.6599 2021-08-17 13:17:31,754 - mmaction - INFO - Epoch [25][1800/3520] lr: 5.000e-04, eta: 14:57:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6990, loss_cls: 2.4145, loss: 2.4145, grad_norm: 10.0956 2021-08-17 13:17:43,337 - mmaction - INFO - Epoch [25][1820/3520] lr: 5.000e-04, eta: 14:56:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6833, loss_cls: 2.4230, loss: 2.4230, grad_norm: 10.0958 2021-08-17 13:17:54,761 - mmaction - INFO - Epoch [25][1840/3520] lr: 5.000e-04, eta: 14:56:36, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6542, loss_cls: 2.5410, loss: 2.5410, grad_norm: 9.8585 2021-08-17 13:18:06,271 - mmaction - INFO - Epoch [25][1860/3520] lr: 5.000e-04, eta: 14:56:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6792, loss_cls: 2.5044, loss: 2.5044, grad_norm: 9.8927 2021-08-17 13:18:17,797 - mmaction - INFO - Epoch [25][1880/3520] lr: 5.000e-04, eta: 14:56:11, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6948, loss_cls: 2.3829, loss: 2.3829, grad_norm: 9.6181 2021-08-17 13:18:29,308 - mmaction - INFO - Epoch [25][1900/3520] lr: 5.000e-04, eta: 14:55:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6896, loss_cls: 2.5053, loss: 2.5053, grad_norm: 9.7450 2021-08-17 13:18:40,803 - mmaction - INFO - Epoch [25][1920/3520] lr: 5.000e-04, eta: 14:55:46, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7010, loss_cls: 2.3790, loss: 2.3790, grad_norm: 10.0030 2021-08-17 13:18:52,331 - mmaction - INFO - Epoch [25][1940/3520] lr: 5.000e-04, eta: 14:55:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3615, top5_acc: 0.6729, loss_cls: 2.5237, loss: 2.5237, grad_norm: 9.9437 2021-08-17 13:19:03,772 - mmaction - INFO - Epoch [25][1960/3520] lr: 5.000e-04, eta: 14:55:21, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7021, loss_cls: 2.4054, loss: 2.4054, grad_norm: 9.7160 2021-08-17 13:19:15,313 - mmaction - INFO - Epoch [25][1980/3520] lr: 5.000e-04, eta: 14:55:09, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6917, loss_cls: 2.4372, loss: 2.4372, grad_norm: 9.8081 2021-08-17 13:19:26,790 - mmaction - INFO - Epoch [25][2000/3520] lr: 5.000e-04, eta: 14:54:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7333, loss_cls: 2.3286, loss: 2.3286, grad_norm: 9.7903 2021-08-17 13:19:38,414 - mmaction - INFO - Epoch [25][2020/3520] lr: 5.000e-04, eta: 14:54:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6958, loss_cls: 2.4108, loss: 2.4108, grad_norm: 9.6418 2021-08-17 13:19:49,900 - mmaction - INFO - Epoch [25][2040/3520] lr: 5.000e-04, eta: 14:54:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7000, loss_cls: 2.4254, loss: 2.4254, grad_norm: 9.6116 2021-08-17 13:20:01,439 - mmaction - INFO - Epoch [25][2060/3520] lr: 5.000e-04, eta: 14:54:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6927, loss_cls: 2.4374, loss: 2.4374, grad_norm: 9.9609 2021-08-17 13:20:12,928 - mmaction - INFO - Epoch [25][2080/3520] lr: 5.000e-04, eta: 14:54:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7052, loss_cls: 2.4154, loss: 2.4154, grad_norm: 9.6982 2021-08-17 13:20:24,416 - mmaction - INFO - Epoch [25][2100/3520] lr: 5.000e-04, eta: 14:53:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6990, loss_cls: 2.3839, loss: 2.3839, grad_norm: 9.8694 2021-08-17 13:20:35,971 - mmaction - INFO - Epoch [25][2120/3520] lr: 5.000e-04, eta: 14:53:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6760, loss_cls: 2.5002, loss: 2.5002, grad_norm: 9.9408 2021-08-17 13:20:47,537 - mmaction - INFO - Epoch [25][2140/3520] lr: 5.000e-04, eta: 14:53:29, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3604, top5_acc: 0.6854, loss_cls: 2.4504, loss: 2.4504, grad_norm: 9.9148 2021-08-17 13:20:58,997 - mmaction - INFO - Epoch [25][2160/3520] lr: 5.000e-04, eta: 14:53:16, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7073, loss_cls: 2.3764, loss: 2.3764, grad_norm: 9.8080 2021-08-17 13:21:10,591 - mmaction - INFO - Epoch [25][2180/3520] lr: 5.000e-04, eta: 14:53:04, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7104, loss_cls: 2.3561, loss: 2.3561, grad_norm: 9.9558 2021-08-17 13:21:22,097 - mmaction - INFO - Epoch [25][2200/3520] lr: 5.000e-04, eta: 14:52:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7052, loss_cls: 2.3723, loss: 2.3723, grad_norm: 9.4631 2021-08-17 13:21:33,595 - mmaction - INFO - Epoch [25][2220/3520] lr: 5.000e-04, eta: 14:52:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6906, loss_cls: 2.3970, loss: 2.3970, grad_norm: 9.6011 2021-08-17 13:21:45,128 - mmaction - INFO - Epoch [25][2240/3520] lr: 5.000e-04, eta: 14:52:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6927, loss_cls: 2.4909, loss: 2.4909, grad_norm: 10.2003 2021-08-17 13:21:56,658 - mmaction - INFO - Epoch [25][2260/3520] lr: 5.000e-04, eta: 14:52:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7021, loss_cls: 2.3610, loss: 2.3610, grad_norm: 9.8427 2021-08-17 13:22:08,204 - mmaction - INFO - Epoch [25][2280/3520] lr: 5.000e-04, eta: 14:52:01, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6969, loss_cls: 2.4539, loss: 2.4539, grad_norm: 9.7355 2021-08-17 13:22:19,702 - mmaction - INFO - Epoch [25][2300/3520] lr: 5.000e-04, eta: 14:51:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7052, loss_cls: 2.3992, loss: 2.3992, grad_norm: 9.7165 2021-08-17 13:22:31,166 - mmaction - INFO - Epoch [25][2320/3520] lr: 5.000e-04, eta: 14:51:36, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7031, loss_cls: 2.3472, loss: 2.3472, grad_norm: 10.0048 2021-08-17 13:22:42,708 - mmaction - INFO - Epoch [25][2340/3520] lr: 5.000e-04, eta: 14:51:24, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7146, loss_cls: 2.3390, loss: 2.3390, grad_norm: 9.6483 2021-08-17 13:22:54,187 - mmaction - INFO - Epoch [25][2360/3520] lr: 5.000e-04, eta: 14:51:11, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7115, loss_cls: 2.3607, loss: 2.3607, grad_norm: 9.7081 2021-08-17 13:23:05,695 - mmaction - INFO - Epoch [25][2380/3520] lr: 5.000e-04, eta: 14:50:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6948, loss_cls: 2.4285, loss: 2.4285, grad_norm: 9.7731 2021-08-17 13:23:17,220 - mmaction - INFO - Epoch [25][2400/3520] lr: 5.000e-04, eta: 14:50:46, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6708, loss_cls: 2.5273, loss: 2.5273, grad_norm: 9.9028 2021-08-17 13:23:28,722 - mmaction - INFO - Epoch [25][2420/3520] lr: 5.000e-04, eta: 14:50:34, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6833, loss_cls: 2.4933, loss: 2.4933, grad_norm: 9.9070 2021-08-17 13:23:40,242 - mmaction - INFO - Epoch [25][2440/3520] lr: 5.000e-04, eta: 14:50:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7115, loss_cls: 2.3659, loss: 2.3659, grad_norm: 9.5080 2021-08-17 13:23:51,731 - mmaction - INFO - Epoch [25][2460/3520] lr: 5.000e-04, eta: 14:50:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.3835, loss: 2.3835, grad_norm: 9.2008 2021-08-17 13:24:03,221 - mmaction - INFO - Epoch [25][2480/3520] lr: 5.000e-04, eta: 14:49:56, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7146, loss_cls: 2.4225, loss: 2.4225, grad_norm: 9.7563 2021-08-17 13:24:14,696 - mmaction - INFO - Epoch [25][2500/3520] lr: 5.000e-04, eta: 14:49:44, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6979, loss_cls: 2.4129, loss: 2.4129, grad_norm: 9.8709 2021-08-17 13:24:26,131 - mmaction - INFO - Epoch [25][2520/3520] lr: 5.000e-04, eta: 14:49:31, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7229, loss_cls: 2.3492, loss: 2.3492, grad_norm: 9.8515 2021-08-17 13:24:37,599 - mmaction - INFO - Epoch [25][2540/3520] lr: 5.000e-04, eta: 14:49:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6823, loss_cls: 2.5361, loss: 2.5361, grad_norm: 10.2002 2021-08-17 13:24:49,248 - mmaction - INFO - Epoch [25][2560/3520] lr: 5.000e-04, eta: 14:49:06, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6813, loss_cls: 2.5378, loss: 2.5378, grad_norm: 10.2924 2021-08-17 13:25:00,783 - mmaction - INFO - Epoch [25][2580/3520] lr: 5.000e-04, eta: 14:48:54, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6958, loss_cls: 2.4021, loss: 2.4021, grad_norm: 10.0421 2021-08-17 13:25:12,373 - mmaction - INFO - Epoch [25][2600/3520] lr: 5.000e-04, eta: 14:48:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6792, loss_cls: 2.4492, loss: 2.4492, grad_norm: 9.9700 2021-08-17 13:25:23,871 - mmaction - INFO - Epoch [25][2620/3520] lr: 5.000e-04, eta: 14:48:29, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6885, loss_cls: 2.4894, loss: 2.4894, grad_norm: 9.7777 2021-08-17 13:25:35,432 - mmaction - INFO - Epoch [25][2640/3520] lr: 5.000e-04, eta: 14:48:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7052, loss_cls: 2.3648, loss: 2.3648, grad_norm: 9.5727 2021-08-17 13:25:46,896 - mmaction - INFO - Epoch [25][2660/3520] lr: 5.000e-04, eta: 14:48:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6937, loss_cls: 2.4402, loss: 2.4402, grad_norm: 9.7733 2021-08-17 13:25:58,324 - mmaction - INFO - Epoch [25][2680/3520] lr: 5.000e-04, eta: 14:47:51, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6781, loss_cls: 2.4474, loss: 2.4474, grad_norm: 9.8312 2021-08-17 13:26:09,807 - mmaction - INFO - Epoch [25][2700/3520] lr: 5.000e-04, eta: 14:47:39, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6865, loss_cls: 2.4326, loss: 2.4326, grad_norm: 9.9542 2021-08-17 13:26:21,318 - mmaction - INFO - Epoch [25][2720/3520] lr: 5.000e-04, eta: 14:47:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7229, loss_cls: 2.3526, loss: 2.3526, grad_norm: 9.6346 2021-08-17 13:26:32,833 - mmaction - INFO - Epoch [25][2740/3520] lr: 5.000e-04, eta: 14:47:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.4543, loss: 2.4543, grad_norm: 10.0275 2021-08-17 13:26:44,312 - mmaction - INFO - Epoch [25][2760/3520] lr: 5.000e-04, eta: 14:47:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.4480, loss: 2.4480, grad_norm: 9.9044 2021-08-17 13:26:55,890 - mmaction - INFO - Epoch [25][2780/3520] lr: 5.000e-04, eta: 14:46:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6802, loss_cls: 2.4767, loss: 2.4767, grad_norm: 10.2016 2021-08-17 13:27:07,375 - mmaction - INFO - Epoch [25][2800/3520] lr: 5.000e-04, eta: 14:46:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7052, loss_cls: 2.3763, loss: 2.3763, grad_norm: 9.8113 2021-08-17 13:27:18,861 - mmaction - INFO - Epoch [25][2820/3520] lr: 5.000e-04, eta: 14:46:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6917, loss_cls: 2.4334, loss: 2.4334, grad_norm: 10.0320 2021-08-17 13:27:30,354 - mmaction - INFO - Epoch [25][2840/3520] lr: 5.000e-04, eta: 14:46:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7156, loss_cls: 2.3166, loss: 2.3166, grad_norm: 9.7186 2021-08-17 13:27:41,865 - mmaction - INFO - Epoch [25][2860/3520] lr: 5.000e-04, eta: 14:45:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3510, top5_acc: 0.6698, loss_cls: 2.5498, loss: 2.5498, grad_norm: 9.8523 2021-08-17 13:27:53,467 - mmaction - INFO - Epoch [25][2880/3520] lr: 5.000e-04, eta: 14:45:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6990, loss_cls: 2.4327, loss: 2.4327, grad_norm: 10.1680 2021-08-17 13:28:05,086 - mmaction - INFO - Epoch [25][2900/3520] lr: 5.000e-04, eta: 14:45:34, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6927, loss_cls: 2.4056, loss: 2.4056, grad_norm: 9.9202 2021-08-17 13:28:16,592 - mmaction - INFO - Epoch [25][2920/3520] lr: 5.000e-04, eta: 14:45:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6781, loss_cls: 2.4762, loss: 2.4762, grad_norm: 9.8504 2021-08-17 13:28:28,117 - mmaction - INFO - Epoch [25][2940/3520] lr: 5.000e-04, eta: 14:45:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.3899, loss: 2.3899, grad_norm: 9.7862 2021-08-17 13:28:39,601 - mmaction - INFO - Epoch [25][2960/3520] lr: 5.000e-04, eta: 14:44:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7083, loss_cls: 2.3889, loss: 2.3889, grad_norm: 9.7460 2021-08-17 13:28:51,125 - mmaction - INFO - Epoch [25][2980/3520] lr: 5.000e-04, eta: 14:44:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7198, loss_cls: 2.3441, loss: 2.3441, grad_norm: 9.7797 2021-08-17 13:29:02,647 - mmaction - INFO - Epoch [25][3000/3520] lr: 5.000e-04, eta: 14:44:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6833, loss_cls: 2.4642, loss: 2.4642, grad_norm: 9.9668 2021-08-17 13:29:14,127 - mmaction - INFO - Epoch [25][3020/3520] lr: 5.000e-04, eta: 14:44:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7073, loss_cls: 2.3958, loss: 2.3958, grad_norm: 9.6828 2021-08-17 13:29:25,700 - mmaction - INFO - Epoch [25][3040/3520] lr: 5.000e-04, eta: 14:44:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.3702, loss: 2.3702, grad_norm: 9.9972 2021-08-17 13:29:37,276 - mmaction - INFO - Epoch [25][3060/3520] lr: 5.000e-04, eta: 14:43:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6969, loss_cls: 2.4133, loss: 2.4133, grad_norm: 9.9030 2021-08-17 13:29:48,838 - mmaction - INFO - Epoch [25][3080/3520] lr: 5.000e-04, eta: 14:43:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.7031, loss_cls: 2.4167, loss: 2.4167, grad_norm: 9.8091 2021-08-17 13:30:00,380 - mmaction - INFO - Epoch [25][3100/3520] lr: 5.000e-04, eta: 14:43:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6781, loss_cls: 2.4587, loss: 2.4587, grad_norm: 10.2018 2021-08-17 13:30:11,866 - mmaction - INFO - Epoch [25][3120/3520] lr: 5.000e-04, eta: 14:43:17, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7063, loss_cls: 2.3595, loss: 2.3595, grad_norm: 9.7030 2021-08-17 13:30:23,326 - mmaction - INFO - Epoch [25][3140/3520] lr: 5.000e-04, eta: 14:43:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6573, loss_cls: 2.5109, loss: 2.5109, grad_norm: 9.9057 2021-08-17 13:30:34,896 - mmaction - INFO - Epoch [25][3160/3520] lr: 5.000e-04, eta: 14:42:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6990, loss_cls: 2.4258, loss: 2.4258, grad_norm: 9.6831 2021-08-17 13:30:46,362 - mmaction - INFO - Epoch [25][3180/3520] lr: 5.000e-04, eta: 14:42:40, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6969, loss_cls: 2.4032, loss: 2.4032, grad_norm: 9.9776 2021-08-17 13:30:57,837 - mmaction - INFO - Epoch [25][3200/3520] lr: 5.000e-04, eta: 14:42:27, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7167, loss_cls: 2.3470, loss: 2.3470, grad_norm: 9.8762 2021-08-17 13:31:09,327 - mmaction - INFO - Epoch [25][3220/3520] lr: 5.000e-04, eta: 14:42:15, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6615, loss_cls: 2.4912, loss: 2.4912, grad_norm: 10.0357 2021-08-17 13:31:20,906 - mmaction - INFO - Epoch [25][3240/3520] lr: 5.000e-04, eta: 14:42:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6875, loss_cls: 2.4693, loss: 2.4693, grad_norm: 10.1486 2021-08-17 13:31:32,439 - mmaction - INFO - Epoch [25][3260/3520] lr: 5.000e-04, eta: 14:41:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6937, loss_cls: 2.4512, loss: 2.4512, grad_norm: 9.9665 2021-08-17 13:31:43,913 - mmaction - INFO - Epoch [25][3280/3520] lr: 5.000e-04, eta: 14:41:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6802, loss_cls: 2.5555, loss: 2.5555, grad_norm: 10.1394 2021-08-17 13:31:55,373 - mmaction - INFO - Epoch [25][3300/3520] lr: 5.000e-04, eta: 14:41:25, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.3979, top5_acc: 0.7031, loss_cls: 2.4359, loss: 2.4359, grad_norm: 10.1519 2021-08-17 13:32:06,930 - mmaction - INFO - Epoch [25][3320/3520] lr: 5.000e-04, eta: 14:41:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6854, loss_cls: 2.4730, loss: 2.4730, grad_norm: 9.8898 2021-08-17 13:32:18,519 - mmaction - INFO - Epoch [25][3340/3520] lr: 5.000e-04, eta: 14:41:00, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4302, top5_acc: 0.6917, loss_cls: 2.3782, loss: 2.3782, grad_norm: 9.6054 2021-08-17 13:32:30,052 - mmaction - INFO - Epoch [25][3360/3520] lr: 5.000e-04, eta: 14:40:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7146, loss_cls: 2.3283, loss: 2.3283, grad_norm: 9.7936 2021-08-17 13:32:41,465 - mmaction - INFO - Epoch [25][3380/3520] lr: 5.000e-04, eta: 14:40:35, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6917, loss_cls: 2.4293, loss: 2.4293, grad_norm: 9.9738 2021-08-17 13:32:52,951 - mmaction - INFO - Epoch [25][3400/3520] lr: 5.000e-04, eta: 14:40:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6844, loss_cls: 2.4562, loss: 2.4562, grad_norm: 10.2070 2021-08-17 13:33:04,486 - mmaction - INFO - Epoch [25][3420/3520] lr: 5.000e-04, eta: 14:40:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7021, loss_cls: 2.3799, loss: 2.3799, grad_norm: 9.9321 2021-08-17 13:33:15,978 - mmaction - INFO - Epoch [25][3440/3520] lr: 5.000e-04, eta: 14:39:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6958, loss_cls: 2.4598, loss: 2.4598, grad_norm: 9.8392 2021-08-17 13:33:27,461 - mmaction - INFO - Epoch [25][3460/3520] lr: 5.000e-04, eta: 14:39:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6813, loss_cls: 2.5296, loss: 2.5296, grad_norm: 10.2212 2021-08-17 13:33:38,960 - mmaction - INFO - Epoch [25][3480/3520] lr: 5.000e-04, eta: 14:39:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6937, loss_cls: 2.3833, loss: 2.3833, grad_norm: 9.8944 2021-08-17 13:33:50,465 - mmaction - INFO - Epoch [25][3500/3520] lr: 5.000e-04, eta: 14:39:20, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6979, loss_cls: 2.3800, loss: 2.3800, grad_norm: 9.8580 2021-08-17 13:34:01,635 - mmaction - INFO - Epoch [25][3520/3520] lr: 5.000e-04, eta: 14:39:07, time: 0.558, data_time: 0.002, memory: 8335, top1_acc: 0.3978, top5_acc: 0.6772, loss_cls: 2.4740, loss: 2.4740, grad_norm: 9.9428 2021-08-17 13:34:03,637 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-08-17 13:35:23,618 - mmaction - INFO - Epoch [26][20/3520] lr: 5.000e-04, eta: 14:40:02, time: 3.948, data_time: 3.361, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.3645, loss: 2.3645, grad_norm: 9.7428 2021-08-17 13:35:35,221 - mmaction - INFO - Epoch [26][40/3520] lr: 5.000e-04, eta: 14:39:50, time: 0.580, data_time: 0.005, memory: 8335, top1_acc: 0.3500, top5_acc: 0.6833, loss_cls: 2.4768, loss: 2.4768, grad_norm: 9.7726 2021-08-17 13:35:46,674 - mmaction - INFO - Epoch [26][60/3520] lr: 5.000e-04, eta: 14:39:37, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3958, top5_acc: 0.7031, loss_cls: 2.3932, loss: 2.3932, grad_norm: 10.2226 2021-08-17 13:35:58,198 - mmaction - INFO - Epoch [26][80/3520] lr: 5.000e-04, eta: 14:39:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7333, loss_cls: 2.3108, loss: 2.3108, grad_norm: 9.7953 2021-08-17 13:36:09,621 - mmaction - INFO - Epoch [26][100/3520] lr: 5.000e-04, eta: 14:39:12, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.3656, top5_acc: 0.6833, loss_cls: 2.4593, loss: 2.4593, grad_norm: 9.8639 2021-08-17 13:36:21,093 - mmaction - INFO - Epoch [26][120/3520] lr: 5.000e-04, eta: 14:39:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7167, loss_cls: 2.3392, loss: 2.3392, grad_norm: 9.5876 2021-08-17 13:36:32,698 - mmaction - INFO - Epoch [26][140/3520] lr: 5.000e-04, eta: 14:38:47, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7135, loss_cls: 2.3565, loss: 2.3565, grad_norm: 9.8650 2021-08-17 13:36:44,249 - mmaction - INFO - Epoch [26][160/3520] lr: 5.000e-04, eta: 14:38:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6937, loss_cls: 2.3746, loss: 2.3746, grad_norm: 9.6990 2021-08-17 13:36:55,703 - mmaction - INFO - Epoch [26][180/3520] lr: 5.000e-04, eta: 14:38:22, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7042, loss_cls: 2.3566, loss: 2.3566, grad_norm: 9.6286 2021-08-17 13:37:07,230 - mmaction - INFO - Epoch [26][200/3520] lr: 5.000e-04, eta: 14:38:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7115, loss_cls: 2.3489, loss: 2.3489, grad_norm: 9.6246 2021-08-17 13:37:18,729 - mmaction - INFO - Epoch [26][220/3520] lr: 5.000e-04, eta: 14:37:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.6969, loss_cls: 2.3865, loss: 2.3865, grad_norm: 9.8014 2021-08-17 13:37:30,310 - mmaction - INFO - Epoch [26][240/3520] lr: 5.000e-04, eta: 14:37:45, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.3619, loss: 2.3619, grad_norm: 9.3994 2021-08-17 13:37:41,799 - mmaction - INFO - Epoch [26][260/3520] lr: 5.000e-04, eta: 14:37:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6948, loss_cls: 2.3861, loss: 2.3861, grad_norm: 9.5865 2021-08-17 13:37:53,331 - mmaction - INFO - Epoch [26][280/3520] lr: 5.000e-04, eta: 14:37:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.3150, loss: 2.3150, grad_norm: 9.5801 2021-08-17 13:38:04,772 - mmaction - INFO - Epoch [26][300/3520] lr: 5.000e-04, eta: 14:37:07, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6854, loss_cls: 2.5214, loss: 2.5214, grad_norm: 10.0324 2021-08-17 13:38:16,345 - mmaction - INFO - Epoch [26][320/3520] lr: 5.000e-04, eta: 14:36:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7177, loss_cls: 2.3356, loss: 2.3356, grad_norm: 9.8144 2021-08-17 13:38:27,899 - mmaction - INFO - Epoch [26][340/3520] lr: 5.000e-04, eta: 14:36:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6937, loss_cls: 2.4199, loss: 2.4199, grad_norm: 10.3072 2021-08-17 13:38:39,399 - mmaction - INFO - Epoch [26][360/3520] lr: 5.000e-04, eta: 14:36:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7083, loss_cls: 2.3185, loss: 2.3185, grad_norm: 9.6946 2021-08-17 13:38:50,944 - mmaction - INFO - Epoch [26][380/3520] lr: 5.000e-04, eta: 14:36:18, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3677, top5_acc: 0.6844, loss_cls: 2.4358, loss: 2.4358, grad_norm: 9.8236 2021-08-17 13:39:02,490 - mmaction - INFO - Epoch [26][400/3520] lr: 5.000e-04, eta: 14:36:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7094, loss_cls: 2.3635, loss: 2.3635, grad_norm: 9.9806 2021-08-17 13:39:13,967 - mmaction - INFO - Epoch [26][420/3520] lr: 5.000e-04, eta: 14:35:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7052, loss_cls: 2.3503, loss: 2.3503, grad_norm: 9.6968 2021-08-17 13:39:25,445 - mmaction - INFO - Epoch [26][440/3520] lr: 5.000e-04, eta: 14:35:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.4702, loss: 2.4702, grad_norm: 10.5303 2021-08-17 13:39:36,935 - mmaction - INFO - Epoch [26][460/3520] lr: 5.000e-04, eta: 14:35:28, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3979, top5_acc: 0.7063, loss_cls: 2.4147, loss: 2.4147, grad_norm: 10.0675 2021-08-17 13:39:48,580 - mmaction - INFO - Epoch [26][480/3520] lr: 5.000e-04, eta: 14:35:15, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6771, loss_cls: 2.4879, loss: 2.4879, grad_norm: 10.3525 2021-08-17 13:40:00,118 - mmaction - INFO - Epoch [26][500/3520] lr: 5.000e-04, eta: 14:35:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.7052, loss_cls: 2.3914, loss: 2.3914, grad_norm: 9.9696 2021-08-17 13:40:11,648 - mmaction - INFO - Epoch [26][520/3520] lr: 5.000e-04, eta: 14:34:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7021, loss_cls: 2.4328, loss: 2.4328, grad_norm: 10.1336 2021-08-17 13:40:23,141 - mmaction - INFO - Epoch [26][540/3520] lr: 5.000e-04, eta: 14:34:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.6979, loss_cls: 2.3675, loss: 2.3675, grad_norm: 10.0981 2021-08-17 13:40:34,759 - mmaction - INFO - Epoch [26][560/3520] lr: 5.000e-04, eta: 14:34:25, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7104, loss_cls: 2.3349, loss: 2.3349, grad_norm: 9.8306 2021-08-17 13:40:46,240 - mmaction - INFO - Epoch [26][580/3520] lr: 5.000e-04, eta: 14:34:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7135, loss_cls: 2.3417, loss: 2.3417, grad_norm: 10.1405 2021-08-17 13:40:57,813 - mmaction - INFO - Epoch [26][600/3520] lr: 5.000e-04, eta: 14:34:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6958, loss_cls: 2.3587, loss: 2.3587, grad_norm: 10.1639 2021-08-17 13:41:09,291 - mmaction - INFO - Epoch [26][620/3520] lr: 5.000e-04, eta: 14:33:48, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6875, loss_cls: 2.4385, loss: 2.4385, grad_norm: 10.3533 2021-08-17 13:41:20,832 - mmaction - INFO - Epoch [26][640/3520] lr: 5.000e-04, eta: 14:33:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.7094, loss_cls: 2.3625, loss: 2.3625, grad_norm: 10.1247 2021-08-17 13:41:32,271 - mmaction - INFO - Epoch [26][660/3520] lr: 5.000e-04, eta: 14:33:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6667, loss_cls: 2.4848, loss: 2.4848, grad_norm: 9.8411 2021-08-17 13:41:43,882 - mmaction - INFO - Epoch [26][680/3520] lr: 5.000e-04, eta: 14:33:11, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6844, loss_cls: 2.4327, loss: 2.4327, grad_norm: 10.1678 2021-08-17 13:41:55,487 - mmaction - INFO - Epoch [26][700/3520] lr: 5.000e-04, eta: 14:32:58, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.3906, top5_acc: 0.7010, loss_cls: 2.4012, loss: 2.4012, grad_norm: 10.1135 2021-08-17 13:42:07,004 - mmaction - INFO - Epoch [26][720/3520] lr: 5.000e-04, eta: 14:32:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7094, loss_cls: 2.4575, loss: 2.4575, grad_norm: 10.2374 2021-08-17 13:42:18,513 - mmaction - INFO - Epoch [26][740/3520] lr: 5.000e-04, eta: 14:32:33, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7052, loss_cls: 2.3918, loss: 2.3918, grad_norm: 10.0055 2021-08-17 13:42:30,190 - mmaction - INFO - Epoch [26][760/3520] lr: 5.000e-04, eta: 14:32:21, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7177, loss_cls: 2.3562, loss: 2.3562, grad_norm: 10.1261 2021-08-17 13:42:41,812 - mmaction - INFO - Epoch [26][780/3520] lr: 5.000e-04, eta: 14:32:09, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6771, loss_cls: 2.4920, loss: 2.4920, grad_norm: 9.8618 2021-08-17 13:42:53,285 - mmaction - INFO - Epoch [26][800/3520] lr: 5.000e-04, eta: 14:31:56, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7312, loss_cls: 2.3121, loss: 2.3121, grad_norm: 10.0399 2021-08-17 13:43:04,792 - mmaction - INFO - Epoch [26][820/3520] lr: 5.000e-04, eta: 14:31:44, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7167, loss_cls: 2.3454, loss: 2.3454, grad_norm: 9.9369 2021-08-17 13:43:16,366 - mmaction - INFO - Epoch [26][840/3520] lr: 5.000e-04, eta: 14:31:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7083, loss_cls: 2.4089, loss: 2.4089, grad_norm: 10.2516 2021-08-17 13:43:27,821 - mmaction - INFO - Epoch [26][860/3520] lr: 5.000e-04, eta: 14:31:19, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6875, loss_cls: 2.4581, loss: 2.4581, grad_norm: 10.3173 2021-08-17 13:43:39,379 - mmaction - INFO - Epoch [26][880/3520] lr: 5.000e-04, eta: 14:31:06, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7052, loss_cls: 2.3631, loss: 2.3631, grad_norm: 9.7447 2021-08-17 13:43:50,908 - mmaction - INFO - Epoch [26][900/3520] lr: 5.000e-04, eta: 14:30:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7104, loss_cls: 2.3326, loss: 2.3326, grad_norm: 10.1061 2021-08-17 13:44:02,413 - mmaction - INFO - Epoch [26][920/3520] lr: 5.000e-04, eta: 14:30:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6937, loss_cls: 2.4225, loss: 2.4225, grad_norm: 10.2762 2021-08-17 13:44:13,965 - mmaction - INFO - Epoch [26][940/3520] lr: 5.000e-04, eta: 14:30:29, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6958, loss_cls: 2.4527, loss: 2.4527, grad_norm: 10.2315 2021-08-17 13:44:25,505 - mmaction - INFO - Epoch [26][960/3520] lr: 5.000e-04, eta: 14:30:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6917, loss_cls: 2.4044, loss: 2.4044, grad_norm: 10.2724 2021-08-17 13:44:37,005 - mmaction - INFO - Epoch [26][980/3520] lr: 5.000e-04, eta: 14:30:04, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6937, loss_cls: 2.4096, loss: 2.4096, grad_norm: 10.0669 2021-08-17 13:44:48,671 - mmaction - INFO - Epoch [26][1000/3520] lr: 5.000e-04, eta: 14:29:52, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6937, loss_cls: 2.4099, loss: 2.4099, grad_norm: 9.9931 2021-08-17 13:45:00,221 - mmaction - INFO - Epoch [26][1020/3520] lr: 5.000e-04, eta: 14:29:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.7021, loss_cls: 2.4480, loss: 2.4480, grad_norm: 10.2209 2021-08-17 13:45:11,868 - mmaction - INFO - Epoch [26][1040/3520] lr: 5.000e-04, eta: 14:29:27, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6969, loss_cls: 2.4114, loss: 2.4114, grad_norm: 9.9032 2021-08-17 13:45:23,450 - mmaction - INFO - Epoch [26][1060/3520] lr: 5.000e-04, eta: 14:29:14, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6802, loss_cls: 2.5003, loss: 2.5003, grad_norm: 10.1196 2021-08-17 13:45:34,997 - mmaction - INFO - Epoch [26][1080/3520] lr: 5.000e-04, eta: 14:29:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6990, loss_cls: 2.3783, loss: 2.3783, grad_norm: 9.9518 2021-08-17 13:45:46,627 - mmaction - INFO - Epoch [26][1100/3520] lr: 5.000e-04, eta: 14:28:50, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7177, loss_cls: 2.3426, loss: 2.3426, grad_norm: 10.0049 2021-08-17 13:45:58,138 - mmaction - INFO - Epoch [26][1120/3520] lr: 5.000e-04, eta: 14:28:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6990, loss_cls: 2.4071, loss: 2.4071, grad_norm: 10.1976 2021-08-17 13:46:09,656 - mmaction - INFO - Epoch [26][1140/3520] lr: 5.000e-04, eta: 14:28:25, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.3686, loss: 2.3686, grad_norm: 9.7830 2021-08-17 13:46:21,176 - mmaction - INFO - Epoch [26][1160/3520] lr: 5.000e-04, eta: 14:28:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7292, loss_cls: 2.3077, loss: 2.3077, grad_norm: 9.9178 2021-08-17 13:46:32,681 - mmaction - INFO - Epoch [26][1180/3520] lr: 5.000e-04, eta: 14:28:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.3308, loss: 2.3308, grad_norm: 9.9619 2021-08-17 13:46:44,239 - mmaction - INFO - Epoch [26][1200/3520] lr: 5.000e-04, eta: 14:27:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.7115, loss_cls: 2.3919, loss: 2.3919, grad_norm: 9.9307 2021-08-17 13:46:55,759 - mmaction - INFO - Epoch [26][1220/3520] lr: 5.000e-04, eta: 14:27:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6844, loss_cls: 2.4656, loss: 2.4656, grad_norm: 10.1398 2021-08-17 13:47:07,354 - mmaction - INFO - Epoch [26][1240/3520] lr: 5.000e-04, eta: 14:27:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7042, loss_cls: 2.4155, loss: 2.4155, grad_norm: 10.2279 2021-08-17 13:47:18,842 - mmaction - INFO - Epoch [26][1260/3520] lr: 5.000e-04, eta: 14:27:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6958, loss_cls: 2.3493, loss: 2.3493, grad_norm: 9.9012 2021-08-17 13:47:30,295 - mmaction - INFO - Epoch [26][1280/3520] lr: 5.000e-04, eta: 14:26:57, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7073, loss_cls: 2.4150, loss: 2.4150, grad_norm: 10.2346 2021-08-17 13:47:41,818 - mmaction - INFO - Epoch [26][1300/3520] lr: 5.000e-04, eta: 14:26:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6885, loss_cls: 2.4323, loss: 2.4323, grad_norm: 10.0546 2021-08-17 13:47:53,306 - mmaction - INFO - Epoch [26][1320/3520] lr: 5.000e-04, eta: 14:26:32, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7042, loss_cls: 2.3906, loss: 2.3906, grad_norm: 10.0191 2021-08-17 13:48:04,769 - mmaction - INFO - Epoch [26][1340/3520] lr: 5.000e-04, eta: 14:26:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6948, loss_cls: 2.4116, loss: 2.4116, grad_norm: 10.0662 2021-08-17 13:48:16,258 - mmaction - INFO - Epoch [26][1360/3520] lr: 5.000e-04, eta: 14:26:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3688, top5_acc: 0.6979, loss_cls: 2.4169, loss: 2.4169, grad_norm: 10.1261 2021-08-17 13:48:27,803 - mmaction - INFO - Epoch [26][1380/3520] lr: 5.000e-04, eta: 14:25:55, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4177, top5_acc: 0.6958, loss_cls: 2.3525, loss: 2.3525, grad_norm: 9.9935 2021-08-17 13:48:39,283 - mmaction - INFO - Epoch [26][1400/3520] lr: 5.000e-04, eta: 14:25:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.7135, loss_cls: 2.3717, loss: 2.3717, grad_norm: 10.1514 2021-08-17 13:48:50,827 - mmaction - INFO - Epoch [26][1420/3520] lr: 5.000e-04, eta: 14:25:30, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7219, loss_cls: 2.4086, loss: 2.4086, grad_norm: 10.3105 2021-08-17 13:49:02,378 - mmaction - INFO - Epoch [26][1440/3520] lr: 5.000e-04, eta: 14:25:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7010, loss_cls: 2.3634, loss: 2.3634, grad_norm: 10.0933 2021-08-17 13:49:13,893 - mmaction - INFO - Epoch [26][1460/3520] lr: 5.000e-04, eta: 14:25:05, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4240, top5_acc: 0.6990, loss_cls: 2.3922, loss: 2.3922, grad_norm: 10.0030 2021-08-17 13:49:25,416 - mmaction - INFO - Epoch [26][1480/3520] lr: 5.000e-04, eta: 14:24:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7260, loss_cls: 2.2425, loss: 2.2425, grad_norm: 9.8432 2021-08-17 13:49:36,914 - mmaction - INFO - Epoch [26][1500/3520] lr: 5.000e-04, eta: 14:24:40, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6958, loss_cls: 2.3857, loss: 2.3857, grad_norm: 10.3179 2021-08-17 13:49:48,464 - mmaction - INFO - Epoch [26][1520/3520] lr: 5.000e-04, eta: 14:24:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6875, loss_cls: 2.4060, loss: 2.4060, grad_norm: 10.0970 2021-08-17 13:49:59,992 - mmaction - INFO - Epoch [26][1540/3520] lr: 5.000e-04, eta: 14:24:15, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6813, loss_cls: 2.4710, loss: 2.4710, grad_norm: 10.0975 2021-08-17 13:50:11,578 - mmaction - INFO - Epoch [26][1560/3520] lr: 5.000e-04, eta: 14:24:03, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6823, loss_cls: 2.4455, loss: 2.4455, grad_norm: 10.1943 2021-08-17 13:50:23,164 - mmaction - INFO - Epoch [26][1580/3520] lr: 5.000e-04, eta: 14:23:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.6854, loss_cls: 2.4258, loss: 2.4258, grad_norm: 10.5627 2021-08-17 13:50:34,733 - mmaction - INFO - Epoch [26][1600/3520] lr: 5.000e-04, eta: 14:23:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6833, loss_cls: 2.4832, loss: 2.4832, grad_norm: 10.3877 2021-08-17 13:50:46,264 - mmaction - INFO - Epoch [26][1620/3520] lr: 5.000e-04, eta: 14:23:26, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7135, loss_cls: 2.3404, loss: 2.3404, grad_norm: 10.3862 2021-08-17 13:50:57,795 - mmaction - INFO - Epoch [26][1640/3520] lr: 5.000e-04, eta: 14:23:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6917, loss_cls: 2.3979, loss: 2.3979, grad_norm: 10.0695 2021-08-17 13:51:09,262 - mmaction - INFO - Epoch [26][1660/3520] lr: 5.000e-04, eta: 14:23:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7031, loss_cls: 2.4046, loss: 2.4046, grad_norm: 10.1233 2021-08-17 13:51:20,808 - mmaction - INFO - Epoch [26][1680/3520] lr: 5.000e-04, eta: 14:22:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7010, loss_cls: 2.3793, loss: 2.3793, grad_norm: 10.0005 2021-08-17 13:51:32,299 - mmaction - INFO - Epoch [26][1700/3520] lr: 5.000e-04, eta: 14:22:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7135, loss_cls: 2.3519, loss: 2.3519, grad_norm: 10.3678 2021-08-17 13:51:43,935 - mmaction - INFO - Epoch [26][1720/3520] lr: 5.000e-04, eta: 14:22:24, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7146, loss_cls: 2.3757, loss: 2.3757, grad_norm: 10.0141 2021-08-17 13:51:55,464 - mmaction - INFO - Epoch [26][1740/3520] lr: 5.000e-04, eta: 14:22:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7146, loss_cls: 2.3604, loss: 2.3604, grad_norm: 10.1285 2021-08-17 13:52:06,949 - mmaction - INFO - Epoch [26][1760/3520] lr: 5.000e-04, eta: 14:21:59, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6896, loss_cls: 2.3719, loss: 2.3719, grad_norm: 9.9387 2021-08-17 13:52:18,504 - mmaction - INFO - Epoch [26][1780/3520] lr: 5.000e-04, eta: 14:21:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7146, loss_cls: 2.2906, loss: 2.2906, grad_norm: 10.2242 2021-08-17 13:52:29,955 - mmaction - INFO - Epoch [26][1800/3520] lr: 5.000e-04, eta: 14:21:34, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7312, loss_cls: 2.3096, loss: 2.3096, grad_norm: 10.0700 2021-08-17 13:52:41,466 - mmaction - INFO - Epoch [26][1820/3520] lr: 5.000e-04, eta: 14:21:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6802, loss_cls: 2.4424, loss: 2.4424, grad_norm: 10.1721 2021-08-17 13:52:53,031 - mmaction - INFO - Epoch [26][1840/3520] lr: 5.000e-04, eta: 14:21:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6937, loss_cls: 2.3967, loss: 2.3967, grad_norm: 10.1397 2021-08-17 13:53:04,604 - mmaction - INFO - Epoch [26][1860/3520] lr: 5.000e-04, eta: 14:20:56, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6958, loss_cls: 2.4143, loss: 2.4143, grad_norm: 10.2324 2021-08-17 13:53:16,151 - mmaction - INFO - Epoch [26][1880/3520] lr: 5.000e-04, eta: 14:20:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7042, loss_cls: 2.3659, loss: 2.3659, grad_norm: 10.1504 2021-08-17 13:53:27,677 - mmaction - INFO - Epoch [26][1900/3520] lr: 5.000e-04, eta: 14:20:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7042, loss_cls: 2.3732, loss: 2.3732, grad_norm: 10.0609 2021-08-17 13:53:39,226 - mmaction - INFO - Epoch [26][1920/3520] lr: 5.000e-04, eta: 14:20:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7167, loss_cls: 2.3244, loss: 2.3244, grad_norm: 9.8960 2021-08-17 13:53:50,775 - mmaction - INFO - Epoch [26][1940/3520] lr: 5.000e-04, eta: 14:20:07, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7104, loss_cls: 2.3453, loss: 2.3453, grad_norm: 10.3771 2021-08-17 13:54:02,314 - mmaction - INFO - Epoch [26][1960/3520] lr: 5.000e-04, eta: 14:19:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.6969, loss_cls: 2.3724, loss: 2.3724, grad_norm: 9.9444 2021-08-17 13:54:13,875 - mmaction - INFO - Epoch [26][1980/3520] lr: 5.000e-04, eta: 14:19:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.6917, loss_cls: 2.5124, loss: 2.5124, grad_norm: 10.3122 2021-08-17 13:54:25,356 - mmaction - INFO - Epoch [26][2000/3520] lr: 5.000e-04, eta: 14:19:29, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7229, loss_cls: 2.3024, loss: 2.3024, grad_norm: 9.7901 2021-08-17 13:54:36,840 - mmaction - INFO - Epoch [26][2020/3520] lr: 5.000e-04, eta: 14:19:17, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7115, loss_cls: 2.4471, loss: 2.4471, grad_norm: 10.2614 2021-08-17 13:54:48,314 - mmaction - INFO - Epoch [26][2040/3520] lr: 5.000e-04, eta: 14:19:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7042, loss_cls: 2.3645, loss: 2.3645, grad_norm: 10.1190 2021-08-17 13:54:59,828 - mmaction - INFO - Epoch [26][2060/3520] lr: 5.000e-04, eta: 14:18:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6813, loss_cls: 2.4783, loss: 2.4783, grad_norm: 10.4302 2021-08-17 13:55:11,344 - mmaction - INFO - Epoch [26][2080/3520] lr: 5.000e-04, eta: 14:18:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6948, loss_cls: 2.4479, loss: 2.4479, grad_norm: 10.0612 2021-08-17 13:55:22,847 - mmaction - INFO - Epoch [26][2100/3520] lr: 5.000e-04, eta: 14:18:27, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3061, loss: 2.3061, grad_norm: 9.6916 2021-08-17 13:55:34,373 - mmaction - INFO - Epoch [26][2120/3520] lr: 5.000e-04, eta: 14:18:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6802, loss_cls: 2.4417, loss: 2.4417, grad_norm: 9.9408 2021-08-17 13:55:45,954 - mmaction - INFO - Epoch [26][2140/3520] lr: 5.000e-04, eta: 14:18:02, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6990, loss_cls: 2.3568, loss: 2.3568, grad_norm: 9.8955 2021-08-17 13:55:57,490 - mmaction - INFO - Epoch [26][2160/3520] lr: 5.000e-04, eta: 14:17:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6792, loss_cls: 2.4795, loss: 2.4795, grad_norm: 10.1484 2021-08-17 13:56:09,027 - mmaction - INFO - Epoch [26][2180/3520] lr: 5.000e-04, eta: 14:17:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3740, top5_acc: 0.6781, loss_cls: 2.5050, loss: 2.5050, grad_norm: 10.4998 2021-08-17 13:56:20,531 - mmaction - INFO - Epoch [26][2200/3520] lr: 5.000e-04, eta: 14:17:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6927, loss_cls: 2.3953, loss: 2.3953, grad_norm: 10.1089 2021-08-17 13:56:31,971 - mmaction - INFO - Epoch [26][2220/3520] lr: 5.000e-04, eta: 14:17:12, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.7240, loss_cls: 2.3837, loss: 2.3837, grad_norm: 10.3896 2021-08-17 13:56:43,475 - mmaction - INFO - Epoch [26][2240/3520] lr: 5.000e-04, eta: 14:17:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6969, loss_cls: 2.4097, loss: 2.4097, grad_norm: 10.0430 2021-08-17 13:56:55,054 - mmaction - INFO - Epoch [26][2260/3520] lr: 5.000e-04, eta: 14:16:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7021, loss_cls: 2.4109, loss: 2.4109, grad_norm: 10.1762 2021-08-17 13:57:06,593 - mmaction - INFO - Epoch [26][2280/3520] lr: 5.000e-04, eta: 14:16:35, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6979, loss_cls: 2.4227, loss: 2.4227, grad_norm: 10.2160 2021-08-17 13:57:18,134 - mmaction - INFO - Epoch [26][2300/3520] lr: 5.000e-04, eta: 14:16:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7073, loss_cls: 2.3828, loss: 2.3828, grad_norm: 10.2388 2021-08-17 13:57:29,672 - mmaction - INFO - Epoch [26][2320/3520] lr: 5.000e-04, eta: 14:16:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7135, loss_cls: 2.3763, loss: 2.3763, grad_norm: 10.3780 2021-08-17 13:57:41,150 - mmaction - INFO - Epoch [26][2340/3520] lr: 5.000e-04, eta: 14:15:58, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6948, loss_cls: 2.3983, loss: 2.3983, grad_norm: 10.4205 2021-08-17 13:57:52,749 - mmaction - INFO - Epoch [26][2360/3520] lr: 5.000e-04, eta: 14:15:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7115, loss_cls: 2.3405, loss: 2.3405, grad_norm: 10.0739 2021-08-17 13:58:04,286 - mmaction - INFO - Epoch [26][2380/3520] lr: 5.000e-04, eta: 14:15:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7073, loss_cls: 2.3361, loss: 2.3361, grad_norm: 10.2172 2021-08-17 13:58:15,842 - mmaction - INFO - Epoch [26][2400/3520] lr: 5.000e-04, eta: 14:15:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6865, loss_cls: 2.4799, loss: 2.4799, grad_norm: 10.2253 2021-08-17 13:58:27,421 - mmaction - INFO - Epoch [26][2420/3520] lr: 5.000e-04, eta: 14:15:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6927, loss_cls: 2.4213, loss: 2.4213, grad_norm: 10.2144 2021-08-17 13:58:38,910 - mmaction - INFO - Epoch [26][2440/3520] lr: 5.000e-04, eta: 14:14:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6604, loss_cls: 2.4465, loss: 2.4465, grad_norm: 10.0742 2021-08-17 13:58:50,507 - mmaction - INFO - Epoch [26][2460/3520] lr: 5.000e-04, eta: 14:14:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7094, loss_cls: 2.3676, loss: 2.3676, grad_norm: 10.3704 2021-08-17 13:59:02,024 - mmaction - INFO - Epoch [26][2480/3520] lr: 5.000e-04, eta: 14:14:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7219, loss_cls: 2.3257, loss: 2.3257, grad_norm: 9.9215 2021-08-17 13:59:13,541 - mmaction - INFO - Epoch [26][2500/3520] lr: 5.000e-04, eta: 14:14:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6948, loss_cls: 2.4483, loss: 2.4483, grad_norm: 10.2048 2021-08-17 13:59:25,070 - mmaction - INFO - Epoch [26][2520/3520] lr: 5.000e-04, eta: 14:14:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7052, loss_cls: 2.3806, loss: 2.3806, grad_norm: 10.5723 2021-08-17 13:59:36,670 - mmaction - INFO - Epoch [26][2540/3520] lr: 5.000e-04, eta: 14:13:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7146, loss_cls: 2.3429, loss: 2.3429, grad_norm: 10.3438 2021-08-17 13:59:48,173 - mmaction - INFO - Epoch [26][2560/3520] lr: 5.000e-04, eta: 14:13:41, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6740, loss_cls: 2.4985, loss: 2.4985, grad_norm: 10.1734 2021-08-17 13:59:59,680 - mmaction - INFO - Epoch [26][2580/3520] lr: 5.000e-04, eta: 14:13:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6979, loss_cls: 2.4130, loss: 2.4130, grad_norm: 9.9176 2021-08-17 14:00:11,156 - mmaction - INFO - Epoch [26][2600/3520] lr: 5.000e-04, eta: 14:13:16, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7240, loss_cls: 2.3441, loss: 2.3441, grad_norm: 10.2415 2021-08-17 14:00:22,699 - mmaction - INFO - Epoch [26][2620/3520] lr: 5.000e-04, eta: 14:13:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6958, loss_cls: 2.4149, loss: 2.4149, grad_norm: 10.0035 2021-08-17 14:00:34,160 - mmaction - INFO - Epoch [26][2640/3520] lr: 5.000e-04, eta: 14:12:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.6948, loss_cls: 2.3825, loss: 2.3825, grad_norm: 10.2158 2021-08-17 14:00:45,676 - mmaction - INFO - Epoch [26][2660/3520] lr: 5.000e-04, eta: 14:12:39, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.5059, loss: 2.5059, grad_norm: 10.3946 2021-08-17 14:00:57,224 - mmaction - INFO - Epoch [26][2680/3520] lr: 5.000e-04, eta: 14:12:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6917, loss_cls: 2.4385, loss: 2.4385, grad_norm: 10.6155 2021-08-17 14:01:08,807 - mmaction - INFO - Epoch [26][2700/3520] lr: 5.000e-04, eta: 14:12:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7198, loss_cls: 2.3005, loss: 2.3005, grad_norm: 10.2450 2021-08-17 14:01:20,285 - mmaction - INFO - Epoch [26][2720/3520] lr: 5.000e-04, eta: 14:12:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7073, loss_cls: 2.3874, loss: 2.3874, grad_norm: 10.2866 2021-08-17 14:01:31,862 - mmaction - INFO - Epoch [26][2740/3520] lr: 5.000e-04, eta: 14:11:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6771, loss_cls: 2.4576, loss: 2.4576, grad_norm: 10.3453 2021-08-17 14:01:43,362 - mmaction - INFO - Epoch [26][2760/3520] lr: 5.000e-04, eta: 14:11:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7073, loss_cls: 2.3789, loss: 2.3789, grad_norm: 10.1259 2021-08-17 14:01:54,867 - mmaction - INFO - Epoch [26][2780/3520] lr: 5.000e-04, eta: 14:11:25, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4333, top5_acc: 0.6937, loss_cls: 2.3850, loss: 2.3850, grad_norm: 10.4522 2021-08-17 14:02:06,428 - mmaction - INFO - Epoch [26][2800/3520] lr: 5.000e-04, eta: 14:11:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6896, loss_cls: 2.3914, loss: 2.3914, grad_norm: 10.0368 2021-08-17 14:02:18,014 - mmaction - INFO - Epoch [26][2820/3520] lr: 5.000e-04, eta: 14:11:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7177, loss_cls: 2.3735, loss: 2.3735, grad_norm: 10.1582 2021-08-17 14:02:29,600 - mmaction - INFO - Epoch [26][2840/3520] lr: 5.000e-04, eta: 14:10:48, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.3824, loss: 2.3824, grad_norm: 10.2342 2021-08-17 14:02:41,081 - mmaction - INFO - Epoch [26][2860/3520] lr: 5.000e-04, eta: 14:10:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7188, loss_cls: 2.3276, loss: 2.3276, grad_norm: 9.9119 2021-08-17 14:02:52,543 - mmaction - INFO - Epoch [26][2880/3520] lr: 5.000e-04, eta: 14:10:23, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6698, loss_cls: 2.5008, loss: 2.5008, grad_norm: 10.5177 2021-08-17 14:03:04,060 - mmaction - INFO - Epoch [26][2900/3520] lr: 5.000e-04, eta: 14:10:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.3094, loss: 2.3094, grad_norm: 10.0483 2021-08-17 14:03:15,576 - mmaction - INFO - Epoch [26][2920/3520] lr: 5.000e-04, eta: 14:09:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6990, loss_cls: 2.4326, loss: 2.4326, grad_norm: 10.3798 2021-08-17 14:03:27,145 - mmaction - INFO - Epoch [26][2940/3520] lr: 5.000e-04, eta: 14:09:45, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7198, loss_cls: 2.2821, loss: 2.2821, grad_norm: 10.2471 2021-08-17 14:03:38,620 - mmaction - INFO - Epoch [26][2960/3520] lr: 5.000e-04, eta: 14:09:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7188, loss_cls: 2.3319, loss: 2.3319, grad_norm: 10.0670 2021-08-17 14:03:50,238 - mmaction - INFO - Epoch [26][2980/3520] lr: 5.000e-04, eta: 14:09:20, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6813, loss_cls: 2.4859, loss: 2.4859, grad_norm: 10.6716 2021-08-17 14:04:01,754 - mmaction - INFO - Epoch [26][3000/3520] lr: 5.000e-04, eta: 14:09:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6990, loss_cls: 2.4058, loss: 2.4058, grad_norm: 10.3821 2021-08-17 14:04:13,290 - mmaction - INFO - Epoch [26][3020/3520] lr: 5.000e-04, eta: 14:08:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6813, loss_cls: 2.5032, loss: 2.5032, grad_norm: 10.6418 2021-08-17 14:04:24,848 - mmaction - INFO - Epoch [26][3040/3520] lr: 5.000e-04, eta: 14:08:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7052, loss_cls: 2.3639, loss: 2.3639, grad_norm: 10.2088 2021-08-17 14:04:36,500 - mmaction - INFO - Epoch [26][3060/3520] lr: 5.000e-04, eta: 14:08:31, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6885, loss_cls: 2.4058, loss: 2.4058, grad_norm: 10.3620 2021-08-17 14:04:48,009 - mmaction - INFO - Epoch [26][3080/3520] lr: 5.000e-04, eta: 14:08:19, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6969, loss_cls: 2.4390, loss: 2.4390, grad_norm: 10.7138 2021-08-17 14:04:59,505 - mmaction - INFO - Epoch [26][3100/3520] lr: 5.000e-04, eta: 14:08:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7135, loss_cls: 2.2749, loss: 2.2749, grad_norm: 9.7500 2021-08-17 14:05:11,092 - mmaction - INFO - Epoch [26][3120/3520] lr: 5.000e-04, eta: 14:07:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.7104, loss_cls: 2.4000, loss: 2.4000, grad_norm: 10.4652 2021-08-17 14:05:22,610 - mmaction - INFO - Epoch [26][3140/3520] lr: 5.000e-04, eta: 14:07:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7323, loss_cls: 2.3175, loss: 2.3175, grad_norm: 10.1811 2021-08-17 14:05:34,110 - mmaction - INFO - Epoch [26][3160/3520] lr: 5.000e-04, eta: 14:07:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6990, loss_cls: 2.4414, loss: 2.4414, grad_norm: 10.5401 2021-08-17 14:05:45,670 - mmaction - INFO - Epoch [26][3180/3520] lr: 5.000e-04, eta: 14:07:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6875, loss_cls: 2.4583, loss: 2.4583, grad_norm: 10.4891 2021-08-17 14:05:57,182 - mmaction - INFO - Epoch [26][3200/3520] lr: 5.000e-04, eta: 14:07:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.4119, loss: 2.4119, grad_norm: 10.3875 2021-08-17 14:06:08,781 - mmaction - INFO - Epoch [26][3220/3520] lr: 5.000e-04, eta: 14:06:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6990, loss_cls: 2.4037, loss: 2.4037, grad_norm: 10.6494 2021-08-17 14:06:20,232 - mmaction - INFO - Epoch [26][3240/3520] lr: 5.000e-04, eta: 14:06:39, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3771, top5_acc: 0.6958, loss_cls: 2.4286, loss: 2.4286, grad_norm: 10.5873 2021-08-17 14:06:31,695 - mmaction - INFO - Epoch [26][3260/3520] lr: 5.000e-04, eta: 14:06:27, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6833, loss_cls: 2.3687, loss: 2.3687, grad_norm: 10.2568 2021-08-17 14:06:43,226 - mmaction - INFO - Epoch [26][3280/3520] lr: 5.000e-04, eta: 14:06:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.7063, loss_cls: 2.4173, loss: 2.4173, grad_norm: 10.3146 2021-08-17 14:06:54,767 - mmaction - INFO - Epoch [26][3300/3520] lr: 5.000e-04, eta: 14:06:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7167, loss_cls: 2.2990, loss: 2.2990, grad_norm: 10.1077 2021-08-17 14:07:06,309 - mmaction - INFO - Epoch [26][3320/3520] lr: 5.000e-04, eta: 14:05:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7146, loss_cls: 2.3700, loss: 2.3700, grad_norm: 10.5606 2021-08-17 14:07:17,813 - mmaction - INFO - Epoch [26][3340/3520] lr: 5.000e-04, eta: 14:05:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.7083, loss_cls: 2.4239, loss: 2.4239, grad_norm: 10.3598 2021-08-17 14:07:29,302 - mmaction - INFO - Epoch [26][3360/3520] lr: 5.000e-04, eta: 14:05:25, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6906, loss_cls: 2.4213, loss: 2.4213, grad_norm: 10.3970 2021-08-17 14:07:40,878 - mmaction - INFO - Epoch [26][3380/3520] lr: 5.000e-04, eta: 14:05:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7177, loss_cls: 2.3216, loss: 2.3216, grad_norm: 10.3666 2021-08-17 14:07:52,365 - mmaction - INFO - Epoch [26][3400/3520] lr: 5.000e-04, eta: 14:05:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6948, loss_cls: 2.3926, loss: 2.3926, grad_norm: 10.0622 2021-08-17 14:08:03,941 - mmaction - INFO - Epoch [26][3420/3520] lr: 5.000e-04, eta: 14:04:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7375, loss_cls: 2.3189, loss: 2.3189, grad_norm: 10.0786 2021-08-17 14:08:15,463 - mmaction - INFO - Epoch [26][3440/3520] lr: 5.000e-04, eta: 14:04:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7010, loss_cls: 2.3254, loss: 2.3254, grad_norm: 9.9418 2021-08-17 14:08:26,972 - mmaction - INFO - Epoch [26][3460/3520] lr: 5.000e-04, eta: 14:04:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.7125, loss_cls: 2.3954, loss: 2.3954, grad_norm: 10.3247 2021-08-17 14:08:38,452 - mmaction - INFO - Epoch [26][3480/3520] lr: 5.000e-04, eta: 14:04:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7219, loss_cls: 2.3214, loss: 2.3214, grad_norm: 10.1988 2021-08-17 14:08:49,931 - mmaction - INFO - Epoch [26][3500/3520] lr: 5.000e-04, eta: 14:03:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6875, loss_cls: 2.4602, loss: 2.4602, grad_norm: 10.3640 2021-08-17 14:09:01,090 - mmaction - INFO - Epoch [26][3520/3520] lr: 5.000e-04, eta: 14:03:45, time: 0.558, data_time: 0.001, memory: 8335, top1_acc: 0.4196, top5_acc: 0.6902, loss_cls: 2.3990, loss: 2.3990, grad_norm: 10.2125 2021-08-17 14:09:02,411 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-08-17 14:10:20,531 - mmaction - INFO - Epoch [27][20/3520] lr: 5.000e-04, eta: 14:04:34, time: 3.886, data_time: 3.298, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6948, loss_cls: 2.4280, loss: 2.4280, grad_norm: 10.5432 2021-08-17 14:10:31,996 - mmaction - INFO - Epoch [27][40/3520] lr: 5.000e-04, eta: 14:04:21, time: 0.572, data_time: 0.004, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6969, loss_cls: 2.3924, loss: 2.3924, grad_norm: 10.1563 2021-08-17 14:10:43,402 - mmaction - INFO - Epoch [27][60/3520] lr: 5.000e-04, eta: 14:04:09, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7177, loss_cls: 2.3225, loss: 2.3225, grad_norm: 10.4775 2021-08-17 14:10:54,923 - mmaction - INFO - Epoch [27][80/3520] lr: 5.000e-04, eta: 14:03:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7302, loss_cls: 2.2918, loss: 2.2918, grad_norm: 10.4237 2021-08-17 14:11:06,347 - mmaction - INFO - Epoch [27][100/3520] lr: 5.000e-04, eta: 14:03:44, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7281, loss_cls: 2.2674, loss: 2.2674, grad_norm: 10.0579 2021-08-17 14:11:17,873 - mmaction - INFO - Epoch [27][120/3520] lr: 5.000e-04, eta: 14:03:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7010, loss_cls: 2.3672, loss: 2.3672, grad_norm: 10.1852 2021-08-17 14:11:29,371 - mmaction - INFO - Epoch [27][140/3520] lr: 5.000e-04, eta: 14:03:19, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7219, loss_cls: 2.3326, loss: 2.3326, grad_norm: 10.2921 2021-08-17 14:11:40,925 - mmaction - INFO - Epoch [27][160/3520] lr: 5.000e-04, eta: 14:03:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7229, loss_cls: 2.2997, loss: 2.2997, grad_norm: 10.2569 2021-08-17 14:11:52,443 - mmaction - INFO - Epoch [27][180/3520] lr: 5.000e-04, eta: 14:02:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7156, loss_cls: 2.3770, loss: 2.3770, grad_norm: 10.2510 2021-08-17 14:12:03,970 - mmaction - INFO - Epoch [27][200/3520] lr: 5.000e-04, eta: 14:02:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7167, loss_cls: 2.3159, loss: 2.3159, grad_norm: 10.0263 2021-08-17 14:12:15,440 - mmaction - INFO - Epoch [27][220/3520] lr: 5.000e-04, eta: 14:02:29, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6729, loss_cls: 2.4946, loss: 2.4946, grad_norm: 10.9174 2021-08-17 14:12:27,002 - mmaction - INFO - Epoch [27][240/3520] lr: 5.000e-04, eta: 14:02:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7385, loss_cls: 2.1878, loss: 2.1878, grad_norm: 9.9225 2021-08-17 14:12:38,585 - mmaction - INFO - Epoch [27][260/3520] lr: 5.000e-04, eta: 14:02:04, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7104, loss_cls: 2.3602, loss: 2.3602, grad_norm: 10.4503 2021-08-17 14:12:50,129 - mmaction - INFO - Epoch [27][280/3520] lr: 5.000e-04, eta: 14:01:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7094, loss_cls: 2.3649, loss: 2.3649, grad_norm: 10.9870 2021-08-17 14:13:01,667 - mmaction - INFO - Epoch [27][300/3520] lr: 5.000e-04, eta: 14:01:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7104, loss_cls: 2.4163, loss: 2.4163, grad_norm: 10.4236 2021-08-17 14:13:13,165 - mmaction - INFO - Epoch [27][320/3520] lr: 5.000e-04, eta: 14:01:27, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7229, loss_cls: 2.3433, loss: 2.3433, grad_norm: 10.1361 2021-08-17 14:13:24,651 - mmaction - INFO - Epoch [27][340/3520] lr: 5.000e-04, eta: 14:01:14, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.3605, loss: 2.3605, grad_norm: 10.1161 2021-08-17 14:13:36,155 - mmaction - INFO - Epoch [27][360/3520] lr: 5.000e-04, eta: 14:01:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7063, loss_cls: 2.3457, loss: 2.3457, grad_norm: 10.4250 2021-08-17 14:13:47,702 - mmaction - INFO - Epoch [27][380/3520] lr: 5.000e-04, eta: 14:00:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7146, loss_cls: 2.3804, loss: 2.3804, grad_norm: 10.4388 2021-08-17 14:13:59,176 - mmaction - INFO - Epoch [27][400/3520] lr: 5.000e-04, eta: 14:00:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6823, loss_cls: 2.4728, loss: 2.4728, grad_norm: 10.5877 2021-08-17 14:14:10,627 - mmaction - INFO - Epoch [27][420/3520] lr: 5.000e-04, eta: 14:00:25, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7146, loss_cls: 2.3299, loss: 2.3299, grad_norm: 10.1067 2021-08-17 14:14:22,153 - mmaction - INFO - Epoch [27][440/3520] lr: 5.000e-04, eta: 14:00:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7375, loss_cls: 2.3257, loss: 2.3257, grad_norm: 10.2238 2021-08-17 14:14:33,694 - mmaction - INFO - Epoch [27][460/3520] lr: 5.000e-04, eta: 14:00:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7115, loss_cls: 2.4134, loss: 2.4134, grad_norm: 10.8125 2021-08-17 14:14:45,207 - mmaction - INFO - Epoch [27][480/3520] lr: 5.000e-04, eta: 13:59:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6750, loss_cls: 2.4509, loss: 2.4509, grad_norm: 10.4064 2021-08-17 14:14:56,780 - mmaction - INFO - Epoch [27][500/3520] lr: 5.000e-04, eta: 13:59:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7052, loss_cls: 2.3834, loss: 2.3834, grad_norm: 10.5054 2021-08-17 14:15:08,254 - mmaction - INFO - Epoch [27][520/3520] lr: 5.000e-04, eta: 13:59:22, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7125, loss_cls: 2.3512, loss: 2.3512, grad_norm: 10.0791 2021-08-17 14:15:19,683 - mmaction - INFO - Epoch [27][540/3520] lr: 5.000e-04, eta: 13:59:10, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7063, loss_cls: 2.3420, loss: 2.3420, grad_norm: 10.4043 2021-08-17 14:15:31,169 - mmaction - INFO - Epoch [27][560/3520] lr: 5.000e-04, eta: 13:58:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7073, loss_cls: 2.3945, loss: 2.3945, grad_norm: 10.4396 2021-08-17 14:15:42,757 - mmaction - INFO - Epoch [27][580/3520] lr: 5.000e-04, eta: 13:58:45, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7104, loss_cls: 2.3439, loss: 2.3439, grad_norm: 9.7896 2021-08-17 14:15:54,243 - mmaction - INFO - Epoch [27][600/3520] lr: 5.000e-04, eta: 13:58:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6969, loss_cls: 2.3943, loss: 2.3943, grad_norm: 10.5182 2021-08-17 14:16:05,751 - mmaction - INFO - Epoch [27][620/3520] lr: 5.000e-04, eta: 13:58:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.7021, loss_cls: 2.4230, loss: 2.4230, grad_norm: 10.2007 2021-08-17 14:16:17,271 - mmaction - INFO - Epoch [27][640/3520] lr: 5.000e-04, eta: 13:58:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6937, loss_cls: 2.4142, loss: 2.4142, grad_norm: 10.4419 2021-08-17 14:16:28,797 - mmaction - INFO - Epoch [27][660/3520] lr: 5.000e-04, eta: 13:57:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7312, loss_cls: 2.3124, loss: 2.3124, grad_norm: 10.4276 2021-08-17 14:16:40,325 - mmaction - INFO - Epoch [27][680/3520] lr: 5.000e-04, eta: 13:57:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6865, loss_cls: 2.4275, loss: 2.4275, grad_norm: 10.7275 2021-08-17 14:16:51,793 - mmaction - INFO - Epoch [27][700/3520] lr: 5.000e-04, eta: 13:57:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7167, loss_cls: 2.3796, loss: 2.3796, grad_norm: 11.1251 2021-08-17 14:17:03,347 - mmaction - INFO - Epoch [27][720/3520] lr: 5.000e-04, eta: 13:57:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7063, loss_cls: 2.3596, loss: 2.3596, grad_norm: 10.2922 2021-08-17 14:17:14,821 - mmaction - INFO - Epoch [27][740/3520] lr: 5.000e-04, eta: 13:57:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7271, loss_cls: 2.3164, loss: 2.3164, grad_norm: 10.5814 2021-08-17 14:17:26,310 - mmaction - INFO - Epoch [27][760/3520] lr: 5.000e-04, eta: 13:56:53, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6990, loss_cls: 2.4426, loss: 2.4426, grad_norm: 10.7818 2021-08-17 14:17:37,844 - mmaction - INFO - Epoch [27][780/3520] lr: 5.000e-04, eta: 13:56:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.7115, loss_cls: 2.4166, loss: 2.4166, grad_norm: 10.6915 2021-08-17 14:17:49,335 - mmaction - INFO - Epoch [27][800/3520] lr: 5.000e-04, eta: 13:56:28, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7156, loss_cls: 2.3278, loss: 2.3278, grad_norm: 10.2523 2021-08-17 14:18:00,884 - mmaction - INFO - Epoch [27][820/3520] lr: 5.000e-04, eta: 13:56:16, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7229, loss_cls: 2.2840, loss: 2.2840, grad_norm: 10.0201 2021-08-17 14:18:12,464 - mmaction - INFO - Epoch [27][840/3520] lr: 5.000e-04, eta: 13:56:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7177, loss_cls: 2.3636, loss: 2.3636, grad_norm: 10.5946 2021-08-17 14:18:24,052 - mmaction - INFO - Epoch [27][860/3520] lr: 5.000e-04, eta: 13:55:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3802, top5_acc: 0.6760, loss_cls: 2.4165, loss: 2.4165, grad_norm: 10.5770 2021-08-17 14:18:35,641 - mmaction - INFO - Epoch [27][880/3520] lr: 5.000e-04, eta: 13:55:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7427, loss_cls: 2.2025, loss: 2.2025, grad_norm: 9.9781 2021-08-17 14:18:47,180 - mmaction - INFO - Epoch [27][900/3520] lr: 5.000e-04, eta: 13:55:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7073, loss_cls: 2.3945, loss: 2.3945, grad_norm: 10.7488 2021-08-17 14:18:58,661 - mmaction - INFO - Epoch [27][920/3520] lr: 5.000e-04, eta: 13:55:14, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7073, loss_cls: 2.3992, loss: 2.3992, grad_norm: 10.7205 2021-08-17 14:19:10,208 - mmaction - INFO - Epoch [27][940/3520] lr: 5.000e-04, eta: 13:55:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6958, loss_cls: 2.3694, loss: 2.3694, grad_norm: 10.6664 2021-08-17 14:19:21,740 - mmaction - INFO - Epoch [27][960/3520] lr: 5.000e-04, eta: 13:54:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7125, loss_cls: 2.3106, loss: 2.3106, grad_norm: 10.1159 2021-08-17 14:19:33,232 - mmaction - INFO - Epoch [27][980/3520] lr: 5.000e-04, eta: 13:54:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7260, loss_cls: 2.3133, loss: 2.3133, grad_norm: 10.3355 2021-08-17 14:19:44,799 - mmaction - INFO - Epoch [27][1000/3520] lr: 5.000e-04, eta: 13:54:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7052, loss_cls: 2.3928, loss: 2.3928, grad_norm: 10.5958 2021-08-17 14:19:56,279 - mmaction - INFO - Epoch [27][1020/3520] lr: 5.000e-04, eta: 13:54:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6802, loss_cls: 2.4315, loss: 2.4315, grad_norm: 10.9240 2021-08-17 14:20:07,774 - mmaction - INFO - Epoch [27][1040/3520] lr: 5.000e-04, eta: 13:53:59, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7104, loss_cls: 2.3623, loss: 2.3623, grad_norm: 10.6446 2021-08-17 14:20:19,330 - mmaction - INFO - Epoch [27][1060/3520] lr: 5.000e-04, eta: 13:53:47, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7167, loss_cls: 2.3739, loss: 2.3739, grad_norm: 10.4242 2021-08-17 14:20:30,870 - mmaction - INFO - Epoch [27][1080/3520] lr: 5.000e-04, eta: 13:53:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6937, loss_cls: 2.4441, loss: 2.4441, grad_norm: 10.6077 2021-08-17 14:20:42,459 - mmaction - INFO - Epoch [27][1100/3520] lr: 5.000e-04, eta: 13:53:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.7000, loss_cls: 2.4628, loss: 2.4628, grad_norm: 10.7409 2021-08-17 14:20:54,026 - mmaction - INFO - Epoch [27][1120/3520] lr: 5.000e-04, eta: 13:53:10, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6948, loss_cls: 2.4363, loss: 2.4363, grad_norm: 10.4671 2021-08-17 14:21:05,545 - mmaction - INFO - Epoch [27][1140/3520] lr: 5.000e-04, eta: 13:52:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.4010, loss: 2.4010, grad_norm: 10.5281 2021-08-17 14:21:17,071 - mmaction - INFO - Epoch [27][1160/3520] lr: 5.000e-04, eta: 13:52:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6885, loss_cls: 2.4373, loss: 2.4373, grad_norm: 10.4657 2021-08-17 14:21:28,555 - mmaction - INFO - Epoch [27][1180/3520] lr: 5.000e-04, eta: 13:52:33, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.3965, loss: 2.3965, grad_norm: 10.5679 2021-08-17 14:21:40,036 - mmaction - INFO - Epoch [27][1200/3520] lr: 5.000e-04, eta: 13:52:20, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.7104, loss_cls: 2.3774, loss: 2.3774, grad_norm: 10.3898 2021-08-17 14:21:51,549 - mmaction - INFO - Epoch [27][1220/3520] lr: 5.000e-04, eta: 13:52:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.4525, loss: 2.4525, grad_norm: 10.7950 2021-08-17 14:22:03,122 - mmaction - INFO - Epoch [27][1240/3520] lr: 5.000e-04, eta: 13:51:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6979, loss_cls: 2.4133, loss: 2.4133, grad_norm: 10.9925 2021-08-17 14:22:14,591 - mmaction - INFO - Epoch [27][1260/3520] lr: 5.000e-04, eta: 13:51:43, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7073, loss_cls: 2.3833, loss: 2.3833, grad_norm: 10.2738 2021-08-17 14:22:26,084 - mmaction - INFO - Epoch [27][1280/3520] lr: 5.000e-04, eta: 13:51:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7240, loss_cls: 2.3294, loss: 2.3294, grad_norm: 11.1747 2021-08-17 14:22:37,557 - mmaction - INFO - Epoch [27][1300/3520] lr: 5.000e-04, eta: 13:51:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.7083, loss_cls: 2.3776, loss: 2.3776, grad_norm: 10.9283 2021-08-17 14:22:49,083 - mmaction - INFO - Epoch [27][1320/3520] lr: 5.000e-04, eta: 13:51:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7188, loss_cls: 2.3063, loss: 2.3063, grad_norm: 10.3483 2021-08-17 14:23:00,608 - mmaction - INFO - Epoch [27][1340/3520] lr: 5.000e-04, eta: 13:50:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7104, loss_cls: 2.3362, loss: 2.3362, grad_norm: 10.7472 2021-08-17 14:23:12,166 - mmaction - INFO - Epoch [27][1360/3520] lr: 5.000e-04, eta: 13:50:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6917, loss_cls: 2.4890, loss: 2.4890, grad_norm: 10.8571 2021-08-17 14:23:23,689 - mmaction - INFO - Epoch [27][1380/3520] lr: 5.000e-04, eta: 13:50:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6927, loss_cls: 2.4376, loss: 2.4376, grad_norm: 11.0876 2021-08-17 14:23:35,182 - mmaction - INFO - Epoch [27][1400/3520] lr: 5.000e-04, eta: 13:50:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6854, loss_cls: 2.4610, loss: 2.4610, grad_norm: 10.9434 2021-08-17 14:23:46,802 - mmaction - INFO - Epoch [27][1420/3520] lr: 5.000e-04, eta: 13:50:04, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7104, loss_cls: 2.2972, loss: 2.2972, grad_norm: 10.4518 2021-08-17 14:23:58,470 - mmaction - INFO - Epoch [27][1440/3520] lr: 5.000e-04, eta: 13:49:51, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7021, loss_cls: 2.4069, loss: 2.4069, grad_norm: 10.4026 2021-08-17 14:24:09,954 - mmaction - INFO - Epoch [27][1460/3520] lr: 5.000e-04, eta: 13:49:39, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7167, loss_cls: 2.3387, loss: 2.3387, grad_norm: 10.3762 2021-08-17 14:24:21,453 - mmaction - INFO - Epoch [27][1480/3520] lr: 5.000e-04, eta: 13:49:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7094, loss_cls: 2.3373, loss: 2.3373, grad_norm: 10.7337 2021-08-17 14:24:33,000 - mmaction - INFO - Epoch [27][1500/3520] lr: 5.000e-04, eta: 13:49:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7333, loss_cls: 2.2978, loss: 2.2978, grad_norm: 10.3824 2021-08-17 14:24:44,641 - mmaction - INFO - Epoch [27][1520/3520] lr: 5.000e-04, eta: 13:49:02, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.7083, loss_cls: 2.4016, loss: 2.4016, grad_norm: 10.9205 2021-08-17 14:24:56,108 - mmaction - INFO - Epoch [27][1540/3520] lr: 5.000e-04, eta: 13:48:49, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6990, loss_cls: 2.3858, loss: 2.3858, grad_norm: 10.6050 2021-08-17 14:25:07,697 - mmaction - INFO - Epoch [27][1560/3520] lr: 5.000e-04, eta: 13:48:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7229, loss_cls: 2.3867, loss: 2.3867, grad_norm: 10.6003 2021-08-17 14:25:19,162 - mmaction - INFO - Epoch [27][1580/3520] lr: 5.000e-04, eta: 13:48:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7302, loss_cls: 2.2951, loss: 2.2951, grad_norm: 10.3898 2021-08-17 14:25:30,657 - mmaction - INFO - Epoch [27][1600/3520] lr: 5.000e-04, eta: 13:48:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7083, loss_cls: 2.4055, loss: 2.4055, grad_norm: 10.7403 2021-08-17 14:25:42,268 - mmaction - INFO - Epoch [27][1620/3520] lr: 5.000e-04, eta: 13:48:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6844, loss_cls: 2.4683, loss: 2.4683, grad_norm: 11.0510 2021-08-17 14:25:53,805 - mmaction - INFO - Epoch [27][1640/3520] lr: 5.000e-04, eta: 13:47:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7063, loss_cls: 2.3333, loss: 2.3333, grad_norm: 10.3617 2021-08-17 14:26:05,360 - mmaction - INFO - Epoch [27][1660/3520] lr: 5.000e-04, eta: 13:47:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.3336, loss: 2.3336, grad_norm: 10.8353 2021-08-17 14:26:16,870 - mmaction - INFO - Epoch [27][1680/3520] lr: 5.000e-04, eta: 13:47:22, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3979, top5_acc: 0.7010, loss_cls: 2.4211, loss: 2.4211, grad_norm: 10.8985 2021-08-17 14:26:28,319 - mmaction - INFO - Epoch [27][1700/3520] lr: 5.000e-04, eta: 13:47:10, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7229, loss_cls: 2.3275, loss: 2.3275, grad_norm: 10.6032 2021-08-17 14:26:39,834 - mmaction - INFO - Epoch [27][1720/3520] lr: 5.000e-04, eta: 13:46:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6865, loss_cls: 2.4241, loss: 2.4241, grad_norm: 11.1227 2021-08-17 14:26:51,313 - mmaction - INFO - Epoch [27][1740/3520] lr: 5.000e-04, eta: 13:46:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7250, loss_cls: 2.3106, loss: 2.3106, grad_norm: 10.2129 2021-08-17 14:27:02,732 - mmaction - INFO - Epoch [27][1760/3520] lr: 5.000e-04, eta: 13:46:33, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7156, loss_cls: 2.3775, loss: 2.3775, grad_norm: 10.3659 2021-08-17 14:27:14,247 - mmaction - INFO - Epoch [27][1780/3520] lr: 5.000e-04, eta: 13:46:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7125, loss_cls: 2.3383, loss: 2.3383, grad_norm: 10.3212 2021-08-17 14:27:25,734 - mmaction - INFO - Epoch [27][1800/3520] lr: 5.000e-04, eta: 13:46:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6917, loss_cls: 2.4184, loss: 2.4184, grad_norm: 10.6794 2021-08-17 14:27:37,250 - mmaction - INFO - Epoch [27][1820/3520] lr: 5.000e-04, eta: 13:45:55, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7135, loss_cls: 2.3232, loss: 2.3232, grad_norm: 10.5014 2021-08-17 14:27:48,850 - mmaction - INFO - Epoch [27][1840/3520] lr: 5.000e-04, eta: 13:45:43, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7479, loss_cls: 2.2343, loss: 2.2343, grad_norm: 10.8114 2021-08-17 14:28:00,415 - mmaction - INFO - Epoch [27][1860/3520] lr: 5.000e-04, eta: 13:45:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6948, loss_cls: 2.4310, loss: 2.4310, grad_norm: 10.7518 2021-08-17 14:28:11,913 - mmaction - INFO - Epoch [27][1880/3520] lr: 5.000e-04, eta: 13:45:18, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3823, top5_acc: 0.6844, loss_cls: 2.4544, loss: 2.4544, grad_norm: 10.9417 2021-08-17 14:28:23,423 - mmaction - INFO - Epoch [27][1900/3520] lr: 5.000e-04, eta: 13:45:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7073, loss_cls: 2.3510, loss: 2.3510, grad_norm: 10.3768 2021-08-17 14:28:34,918 - mmaction - INFO - Epoch [27][1920/3520] lr: 5.000e-04, eta: 13:44:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6969, loss_cls: 2.4005, loss: 2.4005, grad_norm: 10.5129 2021-08-17 14:28:46,512 - mmaction - INFO - Epoch [27][1940/3520] lr: 5.000e-04, eta: 13:44:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6833, loss_cls: 2.3966, loss: 2.3966, grad_norm: 10.5749 2021-08-17 14:28:58,092 - mmaction - INFO - Epoch [27][1960/3520] lr: 5.000e-04, eta: 13:44:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6885, loss_cls: 2.4048, loss: 2.4048, grad_norm: 10.3801 2021-08-17 14:29:09,678 - mmaction - INFO - Epoch [27][1980/3520] lr: 5.000e-04, eta: 13:44:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.7083, loss_cls: 2.4479, loss: 2.4479, grad_norm: 11.1603 2021-08-17 14:29:21,189 - mmaction - INFO - Epoch [27][2000/3520] lr: 5.000e-04, eta: 13:44:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6979, loss_cls: 2.3770, loss: 2.3770, grad_norm: 10.5069 2021-08-17 14:29:32,723 - mmaction - INFO - Epoch [27][2020/3520] lr: 5.000e-04, eta: 13:43:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.3673, loss: 2.3673, grad_norm: 10.5714 2021-08-17 14:29:44,202 - mmaction - INFO - Epoch [27][2040/3520] lr: 5.000e-04, eta: 13:43:39, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.6948, loss_cls: 2.3729, loss: 2.3729, grad_norm: 10.6502 2021-08-17 14:29:55,781 - mmaction - INFO - Epoch [27][2060/3520] lr: 5.000e-04, eta: 13:43:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7333, loss_cls: 2.2788, loss: 2.2788, grad_norm: 10.6521 2021-08-17 14:30:07,264 - mmaction - INFO - Epoch [27][2080/3520] lr: 5.000e-04, eta: 13:43:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7250, loss_cls: 2.2178, loss: 2.2178, grad_norm: 10.1873 2021-08-17 14:30:18,808 - mmaction - INFO - Epoch [27][2100/3520] lr: 5.000e-04, eta: 13:43:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7104, loss_cls: 2.3892, loss: 2.3892, grad_norm: 10.4961 2021-08-17 14:30:30,282 - mmaction - INFO - Epoch [27][2120/3520] lr: 5.000e-04, eta: 13:42:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7333, loss_cls: 2.3038, loss: 2.3038, grad_norm: 10.5500 2021-08-17 14:30:41,875 - mmaction - INFO - Epoch [27][2140/3520] lr: 5.000e-04, eta: 13:42:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.7094, loss_cls: 2.3262, loss: 2.3262, grad_norm: 10.4768 2021-08-17 14:30:53,402 - mmaction - INFO - Epoch [27][2160/3520] lr: 5.000e-04, eta: 13:42:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6937, loss_cls: 2.4524, loss: 2.4524, grad_norm: 10.5636 2021-08-17 14:31:04,927 - mmaction - INFO - Epoch [27][2180/3520] lr: 5.000e-04, eta: 13:42:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.7177, loss_cls: 2.3823, loss: 2.3823, grad_norm: 10.5320 2021-08-17 14:31:16,535 - mmaction - INFO - Epoch [27][2200/3520] lr: 5.000e-04, eta: 13:42:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7167, loss_cls: 2.2555, loss: 2.2555, grad_norm: 10.3922 2021-08-17 14:31:28,035 - mmaction - INFO - Epoch [27][2220/3520] lr: 5.000e-04, eta: 13:41:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7094, loss_cls: 2.3380, loss: 2.3380, grad_norm: 10.7707 2021-08-17 14:31:39,478 - mmaction - INFO - Epoch [27][2240/3520] lr: 5.000e-04, eta: 13:41:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6885, loss_cls: 2.4440, loss: 2.4440, grad_norm: 10.5186 2021-08-17 14:31:51,046 - mmaction - INFO - Epoch [27][2260/3520] lr: 5.000e-04, eta: 13:41:23, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.7073, loss_cls: 2.4332, loss: 2.4332, grad_norm: 10.5409 2021-08-17 14:32:02,616 - mmaction - INFO - Epoch [27][2280/3520] lr: 5.000e-04, eta: 13:41:10, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7063, loss_cls: 2.3828, loss: 2.3828, grad_norm: 10.4143 2021-08-17 14:32:14,337 - mmaction - INFO - Epoch [27][2300/3520] lr: 5.000e-04, eta: 13:40:58, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7083, loss_cls: 2.3379, loss: 2.3379, grad_norm: 10.8237 2021-08-17 14:32:25,905 - mmaction - INFO - Epoch [27][2320/3520] lr: 5.000e-04, eta: 13:40:46, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7240, loss_cls: 2.3424, loss: 2.3424, grad_norm: 10.7768 2021-08-17 14:32:37,459 - mmaction - INFO - Epoch [27][2340/3520] lr: 5.000e-04, eta: 13:40:34, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7250, loss_cls: 2.2802, loss: 2.2802, grad_norm: 10.5674 2021-08-17 14:32:48,970 - mmaction - INFO - Epoch [27][2360/3520] lr: 5.000e-04, eta: 13:40:21, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4208, top5_acc: 0.6948, loss_cls: 2.3749, loss: 2.3749, grad_norm: 10.5702 2021-08-17 14:33:00,566 - mmaction - INFO - Epoch [27][2380/3520] lr: 5.000e-04, eta: 13:40:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7167, loss_cls: 2.3009, loss: 2.3009, grad_norm: 10.0760 2021-08-17 14:33:12,125 - mmaction - INFO - Epoch [27][2400/3520] lr: 5.000e-04, eta: 13:39:56, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7094, loss_cls: 2.3584, loss: 2.3584, grad_norm: 10.1840 2021-08-17 14:33:23,619 - mmaction - INFO - Epoch [27][2420/3520] lr: 5.000e-04, eta: 13:39:44, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7052, loss_cls: 2.3822, loss: 2.3822, grad_norm: 10.5747 2021-08-17 14:33:35,170 - mmaction - INFO - Epoch [27][2440/3520] lr: 5.000e-04, eta: 13:39:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3760, top5_acc: 0.6937, loss_cls: 2.4954, loss: 2.4954, grad_norm: 10.5303 2021-08-17 14:33:46,660 - mmaction - INFO - Epoch [27][2460/3520] lr: 5.000e-04, eta: 13:39:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7010, loss_cls: 2.3511, loss: 2.3511, grad_norm: 10.3877 2021-08-17 14:33:58,212 - mmaction - INFO - Epoch [27][2480/3520] lr: 5.000e-04, eta: 13:39:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6823, loss_cls: 2.4844, loss: 2.4844, grad_norm: 10.8862 2021-08-17 14:34:09,732 - mmaction - INFO - Epoch [27][2500/3520] lr: 5.000e-04, eta: 13:38:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7063, loss_cls: 2.3938, loss: 2.3938, grad_norm: 10.6664 2021-08-17 14:34:21,280 - mmaction - INFO - Epoch [27][2520/3520] lr: 5.000e-04, eta: 13:38:42, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7021, loss_cls: 2.3356, loss: 2.3356, grad_norm: 10.2438 2021-08-17 14:34:32,880 - mmaction - INFO - Epoch [27][2540/3520] lr: 5.000e-04, eta: 13:38:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7083, loss_cls: 2.3898, loss: 2.3898, grad_norm: 10.6013 2021-08-17 14:34:44,323 - mmaction - INFO - Epoch [27][2560/3520] lr: 5.000e-04, eta: 13:38:17, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7240, loss_cls: 2.2797, loss: 2.2797, grad_norm: 10.5356 2021-08-17 14:34:55,829 - mmaction - INFO - Epoch [27][2580/3520] lr: 5.000e-04, eta: 13:38:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.6969, loss_cls: 2.4199, loss: 2.4199, grad_norm: 10.4126 2021-08-17 14:35:07,303 - mmaction - INFO - Epoch [27][2600/3520] lr: 5.000e-04, eta: 13:37:52, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7031, loss_cls: 2.3657, loss: 2.3657, grad_norm: 10.5786 2021-08-17 14:35:18,823 - mmaction - INFO - Epoch [27][2620/3520] lr: 5.000e-04, eta: 13:37:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7344, loss_cls: 2.2436, loss: 2.2436, grad_norm: 10.3390 2021-08-17 14:35:30,284 - mmaction - INFO - Epoch [27][2640/3520] lr: 5.000e-04, eta: 13:37:28, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7156, loss_cls: 2.3358, loss: 2.3358, grad_norm: 10.3135 2021-08-17 14:35:41,788 - mmaction - INFO - Epoch [27][2660/3520] lr: 5.000e-04, eta: 13:37:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7031, loss_cls: 2.3744, loss: 2.3744, grad_norm: 10.2374 2021-08-17 14:35:53,284 - mmaction - INFO - Epoch [27][2680/3520] lr: 5.000e-04, eta: 13:37:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7177, loss_cls: 2.3115, loss: 2.3115, grad_norm: 10.4492 2021-08-17 14:36:04,762 - mmaction - INFO - Epoch [27][2700/3520] lr: 5.000e-04, eta: 13:36:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6990, loss_cls: 2.3973, loss: 2.3973, grad_norm: 10.4631 2021-08-17 14:36:16,288 - mmaction - INFO - Epoch [27][2720/3520] lr: 5.000e-04, eta: 13:36:38, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4021, top5_acc: 0.6896, loss_cls: 2.4644, loss: 2.4644, grad_norm: 10.9460 2021-08-17 14:36:27,864 - mmaction - INFO - Epoch [27][2740/3520] lr: 5.000e-04, eta: 13:36:26, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4229, top5_acc: 0.6948, loss_cls: 2.3336, loss: 2.3336, grad_norm: 10.3824 2021-08-17 14:36:39,384 - mmaction - INFO - Epoch [27][2760/3520] lr: 5.000e-04, eta: 13:36:13, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7115, loss_cls: 2.3716, loss: 2.3716, grad_norm: 10.8071 2021-08-17 14:36:50,962 - mmaction - INFO - Epoch [27][2780/3520] lr: 5.000e-04, eta: 13:36:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7385, loss_cls: 2.3113, loss: 2.3113, grad_norm: 10.7003 2021-08-17 14:37:02,483 - mmaction - INFO - Epoch [27][2800/3520] lr: 5.000e-04, eta: 13:35:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6969, loss_cls: 2.3762, loss: 2.3762, grad_norm: 10.7807 2021-08-17 14:37:14,023 - mmaction - INFO - Epoch [27][2820/3520] lr: 5.000e-04, eta: 13:35:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7000, loss_cls: 2.3312, loss: 2.3312, grad_norm: 10.4699 2021-08-17 14:37:25,546 - mmaction - INFO - Epoch [27][2840/3520] lr: 5.000e-04, eta: 13:35:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7188, loss_cls: 2.3376, loss: 2.3376, grad_norm: 10.8284 2021-08-17 14:37:37,056 - mmaction - INFO - Epoch [27][2860/3520] lr: 5.000e-04, eta: 13:35:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7125, loss_cls: 2.3145, loss: 2.3145, grad_norm: 10.3362 2021-08-17 14:37:48,494 - mmaction - INFO - Epoch [27][2880/3520] lr: 5.000e-04, eta: 13:34:59, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7188, loss_cls: 2.2811, loss: 2.2811, grad_norm: 10.0371 2021-08-17 14:38:00,072 - mmaction - INFO - Epoch [27][2900/3520] lr: 5.000e-04, eta: 13:34:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7281, loss_cls: 2.2737, loss: 2.2737, grad_norm: 10.6148 2021-08-17 14:38:11,634 - mmaction - INFO - Epoch [27][2920/3520] lr: 5.000e-04, eta: 13:34:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7333, loss_cls: 2.2610, loss: 2.2610, grad_norm: 10.5472 2021-08-17 14:38:23,117 - mmaction - INFO - Epoch [27][2940/3520] lr: 5.000e-04, eta: 13:34:22, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6958, loss_cls: 2.4120, loss: 2.4120, grad_norm: 10.9428 2021-08-17 14:38:34,660 - mmaction - INFO - Epoch [27][2960/3520] lr: 5.000e-04, eta: 13:34:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7073, loss_cls: 2.3154, loss: 2.3154, grad_norm: 10.3868 2021-08-17 14:38:46,174 - mmaction - INFO - Epoch [27][2980/3520] lr: 5.000e-04, eta: 13:33:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.6990, loss_cls: 2.3522, loss: 2.3522, grad_norm: 10.7266 2021-08-17 14:38:57,755 - mmaction - INFO - Epoch [27][3000/3520] lr: 5.000e-04, eta: 13:33:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7021, loss_cls: 2.3630, loss: 2.3630, grad_norm: 10.7178 2021-08-17 14:39:09,274 - mmaction - INFO - Epoch [27][3020/3520] lr: 5.000e-04, eta: 13:33:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6948, loss_cls: 2.3812, loss: 2.3812, grad_norm: 10.6344 2021-08-17 14:39:20,784 - mmaction - INFO - Epoch [27][3040/3520] lr: 5.000e-04, eta: 13:33:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7104, loss_cls: 2.3249, loss: 2.3249, grad_norm: 10.4528 2021-08-17 14:39:32,318 - mmaction - INFO - Epoch [27][3060/3520] lr: 5.000e-04, eta: 13:33:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7010, loss_cls: 2.3924, loss: 2.3924, grad_norm: 10.8874 2021-08-17 14:39:43,870 - mmaction - INFO - Epoch [27][3080/3520] lr: 5.000e-04, eta: 13:32:55, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6990, loss_cls: 2.3644, loss: 2.3644, grad_norm: 10.6473 2021-08-17 14:39:55,423 - mmaction - INFO - Epoch [27][3100/3520] lr: 5.000e-04, eta: 13:32:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.6979, loss_cls: 2.3843, loss: 2.3843, grad_norm: 10.2234 2021-08-17 14:40:07,001 - mmaction - INFO - Epoch [27][3120/3520] lr: 5.000e-04, eta: 13:32:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7104, loss_cls: 2.3372, loss: 2.3372, grad_norm: 10.3101 2021-08-17 14:40:18,546 - mmaction - INFO - Epoch [27][3140/3520] lr: 5.000e-04, eta: 13:32:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7177, loss_cls: 2.3460, loss: 2.3460, grad_norm: 10.9147 2021-08-17 14:40:30,025 - mmaction - INFO - Epoch [27][3160/3520] lr: 5.000e-04, eta: 13:32:06, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7156, loss_cls: 2.3634, loss: 2.3634, grad_norm: 10.7447 2021-08-17 14:40:41,576 - mmaction - INFO - Epoch [27][3180/3520] lr: 5.000e-04, eta: 13:31:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.6865, loss_cls: 2.3508, loss: 2.3508, grad_norm: 10.4523 2021-08-17 14:40:53,058 - mmaction - INFO - Epoch [27][3200/3520] lr: 5.000e-04, eta: 13:31:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.6917, loss_cls: 2.3986, loss: 2.3986, grad_norm: 10.8765 2021-08-17 14:41:04,643 - mmaction - INFO - Epoch [27][3220/3520] lr: 5.000e-04, eta: 13:31:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7052, loss_cls: 2.4053, loss: 2.4053, grad_norm: 10.8289 2021-08-17 14:41:16,208 - mmaction - INFO - Epoch [27][3240/3520] lr: 5.000e-04, eta: 13:31:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7021, loss_cls: 2.4373, loss: 2.4373, grad_norm: 10.7486 2021-08-17 14:41:27,770 - mmaction - INFO - Epoch [27][3260/3520] lr: 5.000e-04, eta: 13:31:04, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7021, loss_cls: 2.4018, loss: 2.4018, grad_norm: 10.7435 2021-08-17 14:41:39,271 - mmaction - INFO - Epoch [27][3280/3520] lr: 5.000e-04, eta: 13:30:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6802, loss_cls: 2.4724, loss: 2.4724, grad_norm: 11.0603 2021-08-17 14:41:50,781 - mmaction - INFO - Epoch [27][3300/3520] lr: 5.000e-04, eta: 13:30:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.6990, loss_cls: 2.3590, loss: 2.3590, grad_norm: 10.5360 2021-08-17 14:42:02,277 - mmaction - INFO - Epoch [27][3320/3520] lr: 5.000e-04, eta: 13:30:27, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7167, loss_cls: 2.3794, loss: 2.3794, grad_norm: 10.7573 2021-08-17 14:42:13,761 - mmaction - INFO - Epoch [27][3340/3520] lr: 5.000e-04, eta: 13:30:14, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6937, loss_cls: 2.4198, loss: 2.4198, grad_norm: 10.5611 2021-08-17 14:42:25,243 - mmaction - INFO - Epoch [27][3360/3520] lr: 5.000e-04, eta: 13:30:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.7000, loss_cls: 2.4471, loss: 2.4471, grad_norm: 10.7264 2021-08-17 14:42:36,839 - mmaction - INFO - Epoch [27][3380/3520] lr: 5.000e-04, eta: 13:29:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6760, loss_cls: 2.5117, loss: 2.5117, grad_norm: 10.7643 2021-08-17 14:42:48,423 - mmaction - INFO - Epoch [27][3400/3520] lr: 5.000e-04, eta: 13:29:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6969, loss_cls: 2.3854, loss: 2.3854, grad_norm: 10.9775 2021-08-17 14:42:59,906 - mmaction - INFO - Epoch [27][3420/3520] lr: 5.000e-04, eta: 13:29:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7031, loss_cls: 2.3495, loss: 2.3495, grad_norm: 10.7940 2021-08-17 14:43:11,420 - mmaction - INFO - Epoch [27][3440/3520] lr: 5.000e-04, eta: 13:29:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7156, loss_cls: 2.3236, loss: 2.3236, grad_norm: 10.8304 2021-08-17 14:43:22,853 - mmaction - INFO - Epoch [27][3460/3520] lr: 5.000e-04, eta: 13:29:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6906, loss_cls: 2.4174, loss: 2.4174, grad_norm: 10.6024 2021-08-17 14:43:34,356 - mmaction - INFO - Epoch [27][3480/3520] lr: 5.000e-04, eta: 13:28:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7229, loss_cls: 2.3504, loss: 2.3504, grad_norm: 10.5060 2021-08-17 14:43:46,085 - mmaction - INFO - Epoch [27][3500/3520] lr: 5.000e-04, eta: 13:28:36, time: 0.587, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6917, loss_cls: 2.4218, loss: 2.4218, grad_norm: 10.8797 2021-08-17 14:43:57,340 - mmaction - INFO - Epoch [27][3520/3520] lr: 5.000e-04, eta: 13:28:23, time: 0.562, data_time: 0.002, memory: 8335, top1_acc: 0.3924, top5_acc: 0.6772, loss_cls: 2.4558, loss: 2.4558, grad_norm: 10.8358 2021-08-17 14:43:58,980 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-08-17 14:45:17,259 - mmaction - INFO - Epoch [28][20/3520] lr: 5.000e-04, eta: 13:29:07, time: 3.888, data_time: 3.301, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7323, loss_cls: 2.2136, loss: 2.2136, grad_norm: 10.3463 2021-08-17 14:45:28,751 - mmaction - INFO - Epoch [28][40/3520] lr: 5.000e-04, eta: 13:28:55, time: 0.576, data_time: 0.008, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7167, loss_cls: 2.3502, loss: 2.3502, grad_norm: 10.4006 2021-08-17 14:45:40,147 - mmaction - INFO - Epoch [28][60/3520] lr: 5.000e-04, eta: 13:28:42, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3052, loss: 2.3052, grad_norm: 10.9936 2021-08-17 14:45:51,592 - mmaction - INFO - Epoch [28][80/3520] lr: 5.000e-04, eta: 13:28:30, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7240, loss_cls: 2.2714, loss: 2.2714, grad_norm: 10.4422 2021-08-17 14:46:03,091 - mmaction - INFO - Epoch [28][100/3520] lr: 5.000e-04, eta: 13:28:17, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.2812, loss: 2.2812, grad_norm: 10.6790 2021-08-17 14:46:14,644 - mmaction - INFO - Epoch [28][120/3520] lr: 5.000e-04, eta: 13:28:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.7365, loss_cls: 2.2870, loss: 2.2870, grad_norm: 10.6395 2021-08-17 14:46:26,122 - mmaction - INFO - Epoch [28][140/3520] lr: 5.000e-04, eta: 13:27:52, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7104, loss_cls: 2.3706, loss: 2.3706, grad_norm: 10.9926 2021-08-17 14:46:37,615 - mmaction - INFO - Epoch [28][160/3520] lr: 5.000e-04, eta: 13:27:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7198, loss_cls: 2.3007, loss: 2.3007, grad_norm: 10.5593 2021-08-17 14:46:49,161 - mmaction - INFO - Epoch [28][180/3520] lr: 5.000e-04, eta: 13:27:28, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7135, loss_cls: 2.3874, loss: 2.3874, grad_norm: 11.2047 2021-08-17 14:47:00,670 - mmaction - INFO - Epoch [28][200/3520] lr: 5.000e-04, eta: 13:27:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7208, loss_cls: 2.2834, loss: 2.2834, grad_norm: 10.4963 2021-08-17 14:47:12,243 - mmaction - INFO - Epoch [28][220/3520] lr: 5.000e-04, eta: 13:27:03, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7292, loss_cls: 2.2432, loss: 2.2432, grad_norm: 10.5067 2021-08-17 14:47:23,760 - mmaction - INFO - Epoch [28][240/3520] lr: 5.000e-04, eta: 13:26:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7344, loss_cls: 2.2832, loss: 2.2832, grad_norm: 10.5971 2021-08-17 14:47:35,270 - mmaction - INFO - Epoch [28][260/3520] lr: 5.000e-04, eta: 13:26:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7094, loss_cls: 2.3081, loss: 2.3081, grad_norm: 10.6962 2021-08-17 14:47:46,824 - mmaction - INFO - Epoch [28][280/3520] lr: 5.000e-04, eta: 13:26:26, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6979, loss_cls: 2.3987, loss: 2.3987, grad_norm: 10.9076 2021-08-17 14:47:58,370 - mmaction - INFO - Epoch [28][300/3520] lr: 5.000e-04, eta: 13:26:13, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4188, top5_acc: 0.6917, loss_cls: 2.3676, loss: 2.3676, grad_norm: 10.7560 2021-08-17 14:48:10,005 - mmaction - INFO - Epoch [28][320/3520] lr: 5.000e-04, eta: 13:26:01, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7271, loss_cls: 2.2624, loss: 2.2624, grad_norm: 10.4841 2021-08-17 14:48:21,481 - mmaction - INFO - Epoch [28][340/3520] lr: 5.000e-04, eta: 13:25:49, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7177, loss_cls: 2.2865, loss: 2.2865, grad_norm: 10.4199 2021-08-17 14:48:33,044 - mmaction - INFO - Epoch [28][360/3520] lr: 5.000e-04, eta: 13:25:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7188, loss_cls: 2.3236, loss: 2.3236, grad_norm: 11.1091 2021-08-17 14:48:44,515 - mmaction - INFO - Epoch [28][380/3520] lr: 5.000e-04, eta: 13:25:24, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7104, loss_cls: 2.3879, loss: 2.3879, grad_norm: 10.9320 2021-08-17 14:48:55,992 - mmaction - INFO - Epoch [28][400/3520] lr: 5.000e-04, eta: 13:25:11, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.6823, loss_cls: 2.4342, loss: 2.4342, grad_norm: 11.2445 2021-08-17 14:49:07,570 - mmaction - INFO - Epoch [28][420/3520] lr: 5.000e-04, eta: 13:24:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7115, loss_cls: 2.3183, loss: 2.3183, grad_norm: 10.4945 2021-08-17 14:49:19,043 - mmaction - INFO - Epoch [28][440/3520] lr: 5.000e-04, eta: 13:24:47, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6885, loss_cls: 2.4231, loss: 2.4231, grad_norm: 10.9354 2021-08-17 14:49:30,635 - mmaction - INFO - Epoch [28][460/3520] lr: 5.000e-04, eta: 13:24:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7052, loss_cls: 2.3937, loss: 2.3937, grad_norm: 10.7471 2021-08-17 14:49:42,148 - mmaction - INFO - Epoch [28][480/3520] lr: 5.000e-04, eta: 13:24:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.3537, loss: 2.3537, grad_norm: 10.6638 2021-08-17 14:49:53,662 - mmaction - INFO - Epoch [28][500/3520] lr: 5.000e-04, eta: 13:24:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7094, loss_cls: 2.3327, loss: 2.3327, grad_norm: 10.6312 2021-08-17 14:50:05,206 - mmaction - INFO - Epoch [28][520/3520] lr: 5.000e-04, eta: 13:23:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7073, loss_cls: 2.3427, loss: 2.3427, grad_norm: 10.7295 2021-08-17 14:50:16,658 - mmaction - INFO - Epoch [28][540/3520] lr: 5.000e-04, eta: 13:23:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7271, loss_cls: 2.3272, loss: 2.3272, grad_norm: 10.5093 2021-08-17 14:50:28,200 - mmaction - INFO - Epoch [28][560/3520] lr: 5.000e-04, eta: 13:23:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7000, loss_cls: 2.3389, loss: 2.3389, grad_norm: 10.5462 2021-08-17 14:50:39,762 - mmaction - INFO - Epoch [28][580/3520] lr: 5.000e-04, eta: 13:23:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7271, loss_cls: 2.2396, loss: 2.2396, grad_norm: 10.6201 2021-08-17 14:50:51,311 - mmaction - INFO - Epoch [28][600/3520] lr: 5.000e-04, eta: 13:23:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.7000, loss_cls: 2.3575, loss: 2.3575, grad_norm: 10.6998 2021-08-17 14:51:02,783 - mmaction - INFO - Epoch [28][620/3520] lr: 5.000e-04, eta: 13:22:55, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.6979, loss_cls: 2.3597, loss: 2.3597, grad_norm: 10.7926 2021-08-17 14:51:14,339 - mmaction - INFO - Epoch [28][640/3520] lr: 5.000e-04, eta: 13:22:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7146, loss_cls: 2.3264, loss: 2.3264, grad_norm: 10.9255 2021-08-17 14:51:25,896 - mmaction - INFO - Epoch [28][660/3520] lr: 5.000e-04, eta: 13:22:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7146, loss_cls: 2.2722, loss: 2.2722, grad_norm: 10.7319 2021-08-17 14:51:37,387 - mmaction - INFO - Epoch [28][680/3520] lr: 5.000e-04, eta: 13:22:18, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7156, loss_cls: 2.3093, loss: 2.3093, grad_norm: 11.0442 2021-08-17 14:51:48,816 - mmaction - INFO - Epoch [28][700/3520] lr: 5.000e-04, eta: 13:22:05, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7396, loss_cls: 2.2936, loss: 2.2936, grad_norm: 10.7607 2021-08-17 14:52:00,308 - mmaction - INFO - Epoch [28][720/3520] lr: 5.000e-04, eta: 13:21:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7156, loss_cls: 2.2742, loss: 2.2742, grad_norm: 10.5796 2021-08-17 14:52:11,813 - mmaction - INFO - Epoch [28][740/3520] lr: 5.000e-04, eta: 13:21:41, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7031, loss_cls: 2.3551, loss: 2.3551, grad_norm: 10.8241 2021-08-17 14:52:23,271 - mmaction - INFO - Epoch [28][760/3520] lr: 5.000e-04, eta: 13:21:28, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7156, loss_cls: 2.3429, loss: 2.3429, grad_norm: 11.0314 2021-08-17 14:52:34,878 - mmaction - INFO - Epoch [28][780/3520] lr: 5.000e-04, eta: 13:21:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7135, loss_cls: 2.3904, loss: 2.3904, grad_norm: 11.0296 2021-08-17 14:52:46,374 - mmaction - INFO - Epoch [28][800/3520] lr: 5.000e-04, eta: 13:21:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7115, loss_cls: 2.3299, loss: 2.3299, grad_norm: 11.0550 2021-08-17 14:52:57,949 - mmaction - INFO - Epoch [28][820/3520] lr: 5.000e-04, eta: 13:20:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7312, loss_cls: 2.2817, loss: 2.2817, grad_norm: 10.8148 2021-08-17 14:53:09,464 - mmaction - INFO - Epoch [28][840/3520] lr: 5.000e-04, eta: 13:20:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7083, loss_cls: 2.2737, loss: 2.2737, grad_norm: 10.3968 2021-08-17 14:53:21,053 - mmaction - INFO - Epoch [28][860/3520] lr: 5.000e-04, eta: 13:20:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7115, loss_cls: 2.2941, loss: 2.2941, grad_norm: 10.8444 2021-08-17 14:53:32,687 - mmaction - INFO - Epoch [28][880/3520] lr: 5.000e-04, eta: 13:20:14, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6833, loss_cls: 2.4243, loss: 2.4243, grad_norm: 10.9931 2021-08-17 14:53:44,221 - mmaction - INFO - Epoch [28][900/3520] lr: 5.000e-04, eta: 13:20:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7073, loss_cls: 2.3346, loss: 2.3346, grad_norm: 10.8534 2021-08-17 14:53:55,665 - mmaction - INFO - Epoch [28][920/3520] lr: 5.000e-04, eta: 13:19:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6990, loss_cls: 2.3864, loss: 2.3864, grad_norm: 10.5961 2021-08-17 14:54:07,134 - mmaction - INFO - Epoch [28][940/3520] lr: 5.000e-04, eta: 13:19:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6885, loss_cls: 2.4141, loss: 2.4141, grad_norm: 10.9025 2021-08-17 14:54:18,635 - mmaction - INFO - Epoch [28][960/3520] lr: 5.000e-04, eta: 13:19:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3854, top5_acc: 0.6813, loss_cls: 2.4470, loss: 2.4470, grad_norm: 11.3575 2021-08-17 14:54:30,158 - mmaction - INFO - Epoch [28][980/3520] lr: 5.000e-04, eta: 13:19:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6802, loss_cls: 2.4174, loss: 2.4174, grad_norm: 11.0431 2021-08-17 14:54:41,604 - mmaction - INFO - Epoch [28][1000/3520] lr: 5.000e-04, eta: 13:19:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7271, loss_cls: 2.3250, loss: 2.3250, grad_norm: 11.0970 2021-08-17 14:54:53,223 - mmaction - INFO - Epoch [28][1020/3520] lr: 5.000e-04, eta: 13:18:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7104, loss_cls: 2.3296, loss: 2.3296, grad_norm: 10.8634 2021-08-17 14:55:04,740 - mmaction - INFO - Epoch [28][1040/3520] lr: 5.000e-04, eta: 13:18:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.2534, loss: 2.2534, grad_norm: 10.6805 2021-08-17 14:55:16,357 - mmaction - INFO - Epoch [28][1060/3520] lr: 5.000e-04, eta: 13:18:23, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7260, loss_cls: 2.2429, loss: 2.2429, grad_norm: 10.8062 2021-08-17 14:55:27,885 - mmaction - INFO - Epoch [28][1080/3520] lr: 5.000e-04, eta: 13:18:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7094, loss_cls: 2.3311, loss: 2.3311, grad_norm: 10.9807 2021-08-17 14:55:39,397 - mmaction - INFO - Epoch [28][1100/3520] lr: 5.000e-04, eta: 13:17:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7135, loss_cls: 2.3070, loss: 2.3070, grad_norm: 10.7720 2021-08-17 14:55:50,834 - mmaction - INFO - Epoch [28][1120/3520] lr: 5.000e-04, eta: 13:17:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7417, loss_cls: 2.2026, loss: 2.2026, grad_norm: 10.2465 2021-08-17 14:56:02,345 - mmaction - INFO - Epoch [28][1140/3520] lr: 5.000e-04, eta: 13:17:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.3346, loss: 2.3346, grad_norm: 10.9919 2021-08-17 14:56:13,891 - mmaction - INFO - Epoch [28][1160/3520] lr: 5.000e-04, eta: 13:17:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7260, loss_cls: 2.3034, loss: 2.3034, grad_norm: 10.5071 2021-08-17 14:56:25,402 - mmaction - INFO - Epoch [28][1180/3520] lr: 5.000e-04, eta: 13:17:08, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.7083, loss_cls: 2.3881, loss: 2.3881, grad_norm: 10.7110 2021-08-17 14:56:36,878 - mmaction - INFO - Epoch [28][1200/3520] lr: 5.000e-04, eta: 13:16:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6969, loss_cls: 2.3629, loss: 2.3629, grad_norm: 11.1033 2021-08-17 14:56:48,351 - mmaction - INFO - Epoch [28][1220/3520] lr: 5.000e-04, eta: 13:16:43, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7208, loss_cls: 2.3193, loss: 2.3193, grad_norm: 11.0101 2021-08-17 14:56:59,910 - mmaction - INFO - Epoch [28][1240/3520] lr: 5.000e-04, eta: 13:16:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7167, loss_cls: 2.3228, loss: 2.3228, grad_norm: 10.8563 2021-08-17 14:57:11,557 - mmaction - INFO - Epoch [28][1260/3520] lr: 5.000e-04, eta: 13:16:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6875, loss_cls: 2.3949, loss: 2.3949, grad_norm: 10.9474 2021-08-17 14:57:23,084 - mmaction - INFO - Epoch [28][1280/3520] lr: 5.000e-04, eta: 13:16:06, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7042, loss_cls: 2.3737, loss: 2.3737, grad_norm: 10.9893 2021-08-17 14:57:34,650 - mmaction - INFO - Epoch [28][1300/3520] lr: 5.000e-04, eta: 13:15:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.6979, loss_cls: 2.3657, loss: 2.3657, grad_norm: 10.9934 2021-08-17 14:57:46,146 - mmaction - INFO - Epoch [28][1320/3520] lr: 5.000e-04, eta: 13:15:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7031, loss_cls: 2.3973, loss: 2.3973, grad_norm: 11.0890 2021-08-17 14:57:57,655 - mmaction - INFO - Epoch [28][1340/3520] lr: 5.000e-04, eta: 13:15:29, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6906, loss_cls: 2.3775, loss: 2.3775, grad_norm: 11.1206 2021-08-17 14:58:09,114 - mmaction - INFO - Epoch [28][1360/3520] lr: 5.000e-04, eta: 13:15:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7208, loss_cls: 2.2542, loss: 2.2542, grad_norm: 10.3893 2021-08-17 14:58:20,659 - mmaction - INFO - Epoch [28][1380/3520] lr: 5.000e-04, eta: 13:15:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7115, loss_cls: 2.4374, loss: 2.4374, grad_norm: 11.0397 2021-08-17 14:58:32,157 - mmaction - INFO - Epoch [28][1400/3520] lr: 5.000e-04, eta: 13:14:52, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7229, loss_cls: 2.2978, loss: 2.2978, grad_norm: 10.7060 2021-08-17 14:58:43,644 - mmaction - INFO - Epoch [28][1420/3520] lr: 5.000e-04, eta: 13:14:40, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.7042, loss_cls: 2.4063, loss: 2.4063, grad_norm: 11.0320 2021-08-17 14:58:55,202 - mmaction - INFO - Epoch [28][1440/3520] lr: 5.000e-04, eta: 13:14:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.7365, loss_cls: 2.3020, loss: 2.3020, grad_norm: 11.2439 2021-08-17 14:59:06,734 - mmaction - INFO - Epoch [28][1460/3520] lr: 5.000e-04, eta: 13:14:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7229, loss_cls: 2.2987, loss: 2.2987, grad_norm: 11.1138 2021-08-17 14:59:18,305 - mmaction - INFO - Epoch [28][1480/3520] lr: 5.000e-04, eta: 13:14:03, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7198, loss_cls: 2.3183, loss: 2.3183, grad_norm: 10.5592 2021-08-17 14:59:29,867 - mmaction - INFO - Epoch [28][1500/3520] lr: 5.000e-04, eta: 13:13:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7052, loss_cls: 2.4040, loss: 2.4040, grad_norm: 11.1137 2021-08-17 14:59:41,358 - mmaction - INFO - Epoch [28][1520/3520] lr: 5.000e-04, eta: 13:13:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7146, loss_cls: 2.3643, loss: 2.3643, grad_norm: 11.2533 2021-08-17 14:59:52,878 - mmaction - INFO - Epoch [28][1540/3520] lr: 5.000e-04, eta: 13:13:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7188, loss_cls: 2.3359, loss: 2.3359, grad_norm: 11.0865 2021-08-17 15:00:04,424 - mmaction - INFO - Epoch [28][1560/3520] lr: 5.000e-04, eta: 13:13:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7260, loss_cls: 2.2761, loss: 2.2761, grad_norm: 10.6152 2021-08-17 15:00:15,956 - mmaction - INFO - Epoch [28][1580/3520] lr: 5.000e-04, eta: 13:13:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7052, loss_cls: 2.3863, loss: 2.3863, grad_norm: 10.7904 2021-08-17 15:00:27,433 - mmaction - INFO - Epoch [28][1600/3520] lr: 5.000e-04, eta: 13:12:48, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.6979, loss_cls: 2.3549, loss: 2.3549, grad_norm: 10.9898 2021-08-17 15:00:38,956 - mmaction - INFO - Epoch [28][1620/3520] lr: 5.000e-04, eta: 13:12:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7042, loss_cls: 2.3387, loss: 2.3387, grad_norm: 11.3130 2021-08-17 15:00:50,394 - mmaction - INFO - Epoch [28][1640/3520] lr: 5.000e-04, eta: 13:12:24, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4208, top5_acc: 0.6937, loss_cls: 2.3782, loss: 2.3782, grad_norm: 11.1965 2021-08-17 15:01:01,927 - mmaction - INFO - Epoch [28][1660/3520] lr: 5.000e-04, eta: 13:12:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7104, loss_cls: 2.3060, loss: 2.3060, grad_norm: 10.6850 2021-08-17 15:01:13,395 - mmaction - INFO - Epoch [28][1680/3520] lr: 5.000e-04, eta: 13:11:59, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4260, top5_acc: 0.6906, loss_cls: 2.4287, loss: 2.4287, grad_norm: 10.9032 2021-08-17 15:01:24,953 - mmaction - INFO - Epoch [28][1700/3520] lr: 5.000e-04, eta: 13:11:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7188, loss_cls: 2.3986, loss: 2.3986, grad_norm: 11.1971 2021-08-17 15:01:36,400 - mmaction - INFO - Epoch [28][1720/3520] lr: 5.000e-04, eta: 13:11:34, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7167, loss_cls: 2.2844, loss: 2.2844, grad_norm: 10.6961 2021-08-17 15:01:47,957 - mmaction - INFO - Epoch [28][1740/3520] lr: 5.000e-04, eta: 13:11:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7250, loss_cls: 2.2656, loss: 2.2656, grad_norm: 10.8603 2021-08-17 15:01:59,468 - mmaction - INFO - Epoch [28][1760/3520] lr: 5.000e-04, eta: 13:11:09, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7271, loss_cls: 2.3141, loss: 2.3141, grad_norm: 11.0941 2021-08-17 15:02:11,095 - mmaction - INFO - Epoch [28][1780/3520] lr: 5.000e-04, eta: 13:10:57, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7000, loss_cls: 2.3986, loss: 2.3986, grad_norm: 11.0558 2021-08-17 15:02:22,595 - mmaction - INFO - Epoch [28][1800/3520] lr: 5.000e-04, eta: 13:10:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.3880, loss: 2.3880, grad_norm: 10.9435 2021-08-17 15:02:34,198 - mmaction - INFO - Epoch [28][1820/3520] lr: 5.000e-04, eta: 13:10:32, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2702, loss: 2.2702, grad_norm: 10.8255 2021-08-17 15:02:45,759 - mmaction - INFO - Epoch [28][1840/3520] lr: 5.000e-04, eta: 13:10:20, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7125, loss_cls: 2.3440, loss: 2.3440, grad_norm: 11.1668 2021-08-17 15:02:57,242 - mmaction - INFO - Epoch [28][1860/3520] lr: 5.000e-04, eta: 13:10:08, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7031, loss_cls: 2.3520, loss: 2.3520, grad_norm: 10.9773 2021-08-17 15:03:08,780 - mmaction - INFO - Epoch [28][1880/3520] lr: 5.000e-04, eta: 13:09:55, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7052, loss_cls: 2.3815, loss: 2.3815, grad_norm: 11.1219 2021-08-17 15:03:20,375 - mmaction - INFO - Epoch [28][1900/3520] lr: 5.000e-04, eta: 13:09:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7323, loss_cls: 2.3082, loss: 2.3082, grad_norm: 10.9234 2021-08-17 15:03:31,854 - mmaction - INFO - Epoch [28][1920/3520] lr: 5.000e-04, eta: 13:09:31, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6865, loss_cls: 2.3710, loss: 2.3710, grad_norm: 10.8563 2021-08-17 15:03:43,381 - mmaction - INFO - Epoch [28][1940/3520] lr: 5.000e-04, eta: 13:09:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7052, loss_cls: 2.3149, loss: 2.3149, grad_norm: 10.8725 2021-08-17 15:03:54,897 - mmaction - INFO - Epoch [28][1960/3520] lr: 5.000e-04, eta: 13:09:06, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7219, loss_cls: 2.2800, loss: 2.2800, grad_norm: 11.2286 2021-08-17 15:04:06,451 - mmaction - INFO - Epoch [28][1980/3520] lr: 5.000e-04, eta: 13:08:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7177, loss_cls: 2.3052, loss: 2.3052, grad_norm: 10.8709 2021-08-17 15:04:18,018 - mmaction - INFO - Epoch [28][2000/3520] lr: 5.000e-04, eta: 13:08:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7427, loss_cls: 2.2638, loss: 2.2638, grad_norm: 10.6418 2021-08-17 15:04:29,559 - mmaction - INFO - Epoch [28][2020/3520] lr: 5.000e-04, eta: 13:08:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7271, loss_cls: 2.2873, loss: 2.2873, grad_norm: 10.7497 2021-08-17 15:04:41,084 - mmaction - INFO - Epoch [28][2040/3520] lr: 5.000e-04, eta: 13:08:17, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7260, loss_cls: 2.2458, loss: 2.2458, grad_norm: 10.7025 2021-08-17 15:04:52,523 - mmaction - INFO - Epoch [28][2060/3520] lr: 5.000e-04, eta: 13:08:04, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6802, loss_cls: 2.4202, loss: 2.4202, grad_norm: 11.4899 2021-08-17 15:05:04,014 - mmaction - INFO - Epoch [28][2080/3520] lr: 5.000e-04, eta: 13:07:52, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6979, loss_cls: 2.3905, loss: 2.3905, grad_norm: 11.3388 2021-08-17 15:05:15,536 - mmaction - INFO - Epoch [28][2100/3520] lr: 5.000e-04, eta: 13:07:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7042, loss_cls: 2.3240, loss: 2.3240, grad_norm: 10.7645 2021-08-17 15:05:27,049 - mmaction - INFO - Epoch [28][2120/3520] lr: 5.000e-04, eta: 13:07:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7281, loss_cls: 2.3022, loss: 2.3022, grad_norm: 10.9922 2021-08-17 15:05:38,621 - mmaction - INFO - Epoch [28][2140/3520] lr: 5.000e-04, eta: 13:07:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.2209, loss: 2.2209, grad_norm: 10.8909 2021-08-17 15:05:50,176 - mmaction - INFO - Epoch [28][2160/3520] lr: 5.000e-04, eta: 13:07:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.3866, loss: 2.3866, grad_norm: 11.1056 2021-08-17 15:06:01,755 - mmaction - INFO - Epoch [28][2180/3520] lr: 5.000e-04, eta: 13:06:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7260, loss_cls: 2.3460, loss: 2.3460, grad_norm: 10.7887 2021-08-17 15:06:13,263 - mmaction - INFO - Epoch [28][2200/3520] lr: 5.000e-04, eta: 13:06:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7063, loss_cls: 2.3448, loss: 2.3448, grad_norm: 10.8196 2021-08-17 15:06:24,762 - mmaction - INFO - Epoch [28][2220/3520] lr: 5.000e-04, eta: 13:06:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7417, loss_cls: 2.1816, loss: 2.1816, grad_norm: 10.6326 2021-08-17 15:06:36,263 - mmaction - INFO - Epoch [28][2240/3520] lr: 5.000e-04, eta: 13:06:13, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7260, loss_cls: 2.2803, loss: 2.2803, grad_norm: 10.8547 2021-08-17 15:06:47,845 - mmaction - INFO - Epoch [28][2260/3520] lr: 5.000e-04, eta: 13:06:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7156, loss_cls: 2.2778, loss: 2.2778, grad_norm: 10.6113 2021-08-17 15:06:59,333 - mmaction - INFO - Epoch [28][2280/3520] lr: 5.000e-04, eta: 13:05:48, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7063, loss_cls: 2.3385, loss: 2.3385, grad_norm: 10.6931 2021-08-17 15:07:10,835 - mmaction - INFO - Epoch [28][2300/3520] lr: 5.000e-04, eta: 13:05:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.3712, loss: 2.3712, grad_norm: 11.0543 2021-08-17 15:07:22,305 - mmaction - INFO - Epoch [28][2320/3520] lr: 5.000e-04, eta: 13:05:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7271, loss_cls: 2.2959, loss: 2.2959, grad_norm: 11.0056 2021-08-17 15:07:33,859 - mmaction - INFO - Epoch [28][2340/3520] lr: 5.000e-04, eta: 13:05:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7365, loss_cls: 2.2729, loss: 2.2729, grad_norm: 10.8362 2021-08-17 15:07:45,373 - mmaction - INFO - Epoch [28][2360/3520] lr: 5.000e-04, eta: 13:04:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7135, loss_cls: 2.3341, loss: 2.3341, grad_norm: 10.8900 2021-08-17 15:07:56,858 - mmaction - INFO - Epoch [28][2380/3520] lr: 5.000e-04, eta: 13:04:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.6990, loss_cls: 2.3648, loss: 2.3648, grad_norm: 11.3379 2021-08-17 15:08:08,414 - mmaction - INFO - Epoch [28][2400/3520] lr: 5.000e-04, eta: 13:04:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7156, loss_cls: 2.3301, loss: 2.3301, grad_norm: 11.0470 2021-08-17 15:08:20,123 - mmaction - INFO - Epoch [28][2420/3520] lr: 5.000e-04, eta: 13:04:22, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.6833, loss_cls: 2.3620, loss: 2.3620, grad_norm: 11.2788 2021-08-17 15:08:31,599 - mmaction - INFO - Epoch [28][2440/3520] lr: 5.000e-04, eta: 13:04:09, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7281, loss_cls: 2.2727, loss: 2.2727, grad_norm: 10.8564 2021-08-17 15:08:43,100 - mmaction - INFO - Epoch [28][2460/3520] lr: 5.000e-04, eta: 13:03:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7146, loss_cls: 2.3646, loss: 2.3646, grad_norm: 10.9875 2021-08-17 15:08:54,857 - mmaction - INFO - Epoch [28][2480/3520] lr: 5.000e-04, eta: 13:03:45, time: 0.589, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7271, loss_cls: 2.2591, loss: 2.2591, grad_norm: 10.9092 2021-08-17 15:09:06,363 - mmaction - INFO - Epoch [28][2500/3520] lr: 5.000e-04, eta: 13:03:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7021, loss_cls: 2.3370, loss: 2.3370, grad_norm: 11.0890 2021-08-17 15:09:17,993 - mmaction - INFO - Epoch [28][2520/3520] lr: 5.000e-04, eta: 13:03:20, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7229, loss_cls: 2.2965, loss: 2.2965, grad_norm: 10.7881 2021-08-17 15:09:29,712 - mmaction - INFO - Epoch [28][2540/3520] lr: 5.000e-04, eta: 13:03:08, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7208, loss_cls: 2.3643, loss: 2.3643, grad_norm: 11.0730 2021-08-17 15:09:41,204 - mmaction - INFO - Epoch [28][2560/3520] lr: 5.000e-04, eta: 13:02:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.7010, loss_cls: 2.4372, loss: 2.4372, grad_norm: 11.5091 2021-08-17 15:09:52,708 - mmaction - INFO - Epoch [28][2580/3520] lr: 5.000e-04, eta: 13:02:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3865, top5_acc: 0.6865, loss_cls: 2.4476, loss: 2.4476, grad_norm: 11.3348 2021-08-17 15:10:04,157 - mmaction - INFO - Epoch [28][2600/3520] lr: 5.000e-04, eta: 13:02:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6958, loss_cls: 2.3765, loss: 2.3765, grad_norm: 11.3032 2021-08-17 15:10:15,675 - mmaction - INFO - Epoch [28][2620/3520] lr: 5.000e-04, eta: 13:02:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7135, loss_cls: 2.3109, loss: 2.3109, grad_norm: 11.0477 2021-08-17 15:10:27,222 - mmaction - INFO - Epoch [28][2640/3520] lr: 5.000e-04, eta: 13:02:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7167, loss_cls: 2.2792, loss: 2.2792, grad_norm: 10.9695 2021-08-17 15:10:38,737 - mmaction - INFO - Epoch [28][2660/3520] lr: 5.000e-04, eta: 13:01:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7125, loss_cls: 2.3820, loss: 2.3820, grad_norm: 11.2520 2021-08-17 15:10:50,247 - mmaction - INFO - Epoch [28][2680/3520] lr: 5.000e-04, eta: 13:01:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.6948, loss_cls: 2.3504, loss: 2.3504, grad_norm: 11.0019 2021-08-17 15:11:01,798 - mmaction - INFO - Epoch [28][2700/3520] lr: 5.000e-04, eta: 13:01:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7073, loss_cls: 2.2955, loss: 2.2955, grad_norm: 10.9304 2021-08-17 15:11:13,345 - mmaction - INFO - Epoch [28][2720/3520] lr: 5.000e-04, eta: 13:01:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.6927, loss_cls: 2.4040, loss: 2.4040, grad_norm: 11.3609 2021-08-17 15:11:24,859 - mmaction - INFO - Epoch [28][2740/3520] lr: 5.000e-04, eta: 13:01:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7208, loss_cls: 2.3555, loss: 2.3555, grad_norm: 11.0667 2021-08-17 15:11:36,400 - mmaction - INFO - Epoch [28][2760/3520] lr: 5.000e-04, eta: 13:00:52, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7302, loss_cls: 2.2621, loss: 2.2621, grad_norm: 11.1109 2021-08-17 15:11:47,911 - mmaction - INFO - Epoch [28][2780/3520] lr: 5.000e-04, eta: 13:00:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6792, loss_cls: 2.4150, loss: 2.4150, grad_norm: 11.0149 2021-08-17 15:11:59,415 - mmaction - INFO - Epoch [28][2800/3520] lr: 5.000e-04, eta: 13:00:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7438, loss_cls: 2.1983, loss: 2.1983, grad_norm: 10.7750 2021-08-17 15:12:10,933 - mmaction - INFO - Epoch [28][2820/3520] lr: 5.000e-04, eta: 13:00:15, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4052, top5_acc: 0.6927, loss_cls: 2.4106, loss: 2.4106, grad_norm: 11.1853 2021-08-17 15:12:22,411 - mmaction - INFO - Epoch [28][2840/3520] lr: 5.000e-04, eta: 13:00:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7125, loss_cls: 2.3777, loss: 2.3777, grad_norm: 11.1179 2021-08-17 15:12:33,906 - mmaction - INFO - Epoch [28][2860/3520] lr: 5.000e-04, eta: 12:59:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7052, loss_cls: 2.3801, loss: 2.3801, grad_norm: 11.1932 2021-08-17 15:12:45,381 - mmaction - INFO - Epoch [28][2880/3520] lr: 5.000e-04, eta: 12:59:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7500, loss_cls: 2.2650, loss: 2.2650, grad_norm: 10.7261 2021-08-17 15:12:56,892 - mmaction - INFO - Epoch [28][2900/3520] lr: 5.000e-04, eta: 12:59:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7094, loss_cls: 2.3375, loss: 2.3375, grad_norm: 11.1049 2021-08-17 15:13:08,388 - mmaction - INFO - Epoch [28][2920/3520] lr: 5.000e-04, eta: 12:59:13, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.3635, loss: 2.3635, grad_norm: 10.8703 2021-08-17 15:13:19,911 - mmaction - INFO - Epoch [28][2940/3520] lr: 5.000e-04, eta: 12:59:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3833, top5_acc: 0.6979, loss_cls: 2.3793, loss: 2.3793, grad_norm: 11.3977 2021-08-17 15:13:31,425 - mmaction - INFO - Epoch [28][2960/3520] lr: 5.000e-04, eta: 12:58:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.3176, loss: 2.3176, grad_norm: 10.9582 2021-08-17 15:13:43,042 - mmaction - INFO - Epoch [28][2980/3520] lr: 5.000e-04, eta: 12:58:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7021, loss_cls: 2.3214, loss: 2.3214, grad_norm: 11.0988 2021-08-17 15:13:54,581 - mmaction - INFO - Epoch [28][3000/3520] lr: 5.000e-04, eta: 12:58:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7094, loss_cls: 2.3668, loss: 2.3668, grad_norm: 11.3351 2021-08-17 15:14:06,143 - mmaction - INFO - Epoch [28][3020/3520] lr: 5.000e-04, eta: 12:58:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7344, loss_cls: 2.3079, loss: 2.3079, grad_norm: 11.1444 2021-08-17 15:14:17,676 - mmaction - INFO - Epoch [28][3040/3520] lr: 5.000e-04, eta: 12:57:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3812, top5_acc: 0.6906, loss_cls: 2.4435, loss: 2.4435, grad_norm: 11.3893 2021-08-17 15:14:29,180 - mmaction - INFO - Epoch [28][3060/3520] lr: 5.000e-04, eta: 12:57:47, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6969, loss_cls: 2.3829, loss: 2.3829, grad_norm: 11.1081 2021-08-17 15:14:40,713 - mmaction - INFO - Epoch [28][3080/3520] lr: 5.000e-04, eta: 12:57:35, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7167, loss_cls: 2.3631, loss: 2.3631, grad_norm: 11.1320 2021-08-17 15:14:52,271 - mmaction - INFO - Epoch [28][3100/3520] lr: 5.000e-04, eta: 12:57:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7271, loss_cls: 2.2533, loss: 2.2533, grad_norm: 10.9642 2021-08-17 15:15:03,828 - mmaction - INFO - Epoch [28][3120/3520] lr: 5.000e-04, eta: 12:57:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7406, loss_cls: 2.2896, loss: 2.2896, grad_norm: 11.5912 2021-08-17 15:15:15,375 - mmaction - INFO - Epoch [28][3140/3520] lr: 5.000e-04, eta: 12:56:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7135, loss_cls: 2.3372, loss: 2.3372, grad_norm: 10.8074 2021-08-17 15:15:26,873 - mmaction - INFO - Epoch [28][3160/3520] lr: 5.000e-04, eta: 12:56:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.6917, loss_cls: 2.4579, loss: 2.4579, grad_norm: 11.2057 2021-08-17 15:15:38,364 - mmaction - INFO - Epoch [28][3180/3520] lr: 5.000e-04, eta: 12:56:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7073, loss_cls: 2.3856, loss: 2.3856, grad_norm: 11.2309 2021-08-17 15:15:49,926 - mmaction - INFO - Epoch [28][3200/3520] lr: 5.000e-04, eta: 12:56:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6865, loss_cls: 2.3540, loss: 2.3540, grad_norm: 11.1006 2021-08-17 15:16:01,406 - mmaction - INFO - Epoch [28][3220/3520] lr: 5.000e-04, eta: 12:56:08, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7042, loss_cls: 2.4263, loss: 2.4263, grad_norm: 11.0095 2021-08-17 15:16:13,020 - mmaction - INFO - Epoch [28][3240/3520] lr: 5.000e-04, eta: 12:55:56, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7021, loss_cls: 2.3664, loss: 2.3664, grad_norm: 11.2031 2021-08-17 15:16:24,557 - mmaction - INFO - Epoch [28][3260/3520] lr: 5.000e-04, eta: 12:55:43, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.2730, loss: 2.2730, grad_norm: 10.6288 2021-08-17 15:16:36,098 - mmaction - INFO - Epoch [28][3280/3520] lr: 5.000e-04, eta: 12:55:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6906, loss_cls: 2.4166, loss: 2.4166, grad_norm: 11.0582 2021-08-17 15:16:47,683 - mmaction - INFO - Epoch [28][3300/3520] lr: 5.000e-04, eta: 12:55:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.7083, loss_cls: 2.4553, loss: 2.4553, grad_norm: 11.6711 2021-08-17 15:16:59,145 - mmaction - INFO - Epoch [28][3320/3520] lr: 5.000e-04, eta: 12:55:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7354, loss_cls: 2.2820, loss: 2.2820, grad_norm: 11.6359 2021-08-17 15:17:10,608 - mmaction - INFO - Epoch [28][3340/3520] lr: 5.000e-04, eta: 12:54:54, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.3808, loss: 2.3808, grad_norm: 11.2760 2021-08-17 15:17:22,081 - mmaction - INFO - Epoch [28][3360/3520] lr: 5.000e-04, eta: 12:54:42, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6969, loss_cls: 2.3889, loss: 2.3889, grad_norm: 11.2299 2021-08-17 15:17:33,586 - mmaction - INFO - Epoch [28][3380/3520] lr: 5.000e-04, eta: 12:54:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3875, top5_acc: 0.6917, loss_cls: 2.4296, loss: 2.4296, grad_norm: 11.0216 2021-08-17 15:17:45,054 - mmaction - INFO - Epoch [28][3400/3520] lr: 5.000e-04, eta: 12:54:17, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7010, loss_cls: 2.3706, loss: 2.3706, grad_norm: 10.9251 2021-08-17 15:17:56,542 - mmaction - INFO - Epoch [28][3420/3520] lr: 5.000e-04, eta: 12:54:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7250, loss_cls: 2.3474, loss: 2.3474, grad_norm: 10.8864 2021-08-17 15:18:08,082 - mmaction - INFO - Epoch [28][3440/3520] lr: 5.000e-04, eta: 12:53:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7354, loss_cls: 2.2816, loss: 2.2816, grad_norm: 10.9422 2021-08-17 15:18:19,610 - mmaction - INFO - Epoch [28][3460/3520] lr: 5.000e-04, eta: 12:53:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7052, loss_cls: 2.3150, loss: 2.3150, grad_norm: 11.3789 2021-08-17 15:18:31,141 - mmaction - INFO - Epoch [28][3480/3520] lr: 5.000e-04, eta: 12:53:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7021, loss_cls: 2.2683, loss: 2.2683, grad_norm: 11.0622 2021-08-17 15:18:42,613 - mmaction - INFO - Epoch [28][3500/3520] lr: 5.000e-04, eta: 12:53:15, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6927, loss_cls: 2.4228, loss: 2.4228, grad_norm: 11.4706 2021-08-17 15:18:53,667 - mmaction - INFO - Epoch [28][3520/3520] lr: 5.000e-04, eta: 12:53:03, time: 0.553, data_time: 0.002, memory: 8335, top1_acc: 0.4217, top5_acc: 0.7261, loss_cls: 2.3907, loss: 2.3907, grad_norm: 11.1227 2021-08-17 15:18:55,584 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-08-17 15:20:18,213 - mmaction - INFO - Epoch [29][20/3520] lr: 5.000e-04, eta: 12:53:46, time: 4.098, data_time: 3.499, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7156, loss_cls: 2.3168, loss: 2.3168, grad_norm: 10.9948 2021-08-17 15:20:29,759 - mmaction - INFO - Epoch [29][40/3520] lr: 5.000e-04, eta: 12:53:33, time: 0.577, data_time: 0.005, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7271, loss_cls: 2.4125, loss: 2.4125, grad_norm: 11.3266 2021-08-17 15:20:41,172 - mmaction - INFO - Epoch [29][60/3520] lr: 5.000e-04, eta: 12:53:21, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7219, loss_cls: 2.2770, loss: 2.2770, grad_norm: 10.9134 2021-08-17 15:20:52,694 - mmaction - INFO - Epoch [29][80/3520] lr: 5.000e-04, eta: 12:53:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7167, loss_cls: 2.3009, loss: 2.3009, grad_norm: 10.9585 2021-08-17 15:21:04,147 - mmaction - INFO - Epoch [29][100/3520] lr: 5.000e-04, eta: 12:52:56, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7198, loss_cls: 2.2637, loss: 2.2637, grad_norm: 11.1173 2021-08-17 15:21:15,699 - mmaction - INFO - Epoch [29][120/3520] lr: 5.000e-04, eta: 12:52:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7042, loss_cls: 2.3574, loss: 2.3574, grad_norm: 11.3966 2021-08-17 15:21:27,199 - mmaction - INFO - Epoch [29][140/3520] lr: 5.000e-04, eta: 12:52:31, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6927, loss_cls: 2.4279, loss: 2.4279, grad_norm: 11.2359 2021-08-17 15:21:38,712 - mmaction - INFO - Epoch [29][160/3520] lr: 5.000e-04, eta: 12:52:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7010, loss_cls: 2.3981, loss: 2.3981, grad_norm: 10.8882 2021-08-17 15:21:50,207 - mmaction - INFO - Epoch [29][180/3520] lr: 5.000e-04, eta: 12:52:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7073, loss_cls: 2.3632, loss: 2.3632, grad_norm: 10.9186 2021-08-17 15:22:01,811 - mmaction - INFO - Epoch [29][200/3520] lr: 5.000e-04, eta: 12:51:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7177, loss_cls: 2.2639, loss: 2.2639, grad_norm: 10.5383 2021-08-17 15:22:13,317 - mmaction - INFO - Epoch [29][220/3520] lr: 5.000e-04, eta: 12:51:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7229, loss_cls: 2.2744, loss: 2.2744, grad_norm: 11.2083 2021-08-17 15:22:24,813 - mmaction - INFO - Epoch [29][240/3520] lr: 5.000e-04, eta: 12:51:29, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.6948, loss_cls: 2.3769, loss: 2.3769, grad_norm: 11.1054 2021-08-17 15:22:36,371 - mmaction - INFO - Epoch [29][260/3520] lr: 5.000e-04, eta: 12:51:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7281, loss_cls: 2.3050, loss: 2.3050, grad_norm: 10.8691 2021-08-17 15:22:47,924 - mmaction - INFO - Epoch [29][280/3520] lr: 5.000e-04, eta: 12:51:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7302, loss_cls: 2.3159, loss: 2.3159, grad_norm: 11.0179 2021-08-17 15:22:59,407 - mmaction - INFO - Epoch [29][300/3520] lr: 5.000e-04, eta: 12:50:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7271, loss_cls: 2.2562, loss: 2.2562, grad_norm: 11.1004 2021-08-17 15:23:10,912 - mmaction - INFO - Epoch [29][320/3520] lr: 5.000e-04, eta: 12:50:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7240, loss_cls: 2.3054, loss: 2.3054, grad_norm: 11.1383 2021-08-17 15:23:22,396 - mmaction - INFO - Epoch [29][340/3520] lr: 5.000e-04, eta: 12:50:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7271, loss_cls: 2.3170, loss: 2.3170, grad_norm: 11.6250 2021-08-17 15:23:33,933 - mmaction - INFO - Epoch [29][360/3520] lr: 5.000e-04, eta: 12:50:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.4147, loss: 2.4147, grad_norm: 11.6778 2021-08-17 15:23:45,424 - mmaction - INFO - Epoch [29][380/3520] lr: 5.000e-04, eta: 12:50:03, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6885, loss_cls: 2.4497, loss: 2.4497, grad_norm: 11.7591 2021-08-17 15:23:57,016 - mmaction - INFO - Epoch [29][400/3520] lr: 5.000e-04, eta: 12:49:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7104, loss_cls: 2.3274, loss: 2.3274, grad_norm: 11.0665 2021-08-17 15:24:08,492 - mmaction - INFO - Epoch [29][420/3520] lr: 5.000e-04, eta: 12:49:38, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7208, loss_cls: 2.2823, loss: 2.2823, grad_norm: 10.9584 2021-08-17 15:24:19,969 - mmaction - INFO - Epoch [29][440/3520] lr: 5.000e-04, eta: 12:49:26, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7219, loss_cls: 2.3200, loss: 2.3200, grad_norm: 10.9675 2021-08-17 15:24:31,406 - mmaction - INFO - Epoch [29][460/3520] lr: 5.000e-04, eta: 12:49:13, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7219, loss_cls: 2.3105, loss: 2.3105, grad_norm: 10.9991 2021-08-17 15:24:42,978 - mmaction - INFO - Epoch [29][480/3520] lr: 5.000e-04, eta: 12:49:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7292, loss_cls: 2.2702, loss: 2.2702, grad_norm: 11.3215 2021-08-17 15:24:54,505 - mmaction - INFO - Epoch [29][500/3520] lr: 5.000e-04, eta: 12:48:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.1753, loss: 2.1753, grad_norm: 10.7326 2021-08-17 15:25:06,027 - mmaction - INFO - Epoch [29][520/3520] lr: 5.000e-04, eta: 12:48:36, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7177, loss_cls: 2.3029, loss: 2.3029, grad_norm: 11.3642 2021-08-17 15:25:17,490 - mmaction - INFO - Epoch [29][540/3520] lr: 5.000e-04, eta: 12:48:24, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7198, loss_cls: 2.2734, loss: 2.2734, grad_norm: 11.0495 2021-08-17 15:25:29,032 - mmaction - INFO - Epoch [29][560/3520] lr: 5.000e-04, eta: 12:48:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.3211, loss: 2.3211, grad_norm: 11.3337 2021-08-17 15:25:40,516 - mmaction - INFO - Epoch [29][580/3520] lr: 5.000e-04, eta: 12:47:59, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7219, loss_cls: 2.2691, loss: 2.2691, grad_norm: 10.9407 2021-08-17 15:25:52,066 - mmaction - INFO - Epoch [29][600/3520] lr: 5.000e-04, eta: 12:47:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7292, loss_cls: 2.2721, loss: 2.2721, grad_norm: 10.8664 2021-08-17 15:26:03,516 - mmaction - INFO - Epoch [29][620/3520] lr: 5.000e-04, eta: 12:47:35, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7198, loss_cls: 2.2878, loss: 2.2878, grad_norm: 10.9798 2021-08-17 15:26:14,996 - mmaction - INFO - Epoch [29][640/3520] lr: 5.000e-04, eta: 12:47:22, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7073, loss_cls: 2.4156, loss: 2.4156, grad_norm: 11.6961 2021-08-17 15:26:26,540 - mmaction - INFO - Epoch [29][660/3520] lr: 5.000e-04, eta: 12:47:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7115, loss_cls: 2.3405, loss: 2.3405, grad_norm: 11.6178 2021-08-17 15:26:38,045 - mmaction - INFO - Epoch [29][680/3520] lr: 5.000e-04, eta: 12:46:57, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7323, loss_cls: 2.2430, loss: 2.2430, grad_norm: 10.9237 2021-08-17 15:26:49,502 - mmaction - INFO - Epoch [29][700/3520] lr: 5.000e-04, eta: 12:46:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7240, loss_cls: 2.2563, loss: 2.2563, grad_norm: 10.9317 2021-08-17 15:27:00,986 - mmaction - INFO - Epoch [29][720/3520] lr: 5.000e-04, eta: 12:46:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7208, loss_cls: 2.3202, loss: 2.3202, grad_norm: 11.1868 2021-08-17 15:27:12,515 - mmaction - INFO - Epoch [29][740/3520] lr: 5.000e-04, eta: 12:46:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7094, loss_cls: 2.3290, loss: 2.3290, grad_norm: 11.4511 2021-08-17 15:27:24,077 - mmaction - INFO - Epoch [29][760/3520] lr: 5.000e-04, eta: 12:46:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7156, loss_cls: 2.2957, loss: 2.2957, grad_norm: 11.4201 2021-08-17 15:27:35,542 - mmaction - INFO - Epoch [29][780/3520] lr: 5.000e-04, eta: 12:45:56, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6948, loss_cls: 2.3960, loss: 2.3960, grad_norm: 11.1509 2021-08-17 15:27:47,096 - mmaction - INFO - Epoch [29][800/3520] lr: 5.000e-04, eta: 12:45:43, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7010, loss_cls: 2.3632, loss: 2.3632, grad_norm: 11.2148 2021-08-17 15:27:58,615 - mmaction - INFO - Epoch [29][820/3520] lr: 5.000e-04, eta: 12:45:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6865, loss_cls: 2.3959, loss: 2.3959, grad_norm: 11.5418 2021-08-17 15:28:10,125 - mmaction - INFO - Epoch [29][840/3520] lr: 5.000e-04, eta: 12:45:19, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7177, loss_cls: 2.3391, loss: 2.3391, grad_norm: 11.1931 2021-08-17 15:28:21,628 - mmaction - INFO - Epoch [29][860/3520] lr: 5.000e-04, eta: 12:45:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7479, loss_cls: 2.1963, loss: 2.1963, grad_norm: 11.0747 2021-08-17 15:28:33,214 - mmaction - INFO - Epoch [29][880/3520] lr: 5.000e-04, eta: 12:44:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7125, loss_cls: 2.4366, loss: 2.4366, grad_norm: 11.6376 2021-08-17 15:28:44,749 - mmaction - INFO - Epoch [29][900/3520] lr: 5.000e-04, eta: 12:44:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7115, loss_cls: 2.3168, loss: 2.3168, grad_norm: 11.0368 2021-08-17 15:28:56,259 - mmaction - INFO - Epoch [29][920/3520] lr: 5.000e-04, eta: 12:44:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7417, loss_cls: 2.1827, loss: 2.1827, grad_norm: 11.1219 2021-08-17 15:29:07,835 - mmaction - INFO - Epoch [29][940/3520] lr: 5.000e-04, eta: 12:44:17, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1880, loss: 2.1880, grad_norm: 10.6900 2021-08-17 15:29:19,387 - mmaction - INFO - Epoch [29][960/3520] lr: 5.000e-04, eta: 12:44:05, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4365, top5_acc: 0.6948, loss_cls: 2.3324, loss: 2.3324, grad_norm: 10.9697 2021-08-17 15:29:30,878 - mmaction - INFO - Epoch [29][980/3520] lr: 5.000e-04, eta: 12:43:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7115, loss_cls: 2.3753, loss: 2.3753, grad_norm: 11.6997 2021-08-17 15:29:42,400 - mmaction - INFO - Epoch [29][1000/3520] lr: 5.000e-04, eta: 12:43:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7375, loss_cls: 2.2360, loss: 2.2360, grad_norm: 11.0435 2021-08-17 15:29:53,835 - mmaction - INFO - Epoch [29][1020/3520] lr: 5.000e-04, eta: 12:43:27, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7146, loss_cls: 2.3623, loss: 2.3623, grad_norm: 11.2544 2021-08-17 15:30:05,419 - mmaction - INFO - Epoch [29][1040/3520] lr: 5.000e-04, eta: 12:43:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6875, loss_cls: 2.4599, loss: 2.4599, grad_norm: 11.4236 2021-08-17 15:30:16,937 - mmaction - INFO - Epoch [29][1060/3520] lr: 5.000e-04, eta: 12:43:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7115, loss_cls: 2.3151, loss: 2.3151, grad_norm: 11.2007 2021-08-17 15:30:28,412 - mmaction - INFO - Epoch [29][1080/3520] lr: 5.000e-04, eta: 12:42:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7135, loss_cls: 2.3343, loss: 2.3343, grad_norm: 11.3766 2021-08-17 15:30:39,828 - mmaction - INFO - Epoch [29][1100/3520] lr: 5.000e-04, eta: 12:42:38, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.6927, loss_cls: 2.4314, loss: 2.4314, grad_norm: 11.7068 2021-08-17 15:30:51,315 - mmaction - INFO - Epoch [29][1120/3520] lr: 5.000e-04, eta: 12:42:26, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7177, loss_cls: 2.2783, loss: 2.2783, grad_norm: 11.1330 2021-08-17 15:31:02,773 - mmaction - INFO - Epoch [29][1140/3520] lr: 5.000e-04, eta: 12:42:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7073, loss_cls: 2.3249, loss: 2.3249, grad_norm: 11.2383 2021-08-17 15:31:14,311 - mmaction - INFO - Epoch [29][1160/3520] lr: 5.000e-04, eta: 12:42:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7177, loss_cls: 2.3282, loss: 2.3282, grad_norm: 11.2649 2021-08-17 15:31:25,845 - mmaction - INFO - Epoch [29][1180/3520] lr: 5.000e-04, eta: 12:41:49, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7052, loss_cls: 2.3821, loss: 2.3821, grad_norm: 10.9219 2021-08-17 15:31:37,356 - mmaction - INFO - Epoch [29][1200/3520] lr: 5.000e-04, eta: 12:41:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7344, loss_cls: 2.2361, loss: 2.2361, grad_norm: 11.2755 2021-08-17 15:31:48,885 - mmaction - INFO - Epoch [29][1220/3520] lr: 5.000e-04, eta: 12:41:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7250, loss_cls: 2.2855, loss: 2.2855, grad_norm: 11.2297 2021-08-17 15:32:00,582 - mmaction - INFO - Epoch [29][1240/3520] lr: 5.000e-04, eta: 12:41:12, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7010, loss_cls: 2.3602, loss: 2.3602, grad_norm: 11.1179 2021-08-17 15:32:12,238 - mmaction - INFO - Epoch [29][1260/3520] lr: 5.000e-04, eta: 12:40:59, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7281, loss_cls: 2.2833, loss: 2.2833, grad_norm: 11.7380 2021-08-17 15:32:23,792 - mmaction - INFO - Epoch [29][1280/3520] lr: 5.000e-04, eta: 12:40:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7177, loss_cls: 2.3422, loss: 2.3422, grad_norm: 11.5331 2021-08-17 15:32:35,292 - mmaction - INFO - Epoch [29][1300/3520] lr: 5.000e-04, eta: 12:40:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.2248, loss: 2.2248, grad_norm: 10.9451 2021-08-17 15:32:46,784 - mmaction - INFO - Epoch [29][1320/3520] lr: 5.000e-04, eta: 12:40:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7073, loss_cls: 2.3235, loss: 2.3235, grad_norm: 11.4153 2021-08-17 15:32:58,253 - mmaction - INFO - Epoch [29][1340/3520] lr: 5.000e-04, eta: 12:40:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7250, loss_cls: 2.3193, loss: 2.3193, grad_norm: 11.3563 2021-08-17 15:33:09,765 - mmaction - INFO - Epoch [29][1360/3520] lr: 5.000e-04, eta: 12:39:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7135, loss_cls: 2.2979, loss: 2.2979, grad_norm: 11.3611 2021-08-17 15:33:21,180 - mmaction - INFO - Epoch [29][1380/3520] lr: 5.000e-04, eta: 12:39:45, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7167, loss_cls: 2.3606, loss: 2.3606, grad_norm: 11.7189 2021-08-17 15:33:32,679 - mmaction - INFO - Epoch [29][1400/3520] lr: 5.000e-04, eta: 12:39:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7135, loss_cls: 2.3524, loss: 2.3524, grad_norm: 11.0187 2021-08-17 15:33:44,228 - mmaction - INFO - Epoch [29][1420/3520] lr: 5.000e-04, eta: 12:39:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7125, loss_cls: 2.2709, loss: 2.2709, grad_norm: 10.8472 2021-08-17 15:33:55,673 - mmaction - INFO - Epoch [29][1440/3520] lr: 5.000e-04, eta: 12:39:08, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7292, loss_cls: 2.2817, loss: 2.2817, grad_norm: 11.2689 2021-08-17 15:34:07,171 - mmaction - INFO - Epoch [29][1460/3520] lr: 5.000e-04, eta: 12:38:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7167, loss_cls: 2.3388, loss: 2.3388, grad_norm: 11.1888 2021-08-17 15:34:18,685 - mmaction - INFO - Epoch [29][1480/3520] lr: 5.000e-04, eta: 12:38:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7344, loss_cls: 2.2174, loss: 2.2174, grad_norm: 11.1150 2021-08-17 15:34:30,126 - mmaction - INFO - Epoch [29][1500/3520] lr: 5.000e-04, eta: 12:38:31, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.6885, loss_cls: 2.4140, loss: 2.4140, grad_norm: 11.4860 2021-08-17 15:34:41,654 - mmaction - INFO - Epoch [29][1520/3520] lr: 5.000e-04, eta: 12:38:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7240, loss_cls: 2.2941, loss: 2.2941, grad_norm: 11.6353 2021-08-17 15:34:53,106 - mmaction - INFO - Epoch [29][1540/3520] lr: 5.000e-04, eta: 12:38:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6885, loss_cls: 2.4124, loss: 2.4124, grad_norm: 11.3123 2021-08-17 15:35:04,547 - mmaction - INFO - Epoch [29][1560/3520] lr: 5.000e-04, eta: 12:37:54, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7354, loss_cls: 2.2375, loss: 2.2375, grad_norm: 11.3961 2021-08-17 15:35:16,075 - mmaction - INFO - Epoch [29][1580/3520] lr: 5.000e-04, eta: 12:37:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7375, loss_cls: 2.2798, loss: 2.2798, grad_norm: 11.2779 2021-08-17 15:35:27,588 - mmaction - INFO - Epoch [29][1600/3520] lr: 5.000e-04, eta: 12:37:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7177, loss_cls: 2.3312, loss: 2.3312, grad_norm: 11.2051 2021-08-17 15:35:39,027 - mmaction - INFO - Epoch [29][1620/3520] lr: 5.000e-04, eta: 12:37:17, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7146, loss_cls: 2.2738, loss: 2.2738, grad_norm: 11.3062 2021-08-17 15:35:50,607 - mmaction - INFO - Epoch [29][1640/3520] lr: 5.000e-04, eta: 12:37:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7031, loss_cls: 2.3340, loss: 2.3340, grad_norm: 11.4789 2021-08-17 15:36:02,136 - mmaction - INFO - Epoch [29][1660/3520] lr: 5.000e-04, eta: 12:36:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7229, loss_cls: 2.2563, loss: 2.2563, grad_norm: 11.0198 2021-08-17 15:36:13,610 - mmaction - INFO - Epoch [29][1680/3520] lr: 5.000e-04, eta: 12:36:40, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7375, loss_cls: 2.2105, loss: 2.2105, grad_norm: 11.0483 2021-08-17 15:36:25,115 - mmaction - INFO - Epoch [29][1700/3520] lr: 5.000e-04, eta: 12:36:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7177, loss_cls: 2.2918, loss: 2.2918, grad_norm: 11.3173 2021-08-17 15:36:36,674 - mmaction - INFO - Epoch [29][1720/3520] lr: 5.000e-04, eta: 12:36:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7083, loss_cls: 2.3417, loss: 2.3417, grad_norm: 11.3587 2021-08-17 15:36:48,258 - mmaction - INFO - Epoch [29][1740/3520] lr: 5.000e-04, eta: 12:36:03, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7292, loss_cls: 2.3302, loss: 2.3302, grad_norm: 11.5802 2021-08-17 15:36:59,741 - mmaction - INFO - Epoch [29][1760/3520] lr: 5.000e-04, eta: 12:35:51, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7260, loss_cls: 2.3371, loss: 2.3371, grad_norm: 11.2934 2021-08-17 15:37:11,225 - mmaction - INFO - Epoch [29][1780/3520] lr: 5.000e-04, eta: 12:35:38, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7167, loss_cls: 2.2847, loss: 2.2847, grad_norm: 11.3998 2021-08-17 15:37:22,800 - mmaction - INFO - Epoch [29][1800/3520] lr: 5.000e-04, eta: 12:35:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.2343, loss: 2.2343, grad_norm: 11.0721 2021-08-17 15:37:34,364 - mmaction - INFO - Epoch [29][1820/3520] lr: 5.000e-04, eta: 12:35:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7042, loss_cls: 2.3888, loss: 2.3888, grad_norm: 11.4296 2021-08-17 15:37:45,888 - mmaction - INFO - Epoch [29][1840/3520] lr: 5.000e-04, eta: 12:35:01, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7115, loss_cls: 2.3330, loss: 2.3330, grad_norm: 11.4034 2021-08-17 15:37:57,431 - mmaction - INFO - Epoch [29][1860/3520] lr: 5.000e-04, eta: 12:34:49, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7354, loss_cls: 2.2540, loss: 2.2540, grad_norm: 11.1070 2021-08-17 15:38:08,934 - mmaction - INFO - Epoch [29][1880/3520] lr: 5.000e-04, eta: 12:34:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.6969, loss_cls: 2.3177, loss: 2.3177, grad_norm: 11.1870 2021-08-17 15:38:20,386 - mmaction - INFO - Epoch [29][1900/3520] lr: 5.000e-04, eta: 12:34:24, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7333, loss_cls: 2.2753, loss: 2.2753, grad_norm: 10.9448 2021-08-17 15:38:31,894 - mmaction - INFO - Epoch [29][1920/3520] lr: 5.000e-04, eta: 12:34:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7010, loss_cls: 2.3666, loss: 2.3666, grad_norm: 11.4247 2021-08-17 15:38:43,601 - mmaction - INFO - Epoch [29][1940/3520] lr: 5.000e-04, eta: 12:34:00, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7469, loss_cls: 2.1858, loss: 2.1858, grad_norm: 11.3840 2021-08-17 15:38:55,038 - mmaction - INFO - Epoch [29][1960/3520] lr: 5.000e-04, eta: 12:33:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7094, loss_cls: 2.2626, loss: 2.2626, grad_norm: 11.4312 2021-08-17 15:39:06,584 - mmaction - INFO - Epoch [29][1980/3520] lr: 5.000e-04, eta: 12:33:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.6854, loss_cls: 2.4246, loss: 2.4246, grad_norm: 11.3800 2021-08-17 15:39:18,108 - mmaction - INFO - Epoch [29][2000/3520] lr: 5.000e-04, eta: 12:33:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7271, loss_cls: 2.2675, loss: 2.2675, grad_norm: 11.4902 2021-08-17 15:39:29,703 - mmaction - INFO - Epoch [29][2020/3520] lr: 5.000e-04, eta: 12:33:10, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7073, loss_cls: 2.3499, loss: 2.3499, grad_norm: 11.4126 2021-08-17 15:39:41,290 - mmaction - INFO - Epoch [29][2040/3520] lr: 5.000e-04, eta: 12:32:58, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7135, loss_cls: 2.3411, loss: 2.3411, grad_norm: 11.5038 2021-08-17 15:39:52,822 - mmaction - INFO - Epoch [29][2060/3520] lr: 5.000e-04, eta: 12:32:46, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7208, loss_cls: 2.3105, loss: 2.3105, grad_norm: 11.5347 2021-08-17 15:40:04,312 - mmaction - INFO - Epoch [29][2080/3520] lr: 5.000e-04, eta: 12:32:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7385, loss_cls: 2.2351, loss: 2.2351, grad_norm: 11.4447 2021-08-17 15:40:15,821 - mmaction - INFO - Epoch [29][2100/3520] lr: 5.000e-04, eta: 12:32:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7260, loss_cls: 2.2608, loss: 2.2608, grad_norm: 11.0536 2021-08-17 15:40:27,380 - mmaction - INFO - Epoch [29][2120/3520] lr: 5.000e-04, eta: 12:32:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7177, loss_cls: 2.3185, loss: 2.3185, grad_norm: 11.3678 2021-08-17 15:40:38,814 - mmaction - INFO - Epoch [29][2140/3520] lr: 5.000e-04, eta: 12:31:56, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7177, loss_cls: 2.3533, loss: 2.3533, grad_norm: 11.7530 2021-08-17 15:40:50,297 - mmaction - INFO - Epoch [29][2160/3520] lr: 5.000e-04, eta: 12:31:44, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7438, loss_cls: 2.1659, loss: 2.1659, grad_norm: 11.2179 2021-08-17 15:41:01,788 - mmaction - INFO - Epoch [29][2180/3520] lr: 5.000e-04, eta: 12:31:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7396, loss_cls: 2.2212, loss: 2.2212, grad_norm: 11.1971 2021-08-17 15:41:13,316 - mmaction - INFO - Epoch [29][2200/3520] lr: 5.000e-04, eta: 12:31:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7281, loss_cls: 2.3687, loss: 2.3687, grad_norm: 11.5482 2021-08-17 15:41:24,835 - mmaction - INFO - Epoch [29][2220/3520] lr: 5.000e-04, eta: 12:31:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7333, loss_cls: 2.2076, loss: 2.2076, grad_norm: 11.1412 2021-08-17 15:41:36,359 - mmaction - INFO - Epoch [29][2240/3520] lr: 5.000e-04, eta: 12:30:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6979, loss_cls: 2.3856, loss: 2.3856, grad_norm: 11.4107 2021-08-17 15:41:47,803 - mmaction - INFO - Epoch [29][2260/3520] lr: 5.000e-04, eta: 12:30:42, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.7052, loss_cls: 2.3465, loss: 2.3465, grad_norm: 11.5246 2021-08-17 15:41:59,275 - mmaction - INFO - Epoch [29][2280/3520] lr: 5.000e-04, eta: 12:30:30, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7135, loss_cls: 2.3581, loss: 2.3581, grad_norm: 11.3832 2021-08-17 15:42:10,827 - mmaction - INFO - Epoch [29][2300/3520] lr: 5.000e-04, eta: 12:30:18, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7240, loss_cls: 2.3319, loss: 2.3319, grad_norm: 11.6584 2021-08-17 15:42:22,407 - mmaction - INFO - Epoch [29][2320/3520] lr: 5.000e-04, eta: 12:30:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7156, loss_cls: 2.3486, loss: 2.3486, grad_norm: 11.6901 2021-08-17 15:42:33,876 - mmaction - INFO - Epoch [29][2340/3520] lr: 5.000e-04, eta: 12:29:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7354, loss_cls: 2.2565, loss: 2.2565, grad_norm: 11.3907 2021-08-17 15:42:45,518 - mmaction - INFO - Epoch [29][2360/3520] lr: 5.000e-04, eta: 12:29:41, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7219, loss_cls: 2.3238, loss: 2.3238, grad_norm: 11.3332 2021-08-17 15:42:56,991 - mmaction - INFO - Epoch [29][2380/3520] lr: 5.000e-04, eta: 12:29:28, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7344, loss_cls: 2.2894, loss: 2.2894, grad_norm: 11.5115 2021-08-17 15:43:08,640 - mmaction - INFO - Epoch [29][2400/3520] lr: 5.000e-04, eta: 12:29:16, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.2643, loss: 2.2643, grad_norm: 11.5017 2021-08-17 15:43:20,245 - mmaction - INFO - Epoch [29][2420/3520] lr: 5.000e-04, eta: 12:29:04, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7188, loss_cls: 2.3583, loss: 2.3583, grad_norm: 11.6563 2021-08-17 15:43:31,934 - mmaction - INFO - Epoch [29][2440/3520] lr: 5.000e-04, eta: 12:28:52, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7469, loss_cls: 2.2126, loss: 2.2126, grad_norm: 10.9691 2021-08-17 15:43:43,421 - mmaction - INFO - Epoch [29][2460/3520] lr: 5.000e-04, eta: 12:28:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.6906, loss_cls: 2.3646, loss: 2.3646, grad_norm: 11.1339 2021-08-17 15:43:54,933 - mmaction - INFO - Epoch [29][2480/3520] lr: 5.000e-04, eta: 12:28:27, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7271, loss_cls: 2.3180, loss: 2.3180, grad_norm: 11.1581 2021-08-17 15:44:06,435 - mmaction - INFO - Epoch [29][2500/3520] lr: 5.000e-04, eta: 12:28:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7156, loss_cls: 2.3401, loss: 2.3401, grad_norm: 11.1241 2021-08-17 15:44:18,012 - mmaction - INFO - Epoch [29][2520/3520] lr: 5.000e-04, eta: 12:28:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.6958, loss_cls: 2.3468, loss: 2.3468, grad_norm: 11.0995 2021-08-17 15:44:29,537 - mmaction - INFO - Epoch [29][2540/3520] lr: 5.000e-04, eta: 12:27:50, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7156, loss_cls: 2.3007, loss: 2.3007, grad_norm: 11.5056 2021-08-17 15:44:41,015 - mmaction - INFO - Epoch [29][2560/3520] lr: 5.000e-04, eta: 12:27:38, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.6990, loss_cls: 2.3812, loss: 2.3812, grad_norm: 11.3723 2021-08-17 15:44:52,535 - mmaction - INFO - Epoch [29][2580/3520] lr: 5.000e-04, eta: 12:27:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7115, loss_cls: 2.4088, loss: 2.4088, grad_norm: 11.9323 2021-08-17 15:45:04,080 - mmaction - INFO - Epoch [29][2600/3520] lr: 5.000e-04, eta: 12:27:13, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7073, loss_cls: 2.3218, loss: 2.3218, grad_norm: 11.8172 2021-08-17 15:45:15,542 - mmaction - INFO - Epoch [29][2620/3520] lr: 5.000e-04, eta: 12:27:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7042, loss_cls: 2.3504, loss: 2.3504, grad_norm: 11.5751 2021-08-17 15:45:27,085 - mmaction - INFO - Epoch [29][2640/3520] lr: 5.000e-04, eta: 12:26:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7146, loss_cls: 2.2965, loss: 2.2965, grad_norm: 11.6427 2021-08-17 15:45:38,585 - mmaction - INFO - Epoch [29][2660/3520] lr: 5.000e-04, eta: 12:26:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7458, loss_cls: 2.2632, loss: 2.2632, grad_norm: 11.2931 2021-08-17 15:45:50,099 - mmaction - INFO - Epoch [29][2680/3520] lr: 5.000e-04, eta: 12:26:24, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7042, loss_cls: 2.3469, loss: 2.3469, grad_norm: 11.3818 2021-08-17 15:46:01,598 - mmaction - INFO - Epoch [29][2700/3520] lr: 5.000e-04, eta: 12:26:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7125, loss_cls: 2.3627, loss: 2.3627, grad_norm: 11.3357 2021-08-17 15:46:13,146 - mmaction - INFO - Epoch [29][2720/3520] lr: 5.000e-04, eta: 12:25:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.6979, loss_cls: 2.3398, loss: 2.3398, grad_norm: 11.5249 2021-08-17 15:46:24,628 - mmaction - INFO - Epoch [29][2740/3520] lr: 5.000e-04, eta: 12:25:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.3926, loss: 2.3926, grad_norm: 11.3954 2021-08-17 15:46:36,174 - mmaction - INFO - Epoch [29][2760/3520] lr: 5.000e-04, eta: 12:25:34, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.3773, loss: 2.3773, grad_norm: 11.2474 2021-08-17 15:46:47,666 - mmaction - INFO - Epoch [29][2780/3520] lr: 5.000e-04, eta: 12:25:22, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.7021, loss_cls: 2.3680, loss: 2.3680, grad_norm: 11.7721 2021-08-17 15:46:59,143 - mmaction - INFO - Epoch [29][2800/3520] lr: 5.000e-04, eta: 12:25:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7240, loss_cls: 2.3368, loss: 2.3368, grad_norm: 11.5725 2021-08-17 15:47:10,713 - mmaction - INFO - Epoch [29][2820/3520] lr: 5.000e-04, eta: 12:24:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7208, loss_cls: 2.3196, loss: 2.3196, grad_norm: 11.3443 2021-08-17 15:47:22,268 - mmaction - INFO - Epoch [29][2840/3520] lr: 5.000e-04, eta: 12:24:45, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.6990, loss_cls: 2.3409, loss: 2.3409, grad_norm: 11.3841 2021-08-17 15:47:33,762 - mmaction - INFO - Epoch [29][2860/3520] lr: 5.000e-04, eta: 12:24:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7365, loss_cls: 2.2308, loss: 2.2308, grad_norm: 11.1347 2021-08-17 15:47:45,236 - mmaction - INFO - Epoch [29][2880/3520] lr: 5.000e-04, eta: 12:24:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7042, loss_cls: 2.3341, loss: 2.3341, grad_norm: 10.9289 2021-08-17 15:47:56,842 - mmaction - INFO - Epoch [29][2900/3520] lr: 5.000e-04, eta: 12:24:08, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7292, loss_cls: 2.3321, loss: 2.3321, grad_norm: 11.3139 2021-08-17 15:48:08,292 - mmaction - INFO - Epoch [29][2920/3520] lr: 5.000e-04, eta: 12:23:56, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6990, loss_cls: 2.4507, loss: 2.4507, grad_norm: 11.8217 2021-08-17 15:48:19,779 - mmaction - INFO - Epoch [29][2940/3520] lr: 5.000e-04, eta: 12:23:44, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7250, loss_cls: 2.2884, loss: 2.2884, grad_norm: 11.0850 2021-08-17 15:48:31,259 - mmaction - INFO - Epoch [29][2960/3520] lr: 5.000e-04, eta: 12:23:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7240, loss_cls: 2.2835, loss: 2.2835, grad_norm: 11.5999 2021-08-17 15:48:42,874 - mmaction - INFO - Epoch [29][2980/3520] lr: 5.000e-04, eta: 12:23:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7271, loss_cls: 2.2422, loss: 2.2422, grad_norm: 11.2826 2021-08-17 15:48:54,417 - mmaction - INFO - Epoch [29][3000/3520] lr: 5.000e-04, eta: 12:23:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.7052, loss_cls: 2.3694, loss: 2.3694, grad_norm: 11.5839 2021-08-17 15:49:06,006 - mmaction - INFO - Epoch [29][3020/3520] lr: 5.000e-04, eta: 12:22:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7271, loss_cls: 2.2529, loss: 2.2529, grad_norm: 11.4051 2021-08-17 15:49:17,584 - mmaction - INFO - Epoch [29][3040/3520] lr: 5.000e-04, eta: 12:22:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.7156, loss_cls: 2.3265, loss: 2.3265, grad_norm: 11.7217 2021-08-17 15:49:29,262 - mmaction - INFO - Epoch [29][3060/3520] lr: 5.000e-04, eta: 12:22:30, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7135, loss_cls: 2.3022, loss: 2.3022, grad_norm: 11.4467 2021-08-17 15:49:40,817 - mmaction - INFO - Epoch [29][3080/3520] lr: 5.000e-04, eta: 12:22:18, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7240, loss_cls: 2.2462, loss: 2.2462, grad_norm: 10.8809 2021-08-17 15:49:52,319 - mmaction - INFO - Epoch [29][3100/3520] lr: 5.000e-04, eta: 12:22:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7125, loss_cls: 2.3535, loss: 2.3535, grad_norm: 11.6499 2021-08-17 15:50:03,859 - mmaction - INFO - Epoch [29][3120/3520] lr: 5.000e-04, eta: 12:21:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.2292, loss: 2.2292, grad_norm: 11.1125 2021-08-17 15:50:15,394 - mmaction - INFO - Epoch [29][3140/3520] lr: 5.000e-04, eta: 12:21:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7385, loss_cls: 2.2807, loss: 2.2807, grad_norm: 11.2376 2021-08-17 15:50:26,867 - mmaction - INFO - Epoch [29][3160/3520] lr: 5.000e-04, eta: 12:21:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7250, loss_cls: 2.2757, loss: 2.2757, grad_norm: 11.2833 2021-08-17 15:50:38,445 - mmaction - INFO - Epoch [29][3180/3520] lr: 5.000e-04, eta: 12:21:16, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7104, loss_cls: 2.3327, loss: 2.3327, grad_norm: 11.1767 2021-08-17 15:50:49,986 - mmaction - INFO - Epoch [29][3200/3520] lr: 5.000e-04, eta: 12:21:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3979, top5_acc: 0.7135, loss_cls: 2.3259, loss: 2.3259, grad_norm: 11.0401 2021-08-17 15:51:01,567 - mmaction - INFO - Epoch [29][3220/3520] lr: 5.000e-04, eta: 12:20:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7198, loss_cls: 2.2733, loss: 2.2733, grad_norm: 11.5663 2021-08-17 15:51:13,016 - mmaction - INFO - Epoch [29][3240/3520] lr: 5.000e-04, eta: 12:20:39, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7198, loss_cls: 2.3795, loss: 2.3795, grad_norm: 11.5779 2021-08-17 15:51:24,563 - mmaction - INFO - Epoch [29][3260/3520] lr: 5.000e-04, eta: 12:20:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7021, loss_cls: 2.3682, loss: 2.3682, grad_norm: 11.5359 2021-08-17 15:51:36,107 - mmaction - INFO - Epoch [29][3280/3520] lr: 5.000e-04, eta: 12:20:15, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7146, loss_cls: 2.3243, loss: 2.3243, grad_norm: 11.4893 2021-08-17 15:51:47,635 - mmaction - INFO - Epoch [29][3300/3520] lr: 5.000e-04, eta: 12:20:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7292, loss_cls: 2.3619, loss: 2.3619, grad_norm: 11.8807 2021-08-17 15:51:59,131 - mmaction - INFO - Epoch [29][3320/3520] lr: 5.000e-04, eta: 12:19:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7031, loss_cls: 2.3705, loss: 2.3705, grad_norm: 11.6835 2021-08-17 15:52:10,675 - mmaction - INFO - Epoch [29][3340/3520] lr: 5.000e-04, eta: 12:19:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7188, loss_cls: 2.2693, loss: 2.2693, grad_norm: 11.6847 2021-08-17 15:52:22,326 - mmaction - INFO - Epoch [29][3360/3520] lr: 5.000e-04, eta: 12:19:25, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.2278, loss: 2.2278, grad_norm: 11.2343 2021-08-17 15:52:33,912 - mmaction - INFO - Epoch [29][3380/3520] lr: 5.000e-04, eta: 12:19:13, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4094, top5_acc: 0.6958, loss_cls: 2.3591, loss: 2.3591, grad_norm: 11.8877 2021-08-17 15:52:45,451 - mmaction - INFO - Epoch [29][3400/3520] lr: 5.000e-04, eta: 12:19:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7094, loss_cls: 2.3140, loss: 2.3140, grad_norm: 11.0521 2021-08-17 15:52:57,052 - mmaction - INFO - Epoch [29][3420/3520] lr: 5.000e-04, eta: 12:18:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7115, loss_cls: 2.3299, loss: 2.3299, grad_norm: 11.4539 2021-08-17 15:53:08,618 - mmaction - INFO - Epoch [29][3440/3520] lr: 5.000e-04, eta: 12:18:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7052, loss_cls: 2.3927, loss: 2.3927, grad_norm: 11.7373 2021-08-17 15:53:20,078 - mmaction - INFO - Epoch [29][3460/3520] lr: 5.000e-04, eta: 12:18:24, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7021, loss_cls: 2.3631, loss: 2.3631, grad_norm: 11.6492 2021-08-17 15:53:31,569 - mmaction - INFO - Epoch [29][3480/3520] lr: 5.000e-04, eta: 12:18:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3937, top5_acc: 0.6906, loss_cls: 2.4277, loss: 2.4277, grad_norm: 11.6329 2021-08-17 15:53:43,072 - mmaction - INFO - Epoch [29][3500/3520] lr: 5.000e-04, eta: 12:17:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7073, loss_cls: 2.3405, loss: 2.3405, grad_norm: 11.4438 2021-08-17 15:53:54,158 - mmaction - INFO - Epoch [29][3520/3520] lr: 5.000e-04, eta: 12:17:47, time: 0.555, data_time: 0.002, memory: 8335, top1_acc: 0.4217, top5_acc: 0.7076, loss_cls: 2.3601, loss: 2.3601, grad_norm: 11.7746 2021-08-17 15:53:59,309 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-08-17 15:56:04,525 - mmaction - INFO - Epoch [30][20/3520] lr: 5.000e-04, eta: 12:18:56, time: 6.215, data_time: 5.611, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2765, loss: 2.2765, grad_norm: 11.6850 2021-08-17 15:56:16,020 - mmaction - INFO - Epoch [30][40/3520] lr: 5.000e-04, eta: 12:18:44, time: 0.577, data_time: 0.007, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7219, loss_cls: 2.3375, loss: 2.3375, grad_norm: 11.5976 2021-08-17 15:56:27,418 - mmaction - INFO - Epoch [30][60/3520] lr: 5.000e-04, eta: 12:18:31, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7104, loss_cls: 2.2993, loss: 2.2993, grad_norm: 11.4210 2021-08-17 15:56:38,934 - mmaction - INFO - Epoch [30][80/3520] lr: 5.000e-04, eta: 12:18:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7271, loss_cls: 2.3084, loss: 2.3084, grad_norm: 11.4914 2021-08-17 15:56:50,521 - mmaction - INFO - Epoch [30][100/3520] lr: 5.000e-04, eta: 12:18:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7271, loss_cls: 2.3197, loss: 2.3197, grad_norm: 11.2958 2021-08-17 15:57:02,026 - mmaction - INFO - Epoch [30][120/3520] lr: 5.000e-04, eta: 12:17:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7063, loss_cls: 2.3490, loss: 2.3490, grad_norm: 11.8048 2021-08-17 15:57:13,508 - mmaction - INFO - Epoch [30][140/3520] lr: 5.000e-04, eta: 12:17:42, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7208, loss_cls: 2.2718, loss: 2.2718, grad_norm: 11.3783 2021-08-17 15:57:25,059 - mmaction - INFO - Epoch [30][160/3520] lr: 5.000e-04, eta: 12:17:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7385, loss_cls: 2.2358, loss: 2.2358, grad_norm: 11.2734 2021-08-17 15:57:36,527 - mmaction - INFO - Epoch [30][180/3520] lr: 5.000e-04, eta: 12:17:17, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7146, loss_cls: 2.3091, loss: 2.3091, grad_norm: 11.1673 2021-08-17 15:57:48,095 - mmaction - INFO - Epoch [30][200/3520] lr: 5.000e-04, eta: 12:17:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7229, loss_cls: 2.3065, loss: 2.3065, grad_norm: 11.9784 2021-08-17 15:57:59,545 - mmaction - INFO - Epoch [30][220/3520] lr: 5.000e-04, eta: 12:16:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7375, loss_cls: 2.2949, loss: 2.2949, grad_norm: 11.1956 2021-08-17 15:58:11,001 - mmaction - INFO - Epoch [30][240/3520] lr: 5.000e-04, eta: 12:16:40, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7333, loss_cls: 2.2150, loss: 2.2150, grad_norm: 11.0813 2021-08-17 15:58:22,502 - mmaction - INFO - Epoch [30][260/3520] lr: 5.000e-04, eta: 12:16:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7104, loss_cls: 2.3110, loss: 2.3110, grad_norm: 11.3798 2021-08-17 15:58:33,954 - mmaction - INFO - Epoch [30][280/3520] lr: 5.000e-04, eta: 12:16:15, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7000, loss_cls: 2.4194, loss: 2.4194, grad_norm: 11.9488 2021-08-17 15:58:45,597 - mmaction - INFO - Epoch [30][300/3520] lr: 5.000e-04, eta: 12:16:03, time: 0.583, data_time: 0.001, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7510, loss_cls: 2.1681, loss: 2.1681, grad_norm: 11.2513 2021-08-17 15:58:57,101 - mmaction - INFO - Epoch [30][320/3520] lr: 5.000e-04, eta: 12:15:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7240, loss_cls: 2.2603, loss: 2.2603, grad_norm: 11.4257 2021-08-17 15:59:08,605 - mmaction - INFO - Epoch [30][340/3520] lr: 5.000e-04, eta: 12:15:38, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7365, loss_cls: 2.2329, loss: 2.2329, grad_norm: 11.1553 2021-08-17 15:59:20,120 - mmaction - INFO - Epoch [30][360/3520] lr: 5.000e-04, eta: 12:15:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6969, loss_cls: 2.3287, loss: 2.3287, grad_norm: 11.8111 2021-08-17 15:59:31,657 - mmaction - INFO - Epoch [30][380/3520] lr: 5.000e-04, eta: 12:15:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7250, loss_cls: 2.2260, loss: 2.2260, grad_norm: 11.4160 2021-08-17 15:59:43,169 - mmaction - INFO - Epoch [30][400/3520] lr: 5.000e-04, eta: 12:15:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7281, loss_cls: 2.2581, loss: 2.2581, grad_norm: 11.5406 2021-08-17 15:59:54,638 - mmaction - INFO - Epoch [30][420/3520] lr: 5.000e-04, eta: 12:14:49, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7115, loss_cls: 2.3348, loss: 2.3348, grad_norm: 11.9274 2021-08-17 16:00:06,192 - mmaction - INFO - Epoch [30][440/3520] lr: 5.000e-04, eta: 12:14:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7281, loss_cls: 2.3165, loss: 2.3165, grad_norm: 11.4634 2021-08-17 16:00:17,735 - mmaction - INFO - Epoch [30][460/3520] lr: 5.000e-04, eta: 12:14:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.6958, loss_cls: 2.3521, loss: 2.3521, grad_norm: 11.7102 2021-08-17 16:00:29,250 - mmaction - INFO - Epoch [30][480/3520] lr: 5.000e-04, eta: 12:14:12, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7396, loss_cls: 2.1933, loss: 2.1933, grad_norm: 11.4648 2021-08-17 16:00:40,757 - mmaction - INFO - Epoch [30][500/3520] lr: 5.000e-04, eta: 12:14:00, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7083, loss_cls: 2.3397, loss: 2.3397, grad_norm: 11.6107 2021-08-17 16:00:52,244 - mmaction - INFO - Epoch [30][520/3520] lr: 5.000e-04, eta: 12:13:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7406, loss_cls: 2.2487, loss: 2.2487, grad_norm: 11.4952 2021-08-17 16:01:03,746 - mmaction - INFO - Epoch [30][540/3520] lr: 5.000e-04, eta: 12:13:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7219, loss_cls: 2.2433, loss: 2.2433, grad_norm: 10.8922 2021-08-17 16:01:15,296 - mmaction - INFO - Epoch [30][560/3520] lr: 5.000e-04, eta: 12:13:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7208, loss_cls: 2.2835, loss: 2.2835, grad_norm: 11.8568 2021-08-17 16:01:26,809 - mmaction - INFO - Epoch [30][580/3520] lr: 5.000e-04, eta: 12:13:10, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7281, loss_cls: 2.2332, loss: 2.2332, grad_norm: 11.1402 2021-08-17 16:01:38,341 - mmaction - INFO - Epoch [30][600/3520] lr: 5.000e-04, eta: 12:12:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7073, loss_cls: 2.3092, loss: 2.3092, grad_norm: 11.5630 2021-08-17 16:01:49,817 - mmaction - INFO - Epoch [30][620/3520] lr: 5.000e-04, eta: 12:12:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7146, loss_cls: 2.2929, loss: 2.2929, grad_norm: 11.0444 2021-08-17 16:02:01,304 - mmaction - INFO - Epoch [30][640/3520] lr: 5.000e-04, eta: 12:12:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7406, loss_cls: 2.1988, loss: 2.1988, grad_norm: 11.9468 2021-08-17 16:02:12,798 - mmaction - INFO - Epoch [30][660/3520] lr: 5.000e-04, eta: 12:12:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7417, loss_cls: 2.1748, loss: 2.1748, grad_norm: 11.2485 2021-08-17 16:02:24,342 - mmaction - INFO - Epoch [30][680/3520] lr: 5.000e-04, eta: 12:12:09, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7333, loss_cls: 2.2573, loss: 2.2573, grad_norm: 11.6336 2021-08-17 16:02:35,876 - mmaction - INFO - Epoch [30][700/3520] lr: 5.000e-04, eta: 12:11:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7344, loss_cls: 2.2909, loss: 2.2909, grad_norm: 11.4007 2021-08-17 16:02:47,519 - mmaction - INFO - Epoch [30][720/3520] lr: 5.000e-04, eta: 12:11:44, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7229, loss_cls: 2.2750, loss: 2.2750, grad_norm: 11.7160 2021-08-17 16:02:59,017 - mmaction - INFO - Epoch [30][740/3520] lr: 5.000e-04, eta: 12:11:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7021, loss_cls: 2.3269, loss: 2.3269, grad_norm: 11.2536 2021-08-17 16:03:10,497 - mmaction - INFO - Epoch [30][760/3520] lr: 5.000e-04, eta: 12:11:19, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7208, loss_cls: 2.2904, loss: 2.2904, grad_norm: 11.7451 2021-08-17 16:03:22,005 - mmaction - INFO - Epoch [30][780/3520] lr: 5.000e-04, eta: 12:11:07, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7167, loss_cls: 2.2800, loss: 2.2800, grad_norm: 11.6017 2021-08-17 16:03:33,475 - mmaction - INFO - Epoch [30][800/3520] lr: 5.000e-04, eta: 12:10:55, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7094, loss_cls: 2.3167, loss: 2.3167, grad_norm: 11.6591 2021-08-17 16:03:45,012 - mmaction - INFO - Epoch [30][820/3520] lr: 5.000e-04, eta: 12:10:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7104, loss_cls: 2.2861, loss: 2.2861, grad_norm: 11.5471 2021-08-17 16:03:56,628 - mmaction - INFO - Epoch [30][840/3520] lr: 5.000e-04, eta: 12:10:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7156, loss_cls: 2.2461, loss: 2.2461, grad_norm: 11.4793 2021-08-17 16:04:08,188 - mmaction - INFO - Epoch [30][860/3520] lr: 5.000e-04, eta: 12:10:18, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7219, loss_cls: 2.3038, loss: 2.3038, grad_norm: 11.5592 2021-08-17 16:04:19,755 - mmaction - INFO - Epoch [30][880/3520] lr: 5.000e-04, eta: 12:10:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7323, loss_cls: 2.2984, loss: 2.2984, grad_norm: 11.6236 2021-08-17 16:04:31,233 - mmaction - INFO - Epoch [30][900/3520] lr: 5.000e-04, eta: 12:09:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7365, loss_cls: 2.2018, loss: 2.2018, grad_norm: 11.8859 2021-08-17 16:04:42,767 - mmaction - INFO - Epoch [30][920/3520] lr: 5.000e-04, eta: 12:09:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7021, loss_cls: 2.3680, loss: 2.3680, grad_norm: 11.7451 2021-08-17 16:04:54,211 - mmaction - INFO - Epoch [30][940/3520] lr: 5.000e-04, eta: 12:09:28, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7115, loss_cls: 2.3388, loss: 2.3388, grad_norm: 11.6465 2021-08-17 16:05:05,817 - mmaction - INFO - Epoch [30][960/3520] lr: 5.000e-04, eta: 12:09:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7167, loss_cls: 2.2994, loss: 2.2994, grad_norm: 11.5439 2021-08-17 16:05:17,316 - mmaction - INFO - Epoch [30][980/3520] lr: 5.000e-04, eta: 12:09:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7344, loss_cls: 2.2631, loss: 2.2631, grad_norm: 11.5056 2021-08-17 16:05:28,795 - mmaction - INFO - Epoch [30][1000/3520] lr: 5.000e-04, eta: 12:08:51, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7188, loss_cls: 2.2602, loss: 2.2602, grad_norm: 11.3559 2021-08-17 16:05:40,330 - mmaction - INFO - Epoch [30][1020/3520] lr: 5.000e-04, eta: 12:08:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7229, loss_cls: 2.2455, loss: 2.2455, grad_norm: 11.7162 2021-08-17 16:05:51,895 - mmaction - INFO - Epoch [30][1040/3520] lr: 5.000e-04, eta: 12:08:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7292, loss_cls: 2.1958, loss: 2.1958, grad_norm: 11.4177 2021-08-17 16:06:03,359 - mmaction - INFO - Epoch [30][1060/3520] lr: 5.000e-04, eta: 12:08:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7260, loss_cls: 2.3097, loss: 2.3097, grad_norm: 11.5973 2021-08-17 16:06:14,798 - mmaction - INFO - Epoch [30][1080/3520] lr: 5.000e-04, eta: 12:08:02, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7292, loss_cls: 2.2320, loss: 2.2320, grad_norm: 11.5830 2021-08-17 16:06:26,344 - mmaction - INFO - Epoch [30][1100/3520] lr: 5.000e-04, eta: 12:07:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7177, loss_cls: 2.2982, loss: 2.2982, grad_norm: 11.4183 2021-08-17 16:06:37,898 - mmaction - INFO - Epoch [30][1120/3520] lr: 5.000e-04, eta: 12:07:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.2406, loss: 2.2406, grad_norm: 11.0911 2021-08-17 16:06:49,398 - mmaction - INFO - Epoch [30][1140/3520] lr: 5.000e-04, eta: 12:07:25, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7281, loss_cls: 2.2660, loss: 2.2660, grad_norm: 11.5828 2021-08-17 16:07:00,938 - mmaction - INFO - Epoch [30][1160/3520] lr: 5.000e-04, eta: 12:07:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7448, loss_cls: 2.1947, loss: 2.1947, grad_norm: 11.3561 2021-08-17 16:07:12,440 - mmaction - INFO - Epoch [30][1180/3520] lr: 5.000e-04, eta: 12:07:00, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7271, loss_cls: 2.2402, loss: 2.2402, grad_norm: 11.5697 2021-08-17 16:07:23,948 - mmaction - INFO - Epoch [30][1200/3520] lr: 5.000e-04, eta: 12:06:48, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7104, loss_cls: 2.3459, loss: 2.3459, grad_norm: 11.8510 2021-08-17 16:07:35,450 - mmaction - INFO - Epoch [30][1220/3520] lr: 5.000e-04, eta: 12:06:36, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2401, loss: 2.2401, grad_norm: 11.8772 2021-08-17 16:07:46,938 - mmaction - INFO - Epoch [30][1240/3520] lr: 5.000e-04, eta: 12:06:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7188, loss_cls: 2.3088, loss: 2.3088, grad_norm: 11.6739 2021-08-17 16:07:58,394 - mmaction - INFO - Epoch [30][1260/3520] lr: 5.000e-04, eta: 12:06:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3038, loss: 2.3038, grad_norm: 11.5279 2021-08-17 16:08:09,881 - mmaction - INFO - Epoch [30][1280/3520] lr: 5.000e-04, eta: 12:05:59, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7104, loss_cls: 2.2665, loss: 2.2665, grad_norm: 11.4662 2021-08-17 16:08:21,310 - mmaction - INFO - Epoch [30][1300/3520] lr: 5.000e-04, eta: 12:05:46, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7167, loss_cls: 2.3055, loss: 2.3055, grad_norm: 11.7988 2021-08-17 16:08:32,765 - mmaction - INFO - Epoch [30][1320/3520] lr: 5.000e-04, eta: 12:05:34, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7312, loss_cls: 2.2175, loss: 2.2175, grad_norm: 11.8771 2021-08-17 16:08:44,376 - mmaction - INFO - Epoch [30][1340/3520] lr: 5.000e-04, eta: 12:05:22, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7292, loss_cls: 2.2942, loss: 2.2942, grad_norm: 11.7984 2021-08-17 16:08:55,884 - mmaction - INFO - Epoch [30][1360/3520] lr: 5.000e-04, eta: 12:05:09, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7010, loss_cls: 2.3380, loss: 2.3380, grad_norm: 11.8244 2021-08-17 16:09:07,396 - mmaction - INFO - Epoch [30][1380/3520] lr: 5.000e-04, eta: 12:04:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7104, loss_cls: 2.3101, loss: 2.3101, grad_norm: 11.8463 2021-08-17 16:09:18,918 - mmaction - INFO - Epoch [30][1400/3520] lr: 5.000e-04, eta: 12:04:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7167, loss_cls: 2.2448, loss: 2.2448, grad_norm: 11.3224 2021-08-17 16:09:30,471 - mmaction - INFO - Epoch [30][1420/3520] lr: 5.000e-04, eta: 12:04:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7479, loss_cls: 2.2392, loss: 2.2392, grad_norm: 11.6673 2021-08-17 16:09:42,031 - mmaction - INFO - Epoch [30][1440/3520] lr: 5.000e-04, eta: 12:04:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7073, loss_cls: 2.3394, loss: 2.3394, grad_norm: 11.5701 2021-08-17 16:09:53,568 - mmaction - INFO - Epoch [30][1460/3520] lr: 5.000e-04, eta: 12:04:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7323, loss_cls: 2.2408, loss: 2.2408, grad_norm: 11.6371 2021-08-17 16:10:05,070 - mmaction - INFO - Epoch [30][1480/3520] lr: 5.000e-04, eta: 12:03:55, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7063, loss_cls: 2.3453, loss: 2.3453, grad_norm: 11.8073 2021-08-17 16:10:16,650 - mmaction - INFO - Epoch [30][1500/3520] lr: 5.000e-04, eta: 12:03:43, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7146, loss_cls: 2.3597, loss: 2.3597, grad_norm: 11.2771 2021-08-17 16:10:28,178 - mmaction - INFO - Epoch [30][1520/3520] lr: 5.000e-04, eta: 12:03:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.6958, loss_cls: 2.3520, loss: 2.3520, grad_norm: 11.6499 2021-08-17 16:10:39,672 - mmaction - INFO - Epoch [30][1540/3520] lr: 5.000e-04, eta: 12:03:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7208, loss_cls: 2.2809, loss: 2.2809, grad_norm: 11.5376 2021-08-17 16:10:51,187 - mmaction - INFO - Epoch [30][1560/3520] lr: 5.000e-04, eta: 12:03:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7031, loss_cls: 2.3129, loss: 2.3129, grad_norm: 11.6701 2021-08-17 16:11:02,661 - mmaction - INFO - Epoch [30][1580/3520] lr: 5.000e-04, eta: 12:02:54, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7260, loss_cls: 2.2982, loss: 2.2982, grad_norm: 11.5642 2021-08-17 16:11:14,158 - mmaction - INFO - Epoch [30][1600/3520] lr: 5.000e-04, eta: 12:02:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7302, loss_cls: 2.2490, loss: 2.2490, grad_norm: 11.2967 2021-08-17 16:11:25,679 - mmaction - INFO - Epoch [30][1620/3520] lr: 5.000e-04, eta: 12:02:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7229, loss_cls: 2.2775, loss: 2.2775, grad_norm: 11.8444 2021-08-17 16:11:37,220 - mmaction - INFO - Epoch [30][1640/3520] lr: 5.000e-04, eta: 12:02:17, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.3844, top5_acc: 0.6937, loss_cls: 2.3971, loss: 2.3971, grad_norm: 12.2301 2021-08-17 16:11:48,763 - mmaction - INFO - Epoch [30][1660/3520] lr: 5.000e-04, eta: 12:02:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6979, loss_cls: 2.3935, loss: 2.3935, grad_norm: 11.6740 2021-08-17 16:12:00,298 - mmaction - INFO - Epoch [30][1680/3520] lr: 5.000e-04, eta: 12:01:52, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7031, loss_cls: 2.3181, loss: 2.3181, grad_norm: 11.5244 2021-08-17 16:12:11,802 - mmaction - INFO - Epoch [30][1700/3520] lr: 5.000e-04, eta: 12:01:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7156, loss_cls: 2.3195, loss: 2.3195, grad_norm: 11.5966 2021-08-17 16:12:23,273 - mmaction - INFO - Epoch [30][1720/3520] lr: 5.000e-04, eta: 12:01:27, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7198, loss_cls: 2.3387, loss: 2.3387, grad_norm: 11.7055 2021-08-17 16:12:34,816 - mmaction - INFO - Epoch [30][1740/3520] lr: 5.000e-04, eta: 12:01:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.6979, loss_cls: 2.3489, loss: 2.3489, grad_norm: 11.7188 2021-08-17 16:12:46,365 - mmaction - INFO - Epoch [30][1760/3520] lr: 5.000e-04, eta: 12:01:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7229, loss_cls: 2.2781, loss: 2.2781, grad_norm: 11.9947 2021-08-17 16:12:57,872 - mmaction - INFO - Epoch [30][1780/3520] lr: 5.000e-04, eta: 12:00:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7115, loss_cls: 2.3155, loss: 2.3155, grad_norm: 11.7402 2021-08-17 16:13:09,335 - mmaction - INFO - Epoch [30][1800/3520] lr: 5.000e-04, eta: 12:00:38, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7156, loss_cls: 2.3435, loss: 2.3435, grad_norm: 11.4529 2021-08-17 16:13:20,911 - mmaction - INFO - Epoch [30][1820/3520] lr: 5.000e-04, eta: 12:00:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7156, loss_cls: 2.3070, loss: 2.3070, grad_norm: 11.6389 2021-08-17 16:13:32,443 - mmaction - INFO - Epoch [30][1840/3520] lr: 5.000e-04, eta: 12:00:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7240, loss_cls: 2.2813, loss: 2.2813, grad_norm: 11.7893 2021-08-17 16:13:43,963 - mmaction - INFO - Epoch [30][1860/3520] lr: 5.000e-04, eta: 12:00:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7344, loss_cls: 2.2799, loss: 2.2799, grad_norm: 11.7235 2021-08-17 16:13:55,516 - mmaction - INFO - Epoch [30][1880/3520] lr: 5.000e-04, eta: 11:59:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3146, loss: 2.3146, grad_norm: 12.3578 2021-08-17 16:14:07,040 - mmaction - INFO - Epoch [30][1900/3520] lr: 5.000e-04, eta: 11:59:37, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7115, loss_cls: 2.3177, loss: 2.3177, grad_norm: 11.6169 2021-08-17 16:14:18,718 - mmaction - INFO - Epoch [30][1920/3520] lr: 5.000e-04, eta: 11:59:24, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7281, loss_cls: 2.2787, loss: 2.2787, grad_norm: 11.7398 2021-08-17 16:14:30,283 - mmaction - INFO - Epoch [30][1940/3520] lr: 5.000e-04, eta: 11:59:12, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7104, loss_cls: 2.2774, loss: 2.2774, grad_norm: 11.8557 2021-08-17 16:14:41,896 - mmaction - INFO - Epoch [30][1960/3520] lr: 5.000e-04, eta: 11:59:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7271, loss_cls: 2.2431, loss: 2.2431, grad_norm: 11.5187 2021-08-17 16:14:53,466 - mmaction - INFO - Epoch [30][1980/3520] lr: 5.000e-04, eta: 11:58:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7115, loss_cls: 2.3358, loss: 2.3358, grad_norm: 12.2683 2021-08-17 16:15:04,897 - mmaction - INFO - Epoch [30][2000/3520] lr: 5.000e-04, eta: 11:58:35, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7083, loss_cls: 2.3746, loss: 2.3746, grad_norm: 11.9661 2021-08-17 16:15:16,428 - mmaction - INFO - Epoch [30][2020/3520] lr: 5.000e-04, eta: 11:58:23, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7094, loss_cls: 2.2264, loss: 2.2264, grad_norm: 11.2339 2021-08-17 16:15:28,071 - mmaction - INFO - Epoch [30][2040/3520] lr: 5.000e-04, eta: 11:58:11, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7260, loss_cls: 2.3118, loss: 2.3118, grad_norm: 11.4184 2021-08-17 16:15:39,565 - mmaction - INFO - Epoch [30][2060/3520] lr: 5.000e-04, eta: 11:57:58, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7125, loss_cls: 2.3132, loss: 2.3132, grad_norm: 11.3988 2021-08-17 16:15:51,141 - mmaction - INFO - Epoch [30][2080/3520] lr: 5.000e-04, eta: 11:57:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7365, loss_cls: 2.2375, loss: 2.2375, grad_norm: 11.5336 2021-08-17 16:16:02,664 - mmaction - INFO - Epoch [30][2100/3520] lr: 5.000e-04, eta: 11:57:34, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7115, loss_cls: 2.3158, loss: 2.3158, grad_norm: 11.2476 2021-08-17 16:16:14,146 - mmaction - INFO - Epoch [30][2120/3520] lr: 5.000e-04, eta: 11:57:21, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7073, loss_cls: 2.3450, loss: 2.3450, grad_norm: 12.0035 2021-08-17 16:16:25,641 - mmaction - INFO - Epoch [30][2140/3520] lr: 5.000e-04, eta: 11:57:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.3844, top5_acc: 0.7010, loss_cls: 2.3991, loss: 2.3991, grad_norm: 12.1225 2021-08-17 16:16:37,148 - mmaction - INFO - Epoch [30][2160/3520] lr: 5.000e-04, eta: 11:56:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7177, loss_cls: 2.3239, loss: 2.3239, grad_norm: 11.5374 2021-08-17 16:16:48,647 - mmaction - INFO - Epoch [30][2180/3520] lr: 5.000e-04, eta: 11:56:45, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7292, loss_cls: 2.2750, loss: 2.2750, grad_norm: 11.7144 2021-08-17 16:17:00,146 - mmaction - INFO - Epoch [30][2200/3520] lr: 5.000e-04, eta: 11:56:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7198, loss_cls: 2.3475, loss: 2.3475, grad_norm: 11.9399 2021-08-17 16:17:11,601 - mmaction - INFO - Epoch [30][2220/3520] lr: 5.000e-04, eta: 11:56:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7167, loss_cls: 2.3151, loss: 2.3151, grad_norm: 12.2843 2021-08-17 16:17:23,147 - mmaction - INFO - Epoch [30][2240/3520] lr: 5.000e-04, eta: 11:56:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7042, loss_cls: 2.3576, loss: 2.3576, grad_norm: 11.5559 2021-08-17 16:17:34,644 - mmaction - INFO - Epoch [30][2260/3520] lr: 5.000e-04, eta: 11:55:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7156, loss_cls: 2.2705, loss: 2.2705, grad_norm: 11.5855 2021-08-17 16:17:46,175 - mmaction - INFO - Epoch [30][2280/3520] lr: 5.000e-04, eta: 11:55:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7281, loss_cls: 2.2987, loss: 2.2987, grad_norm: 12.2943 2021-08-17 16:17:57,708 - mmaction - INFO - Epoch [30][2300/3520] lr: 5.000e-04, eta: 11:55:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3906, top5_acc: 0.7167, loss_cls: 2.3622, loss: 2.3622, grad_norm: 12.0749 2021-08-17 16:18:09,210 - mmaction - INFO - Epoch [30][2320/3520] lr: 5.000e-04, eta: 11:55:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7073, loss_cls: 2.3709, loss: 2.3709, grad_norm: 12.0508 2021-08-17 16:18:20,665 - mmaction - INFO - Epoch [30][2340/3520] lr: 5.000e-04, eta: 11:55:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7198, loss_cls: 2.3016, loss: 2.3016, grad_norm: 11.8046 2021-08-17 16:18:32,236 - mmaction - INFO - Epoch [30][2360/3520] lr: 5.000e-04, eta: 11:54:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7125, loss_cls: 2.3489, loss: 2.3489, grad_norm: 11.8802 2021-08-17 16:18:43,642 - mmaction - INFO - Epoch [30][2380/3520] lr: 5.000e-04, eta: 11:54:41, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7063, loss_cls: 2.3265, loss: 2.3265, grad_norm: 11.7805 2021-08-17 16:18:55,191 - mmaction - INFO - Epoch [30][2400/3520] lr: 5.000e-04, eta: 11:54:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7198, loss_cls: 2.2945, loss: 2.2945, grad_norm: 11.8029 2021-08-17 16:19:06,710 - mmaction - INFO - Epoch [30][2420/3520] lr: 5.000e-04, eta: 11:54:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7167, loss_cls: 2.2666, loss: 2.2666, grad_norm: 11.7990 2021-08-17 16:19:18,238 - mmaction - INFO - Epoch [30][2440/3520] lr: 5.000e-04, eta: 11:54:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7167, loss_cls: 2.3382, loss: 2.3382, grad_norm: 12.0345 2021-08-17 16:19:29,846 - mmaction - INFO - Epoch [30][2460/3520] lr: 5.000e-04, eta: 11:53:52, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7208, loss_cls: 2.2720, loss: 2.2720, grad_norm: 11.7046 2021-08-17 16:19:41,331 - mmaction - INFO - Epoch [30][2480/3520] lr: 5.000e-04, eta: 11:53:40, time: 0.582, data_time: 0.009, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7385, loss_cls: 2.2667, loss: 2.2667, grad_norm: 11.8366 2021-08-17 16:19:52,870 - mmaction - INFO - Epoch [30][2500/3520] lr: 5.000e-04, eta: 11:53:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3917, top5_acc: 0.7021, loss_cls: 2.3776, loss: 2.3776, grad_norm: 12.1910 2021-08-17 16:20:04,419 - mmaction - INFO - Epoch [30][2520/3520] lr: 5.000e-04, eta: 11:53:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7271, loss_cls: 2.3147, loss: 2.3147, grad_norm: 11.8788 2021-08-17 16:20:15,991 - mmaction - INFO - Epoch [30][2540/3520] lr: 5.000e-04, eta: 11:53:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.2560, loss: 2.2560, grad_norm: 11.5244 2021-08-17 16:20:27,457 - mmaction - INFO - Epoch [30][2560/3520] lr: 5.000e-04, eta: 11:52:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7448, loss_cls: 2.1721, loss: 2.1721, grad_norm: 11.7097 2021-08-17 16:20:39,010 - mmaction - INFO - Epoch [30][2580/3520] lr: 5.000e-04, eta: 11:52:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7115, loss_cls: 2.2862, loss: 2.2862, grad_norm: 12.0890 2021-08-17 16:20:50,505 - mmaction - INFO - Epoch [30][2600/3520] lr: 5.000e-04, eta: 11:52:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7167, loss_cls: 2.2288, loss: 2.2288, grad_norm: 11.7036 2021-08-17 16:21:02,066 - mmaction - INFO - Epoch [30][2620/3520] lr: 5.000e-04, eta: 11:52:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7042, loss_cls: 2.3512, loss: 2.3512, grad_norm: 11.8736 2021-08-17 16:21:13,610 - mmaction - INFO - Epoch [30][2640/3520] lr: 5.000e-04, eta: 11:52:01, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.3948, top5_acc: 0.6948, loss_cls: 2.3922, loss: 2.3922, grad_norm: 11.9035 2021-08-17 16:21:25,242 - mmaction - INFO - Epoch [30][2660/3520] lr: 5.000e-04, eta: 11:51:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7260, loss_cls: 2.2804, loss: 2.2804, grad_norm: 12.0827 2021-08-17 16:21:36,778 - mmaction - INFO - Epoch [30][2680/3520] lr: 5.000e-04, eta: 11:51:37, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7302, loss_cls: 2.2715, loss: 2.2715, grad_norm: 11.5995 2021-08-17 16:21:48,404 - mmaction - INFO - Epoch [30][2700/3520] lr: 5.000e-04, eta: 11:51:25, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7031, loss_cls: 2.3584, loss: 2.3584, grad_norm: 11.8816 2021-08-17 16:21:59,882 - mmaction - INFO - Epoch [30][2720/3520] lr: 5.000e-04, eta: 11:51:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7219, loss_cls: 2.2312, loss: 2.2312, grad_norm: 11.6132 2021-08-17 16:22:11,516 - mmaction - INFO - Epoch [30][2740/3520] lr: 5.000e-04, eta: 11:51:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7417, loss_cls: 2.1563, loss: 2.1563, grad_norm: 11.3520 2021-08-17 16:22:23,037 - mmaction - INFO - Epoch [30][2760/3520] lr: 5.000e-04, eta: 11:50:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7323, loss_cls: 2.2695, loss: 2.2695, grad_norm: 12.0088 2021-08-17 16:22:34,586 - mmaction - INFO - Epoch [30][2780/3520] lr: 5.000e-04, eta: 11:50:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7302, loss_cls: 2.2049, loss: 2.2049, grad_norm: 11.4200 2021-08-17 16:22:46,175 - mmaction - INFO - Epoch [30][2800/3520] lr: 5.000e-04, eta: 11:50:23, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7167, loss_cls: 2.2793, loss: 2.2793, grad_norm: 11.5352 2021-08-17 16:22:57,719 - mmaction - INFO - Epoch [30][2820/3520] lr: 5.000e-04, eta: 11:50:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6906, loss_cls: 2.4364, loss: 2.4364, grad_norm: 12.1356 2021-08-17 16:23:09,260 - mmaction - INFO - Epoch [30][2840/3520] lr: 5.000e-04, eta: 11:49:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7104, loss_cls: 2.3450, loss: 2.3450, grad_norm: 11.8553 2021-08-17 16:23:20,754 - mmaction - INFO - Epoch [30][2860/3520] lr: 5.000e-04, eta: 11:49:46, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7240, loss_cls: 2.3082, loss: 2.3082, grad_norm: 11.7925 2021-08-17 16:23:32,245 - mmaction - INFO - Epoch [30][2880/3520] lr: 5.000e-04, eta: 11:49:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7104, loss_cls: 2.2744, loss: 2.2744, grad_norm: 11.8076 2021-08-17 16:23:43,742 - mmaction - INFO - Epoch [30][2900/3520] lr: 5.000e-04, eta: 11:49:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.6823, loss_cls: 2.3766, loss: 2.3766, grad_norm: 12.2091 2021-08-17 16:23:55,186 - mmaction - INFO - Epoch [30][2920/3520] lr: 5.000e-04, eta: 11:49:09, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7135, loss_cls: 2.2943, loss: 2.2943, grad_norm: 11.4314 2021-08-17 16:24:06,756 - mmaction - INFO - Epoch [30][2940/3520] lr: 5.000e-04, eta: 11:48:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7281, loss_cls: 2.2797, loss: 2.2797, grad_norm: 11.6005 2021-08-17 16:24:18,270 - mmaction - INFO - Epoch [30][2960/3520] lr: 5.000e-04, eta: 11:48:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7031, loss_cls: 2.3750, loss: 2.3750, grad_norm: 12.0356 2021-08-17 16:24:29,853 - mmaction - INFO - Epoch [30][2980/3520] lr: 5.000e-04, eta: 11:48:33, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7354, loss_cls: 2.2669, loss: 2.2669, grad_norm: 11.2127 2021-08-17 16:24:41,376 - mmaction - INFO - Epoch [30][3000/3520] lr: 5.000e-04, eta: 11:48:20, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7438, loss_cls: 2.2318, loss: 2.2318, grad_norm: 11.7292 2021-08-17 16:24:52,893 - mmaction - INFO - Epoch [30][3020/3520] lr: 5.000e-04, eta: 11:48:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7094, loss_cls: 2.3071, loss: 2.3071, grad_norm: 11.9981 2021-08-17 16:25:04,416 - mmaction - INFO - Epoch [30][3040/3520] lr: 5.000e-04, eta: 11:47:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7250, loss_cls: 2.2710, loss: 2.2710, grad_norm: 12.1555 2021-08-17 16:25:15,999 - mmaction - INFO - Epoch [30][3060/3520] lr: 5.000e-04, eta: 11:47:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7250, loss_cls: 2.3088, loss: 2.3088, grad_norm: 12.0523 2021-08-17 16:25:27,530 - mmaction - INFO - Epoch [30][3080/3520] lr: 5.000e-04, eta: 11:47:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7344, loss_cls: 2.2902, loss: 2.2902, grad_norm: 11.9044 2021-08-17 16:25:39,100 - mmaction - INFO - Epoch [30][3100/3520] lr: 5.000e-04, eta: 11:47:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7042, loss_cls: 2.3197, loss: 2.3197, grad_norm: 11.6220 2021-08-17 16:25:50,694 - mmaction - INFO - Epoch [30][3120/3520] lr: 5.000e-04, eta: 11:47:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7458, loss_cls: 2.1825, loss: 2.1825, grad_norm: 11.8090 2021-08-17 16:26:02,158 - mmaction - INFO - Epoch [30][3140/3520] lr: 5.000e-04, eta: 11:46:54, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.3123, loss: 2.3123, grad_norm: 11.6196 2021-08-17 16:26:13,757 - mmaction - INFO - Epoch [30][3160/3520] lr: 5.000e-04, eta: 11:46:42, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6833, loss_cls: 2.4232, loss: 2.4232, grad_norm: 12.0736 2021-08-17 16:26:25,264 - mmaction - INFO - Epoch [30][3180/3520] lr: 5.000e-04, eta: 11:46:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7229, loss_cls: 2.2794, loss: 2.2794, grad_norm: 11.3879 2021-08-17 16:26:36,733 - mmaction - INFO - Epoch [30][3200/3520] lr: 5.000e-04, eta: 11:46:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7104, loss_cls: 2.3330, loss: 2.3330, grad_norm: 12.1114 2021-08-17 16:26:48,276 - mmaction - INFO - Epoch [30][3220/3520] lr: 5.000e-04, eta: 11:46:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3896, top5_acc: 0.6937, loss_cls: 2.4126, loss: 2.4126, grad_norm: 12.5778 2021-08-17 16:26:59,803 - mmaction - INFO - Epoch [30][3240/3520] lr: 5.000e-04, eta: 11:45:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3927, top5_acc: 0.7188, loss_cls: 2.3439, loss: 2.3439, grad_norm: 11.8934 2021-08-17 16:27:11,383 - mmaction - INFO - Epoch [30][3260/3520] lr: 5.000e-04, eta: 11:45:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.3898, loss: 2.3898, grad_norm: 12.1126 2021-08-17 16:27:22,867 - mmaction - INFO - Epoch [30][3280/3520] lr: 5.000e-04, eta: 11:45:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.6844, loss_cls: 2.3938, loss: 2.3938, grad_norm: 12.3458 2021-08-17 16:27:34,442 - mmaction - INFO - Epoch [30][3300/3520] lr: 5.000e-04, eta: 11:45:16, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.3948, top5_acc: 0.7031, loss_cls: 2.4030, loss: 2.4030, grad_norm: 12.0130 2021-08-17 16:27:45,940 - mmaction - INFO - Epoch [30][3320/3520] lr: 5.000e-04, eta: 11:45:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7000, loss_cls: 2.3402, loss: 2.3402, grad_norm: 11.7372 2021-08-17 16:27:57,405 - mmaction - INFO - Epoch [30][3340/3520] lr: 5.000e-04, eta: 11:44:51, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7167, loss_cls: 2.2921, loss: 2.2921, grad_norm: 11.5826 2021-08-17 16:28:08,840 - mmaction - INFO - Epoch [30][3360/3520] lr: 5.000e-04, eta: 11:44:39, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7083, loss_cls: 2.3263, loss: 2.3263, grad_norm: 12.3271 2021-08-17 16:28:20,389 - mmaction - INFO - Epoch [30][3380/3520] lr: 5.000e-04, eta: 11:44:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7240, loss_cls: 2.2448, loss: 2.2448, grad_norm: 11.4199 2021-08-17 16:28:31,898 - mmaction - INFO - Epoch [30][3400/3520] lr: 5.000e-04, eta: 11:44:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7219, loss_cls: 2.2876, loss: 2.2876, grad_norm: 12.0669 2021-08-17 16:28:43,369 - mmaction - INFO - Epoch [30][3420/3520] lr: 5.000e-04, eta: 11:44:02, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7063, loss_cls: 2.3225, loss: 2.3225, grad_norm: 12.0761 2021-08-17 16:28:54,790 - mmaction - INFO - Epoch [30][3440/3520] lr: 5.000e-04, eta: 11:43:50, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7240, loss_cls: 2.2708, loss: 2.2708, grad_norm: 12.0797 2021-08-17 16:29:06,372 - mmaction - INFO - Epoch [30][3460/3520] lr: 5.000e-04, eta: 11:43:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7198, loss_cls: 2.2802, loss: 2.2802, grad_norm: 11.7505 2021-08-17 16:29:17,909 - mmaction - INFO - Epoch [30][3480/3520] lr: 5.000e-04, eta: 11:43:25, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7125, loss_cls: 2.2879, loss: 2.2879, grad_norm: 11.7914 2021-08-17 16:29:29,476 - mmaction - INFO - Epoch [30][3500/3520] lr: 5.000e-04, eta: 11:43:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7229, loss_cls: 2.3385, loss: 2.3385, grad_norm: 11.7122 2021-08-17 16:29:40,671 - mmaction - INFO - Epoch [30][3520/3520] lr: 5.000e-04, eta: 11:43:00, time: 0.561, data_time: 0.003, memory: 8335, top1_acc: 0.4185, top5_acc: 0.6946, loss_cls: 2.3630, loss: 2.3630, grad_norm: 11.9194 2021-08-17 16:29:50,087 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-08-17 16:31:59,222 - mmaction - INFO - Epoch [31][20/3520] lr: 5.000e-04, eta: 11:44:06, time: 6.397, data_time: 5.809, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7365, loss_cls: 2.1791, loss: 2.1791, grad_norm: 11.2279 2021-08-17 16:32:10,769 - mmaction - INFO - Epoch [31][40/3520] lr: 5.000e-04, eta: 11:43:53, time: 0.577, data_time: 0.006, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7323, loss_cls: 2.1648, loss: 2.1648, grad_norm: 11.3275 2021-08-17 16:32:22,203 - mmaction - INFO - Epoch [31][60/3520] lr: 5.000e-04, eta: 11:43:41, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7573, loss_cls: 2.1453, loss: 2.1453, grad_norm: 11.6126 2021-08-17 16:32:33,597 - mmaction - INFO - Epoch [31][80/3520] lr: 5.000e-04, eta: 11:43:29, time: 0.569, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7125, loss_cls: 2.3428, loss: 2.3428, grad_norm: 12.3470 2021-08-17 16:32:45,032 - mmaction - INFO - Epoch [31][100/3520] lr: 5.000e-04, eta: 11:43:16, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7094, loss_cls: 2.2910, loss: 2.2910, grad_norm: 11.9822 2021-08-17 16:32:56,472 - mmaction - INFO - Epoch [31][120/3520] lr: 5.000e-04, eta: 11:43:04, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7260, loss_cls: 2.2683, loss: 2.2683, grad_norm: 11.9952 2021-08-17 16:33:08,001 - mmaction - INFO - Epoch [31][140/3520] lr: 5.000e-04, eta: 11:42:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2800, loss: 2.2800, grad_norm: 12.2534 2021-08-17 16:33:19,572 - mmaction - INFO - Epoch [31][160/3520] lr: 5.000e-04, eta: 11:42:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7177, loss_cls: 2.3374, loss: 2.3374, grad_norm: 12.1773 2021-08-17 16:33:31,045 - mmaction - INFO - Epoch [31][180/3520] lr: 5.000e-04, eta: 11:42:27, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7010, loss_cls: 2.3374, loss: 2.3374, grad_norm: 12.4280 2021-08-17 16:33:42,509 - mmaction - INFO - Epoch [31][200/3520] lr: 5.000e-04, eta: 11:42:14, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.2545, loss: 2.2545, grad_norm: 12.1536 2021-08-17 16:33:54,010 - mmaction - INFO - Epoch [31][220/3520] lr: 5.000e-04, eta: 11:42:02, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7333, loss_cls: 2.2433, loss: 2.2433, grad_norm: 12.5837 2021-08-17 16:34:05,463 - mmaction - INFO - Epoch [31][240/3520] lr: 5.000e-04, eta: 11:41:50, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7240, loss_cls: 2.3034, loss: 2.3034, grad_norm: 11.7430 2021-08-17 16:34:16,993 - mmaction - INFO - Epoch [31][260/3520] lr: 5.000e-04, eta: 11:41:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7354, loss_cls: 2.2099, loss: 2.2099, grad_norm: 11.3283 2021-08-17 16:34:28,518 - mmaction - INFO - Epoch [31][280/3520] lr: 5.000e-04, eta: 11:41:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.3358, loss: 2.3358, grad_norm: 11.7975 2021-08-17 16:34:40,033 - mmaction - INFO - Epoch [31][300/3520] lr: 5.000e-04, eta: 11:41:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7240, loss_cls: 2.2492, loss: 2.2492, grad_norm: 11.8039 2021-08-17 16:34:51,558 - mmaction - INFO - Epoch [31][320/3520] lr: 5.000e-04, eta: 11:41:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7417, loss_cls: 2.1746, loss: 2.1746, grad_norm: 11.6121 2021-08-17 16:35:03,033 - mmaction - INFO - Epoch [31][340/3520] lr: 5.000e-04, eta: 11:40:48, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7552, loss_cls: 2.1488, loss: 2.1488, grad_norm: 11.4837 2021-08-17 16:35:14,589 - mmaction - INFO - Epoch [31][360/3520] lr: 5.000e-04, eta: 11:40:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7031, loss_cls: 2.3586, loss: 2.3586, grad_norm: 12.2271 2021-08-17 16:35:26,160 - mmaction - INFO - Epoch [31][380/3520] lr: 5.000e-04, eta: 11:40:24, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7260, loss_cls: 2.2550, loss: 2.2550, grad_norm: 12.0890 2021-08-17 16:35:37,687 - mmaction - INFO - Epoch [31][400/3520] lr: 5.000e-04, eta: 11:40:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7458, loss_cls: 2.2162, loss: 2.2162, grad_norm: 11.6087 2021-08-17 16:35:49,216 - mmaction - INFO - Epoch [31][420/3520] lr: 5.000e-04, eta: 11:39:59, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7125, loss_cls: 2.3696, loss: 2.3696, grad_norm: 12.1108 2021-08-17 16:36:00,887 - mmaction - INFO - Epoch [31][440/3520] lr: 5.000e-04, eta: 11:39:47, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7250, loss_cls: 2.2278, loss: 2.2278, grad_norm: 12.0241 2021-08-17 16:36:12,372 - mmaction - INFO - Epoch [31][460/3520] lr: 5.000e-04, eta: 11:39:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7146, loss_cls: 2.2681, loss: 2.2681, grad_norm: 11.9783 2021-08-17 16:36:23,893 - mmaction - INFO - Epoch [31][480/3520] lr: 5.000e-04, eta: 11:39:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7354, loss_cls: 2.2301, loss: 2.2301, grad_norm: 11.6387 2021-08-17 16:36:35,313 - mmaction - INFO - Epoch [31][500/3520] lr: 5.000e-04, eta: 11:39:10, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7396, loss_cls: 2.2120, loss: 2.2120, grad_norm: 11.4754 2021-08-17 16:36:46,778 - mmaction - INFO - Epoch [31][520/3520] lr: 5.000e-04, eta: 11:38:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7219, loss_cls: 2.2148, loss: 2.2148, grad_norm: 11.6733 2021-08-17 16:36:58,361 - mmaction - INFO - Epoch [31][540/3520] lr: 5.000e-04, eta: 11:38:45, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.6979, loss_cls: 2.3697, loss: 2.3697, grad_norm: 12.2707 2021-08-17 16:37:09,813 - mmaction - INFO - Epoch [31][560/3520] lr: 5.000e-04, eta: 11:38:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7271, loss_cls: 2.2362, loss: 2.2362, grad_norm: 11.6588 2021-08-17 16:37:21,341 - mmaction - INFO - Epoch [31][580/3520] lr: 5.000e-04, eta: 11:38:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7333, loss_cls: 2.2656, loss: 2.2656, grad_norm: 11.7736 2021-08-17 16:37:32,799 - mmaction - INFO - Epoch [31][600/3520] lr: 5.000e-04, eta: 11:38:08, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7177, loss_cls: 2.2573, loss: 2.2573, grad_norm: 11.9329 2021-08-17 16:37:44,284 - mmaction - INFO - Epoch [31][620/3520] lr: 5.000e-04, eta: 11:37:56, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7302, loss_cls: 2.2442, loss: 2.2442, grad_norm: 12.0664 2021-08-17 16:37:55,839 - mmaction - INFO - Epoch [31][640/3520] lr: 5.000e-04, eta: 11:37:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7333, loss_cls: 2.2688, loss: 2.2688, grad_norm: 11.5969 2021-08-17 16:38:07,395 - mmaction - INFO - Epoch [31][660/3520] lr: 5.000e-04, eta: 11:37:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7323, loss_cls: 2.3063, loss: 2.3063, grad_norm: 11.8569 2021-08-17 16:38:18,888 - mmaction - INFO - Epoch [31][680/3520] lr: 5.000e-04, eta: 11:37:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7052, loss_cls: 2.3771, loss: 2.3771, grad_norm: 11.8971 2021-08-17 16:38:30,392 - mmaction - INFO - Epoch [31][700/3520] lr: 5.000e-04, eta: 11:37:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7271, loss_cls: 2.2504, loss: 2.2504, grad_norm: 11.8271 2021-08-17 16:38:41,875 - mmaction - INFO - Epoch [31][720/3520] lr: 5.000e-04, eta: 11:36:54, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7177, loss_cls: 2.2558, loss: 2.2558, grad_norm: 11.4722 2021-08-17 16:38:53,440 - mmaction - INFO - Epoch [31][740/3520] lr: 5.000e-04, eta: 11:36:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7344, loss_cls: 2.3067, loss: 2.3067, grad_norm: 11.9135 2021-08-17 16:39:04,914 - mmaction - INFO - Epoch [31][760/3520] lr: 5.000e-04, eta: 11:36:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7115, loss_cls: 2.2773, loss: 2.2773, grad_norm: 11.8725 2021-08-17 16:39:16,460 - mmaction - INFO - Epoch [31][780/3520] lr: 5.000e-04, eta: 11:36:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7188, loss_cls: 2.3337, loss: 2.3337, grad_norm: 12.1750 2021-08-17 16:39:28,002 - mmaction - INFO - Epoch [31][800/3520] lr: 5.000e-04, eta: 11:36:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7260, loss_cls: 2.2539, loss: 2.2539, grad_norm: 11.8302 2021-08-17 16:39:39,480 - mmaction - INFO - Epoch [31][820/3520] lr: 5.000e-04, eta: 11:35:52, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7177, loss_cls: 2.3425, loss: 2.3425, grad_norm: 11.6871 2021-08-17 16:39:51,017 - mmaction - INFO - Epoch [31][840/3520] lr: 5.000e-04, eta: 11:35:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7219, loss_cls: 2.3048, loss: 2.3048, grad_norm: 11.8478 2021-08-17 16:40:02,577 - mmaction - INFO - Epoch [31][860/3520] lr: 5.000e-04, eta: 11:35:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7115, loss_cls: 2.3599, loss: 2.3599, grad_norm: 12.0096 2021-08-17 16:40:14,030 - mmaction - INFO - Epoch [31][880/3520] lr: 5.000e-04, eta: 11:35:15, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7458, loss_cls: 2.2127, loss: 2.2127, grad_norm: 11.8939 2021-08-17 16:40:25,641 - mmaction - INFO - Epoch [31][900/3520] lr: 5.000e-04, eta: 11:35:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7156, loss_cls: 2.2649, loss: 2.2649, grad_norm: 11.9818 2021-08-17 16:40:37,294 - mmaction - INFO - Epoch [31][920/3520] lr: 5.000e-04, eta: 11:34:51, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7156, loss_cls: 2.3106, loss: 2.3106, grad_norm: 12.2733 2021-08-17 16:40:48,856 - mmaction - INFO - Epoch [31][940/3520] lr: 5.000e-04, eta: 11:34:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7240, loss_cls: 2.2771, loss: 2.2771, grad_norm: 12.1757 2021-08-17 16:41:00,432 - mmaction - INFO - Epoch [31][960/3520] lr: 5.000e-04, eta: 11:34:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7302, loss_cls: 2.2991, loss: 2.2991, grad_norm: 11.7647 2021-08-17 16:41:11,945 - mmaction - INFO - Epoch [31][980/3520] lr: 5.000e-04, eta: 11:34:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7312, loss_cls: 2.3184, loss: 2.3184, grad_norm: 12.4009 2021-08-17 16:41:23,420 - mmaction - INFO - Epoch [31][1000/3520] lr: 5.000e-04, eta: 11:34:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7292, loss_cls: 2.2494, loss: 2.2494, grad_norm: 11.8652 2021-08-17 16:41:34,899 - mmaction - INFO - Epoch [31][1020/3520] lr: 5.000e-04, eta: 11:33:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7135, loss_cls: 2.3208, loss: 2.3208, grad_norm: 12.0984 2021-08-17 16:41:46,355 - mmaction - INFO - Epoch [31][1040/3520] lr: 5.000e-04, eta: 11:33:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7083, loss_cls: 2.2955, loss: 2.2955, grad_norm: 12.2574 2021-08-17 16:41:57,909 - mmaction - INFO - Epoch [31][1060/3520] lr: 5.000e-04, eta: 11:33:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7177, loss_cls: 2.3256, loss: 2.3256, grad_norm: 12.1012 2021-08-17 16:42:09,392 - mmaction - INFO - Epoch [31][1080/3520] lr: 5.000e-04, eta: 11:33:12, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7094, loss_cls: 2.3030, loss: 2.3030, grad_norm: 11.7949 2021-08-17 16:42:20,877 - mmaction - INFO - Epoch [31][1100/3520] lr: 5.000e-04, eta: 11:33:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.3445, loss: 2.3445, grad_norm: 12.5200 2021-08-17 16:42:32,396 - mmaction - INFO - Epoch [31][1120/3520] lr: 5.000e-04, eta: 11:32:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7365, loss_cls: 2.2759, loss: 2.2759, grad_norm: 11.9206 2021-08-17 16:42:43,938 - mmaction - INFO - Epoch [31][1140/3520] lr: 5.000e-04, eta: 11:32:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7083, loss_cls: 2.3672, loss: 2.3672, grad_norm: 11.6790 2021-08-17 16:42:55,420 - mmaction - INFO - Epoch [31][1160/3520] lr: 5.000e-04, eta: 11:32:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7146, loss_cls: 2.3215, loss: 2.3215, grad_norm: 12.0319 2021-08-17 16:43:06,928 - mmaction - INFO - Epoch [31][1180/3520] lr: 5.000e-04, eta: 11:32:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7271, loss_cls: 2.2666, loss: 2.2666, grad_norm: 11.8310 2021-08-17 16:43:18,369 - mmaction - INFO - Epoch [31][1200/3520] lr: 5.000e-04, eta: 11:31:58, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3792, top5_acc: 0.7240, loss_cls: 2.3391, loss: 2.3391, grad_norm: 12.1374 2021-08-17 16:43:29,939 - mmaction - INFO - Epoch [31][1220/3520] lr: 5.000e-04, eta: 11:31:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7281, loss_cls: 2.3049, loss: 2.3049, grad_norm: 12.2271 2021-08-17 16:43:41,545 - mmaction - INFO - Epoch [31][1240/3520] lr: 5.000e-04, eta: 11:31:34, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7260, loss_cls: 2.2541, loss: 2.2541, grad_norm: 11.9524 2021-08-17 16:43:53,013 - mmaction - INFO - Epoch [31][1260/3520] lr: 5.000e-04, eta: 11:31:22, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7583, loss_cls: 2.1350, loss: 2.1350, grad_norm: 11.6909 2021-08-17 16:44:04,553 - mmaction - INFO - Epoch [31][1280/3520] lr: 5.000e-04, eta: 11:31:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7323, loss_cls: 2.2865, loss: 2.2865, grad_norm: 12.2239 2021-08-17 16:44:16,215 - mmaction - INFO - Epoch [31][1300/3520] lr: 5.000e-04, eta: 11:30:57, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7385, loss_cls: 2.2024, loss: 2.2024, grad_norm: 11.9861 2021-08-17 16:44:27,674 - mmaction - INFO - Epoch [31][1320/3520] lr: 5.000e-04, eta: 11:30:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7083, loss_cls: 2.3354, loss: 2.3354, grad_norm: 11.9243 2021-08-17 16:44:39,279 - mmaction - INFO - Epoch [31][1340/3520] lr: 5.000e-04, eta: 11:30:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.6948, loss_cls: 2.4038, loss: 2.4038, grad_norm: 12.2313 2021-08-17 16:44:50,787 - mmaction - INFO - Epoch [31][1360/3520] lr: 5.000e-04, eta: 11:30:20, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7188, loss_cls: 2.2491, loss: 2.2491, grad_norm: 12.1989 2021-08-17 16:45:02,334 - mmaction - INFO - Epoch [31][1380/3520] lr: 5.000e-04, eta: 11:30:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7500, loss_cls: 2.2180, loss: 2.2180, grad_norm: 11.7491 2021-08-17 16:45:13,851 - mmaction - INFO - Epoch [31][1400/3520] lr: 5.000e-04, eta: 11:29:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7354, loss_cls: 2.2381, loss: 2.2381, grad_norm: 12.3970 2021-08-17 16:45:25,360 - mmaction - INFO - Epoch [31][1420/3520] lr: 5.000e-04, eta: 11:29:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7302, loss_cls: 2.2681, loss: 2.2681, grad_norm: 12.3167 2021-08-17 16:45:36,858 - mmaction - INFO - Epoch [31][1440/3520] lr: 5.000e-04, eta: 11:29:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7240, loss_cls: 2.2649, loss: 2.2649, grad_norm: 12.3027 2021-08-17 16:45:48,335 - mmaction - INFO - Epoch [31][1460/3520] lr: 5.000e-04, eta: 11:29:19, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.3698, top5_acc: 0.6583, loss_cls: 2.5255, loss: 2.5255, grad_norm: 12.5937 2021-08-17 16:45:59,905 - mmaction - INFO - Epoch [31][1480/3520] lr: 5.000e-04, eta: 11:29:06, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7312, loss_cls: 2.2544, loss: 2.2544, grad_norm: 12.2461 2021-08-17 16:46:11,458 - mmaction - INFO - Epoch [31][1500/3520] lr: 5.000e-04, eta: 11:28:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7375, loss_cls: 2.2321, loss: 2.2321, grad_norm: 11.5880 2021-08-17 16:46:23,039 - mmaction - INFO - Epoch [31][1520/3520] lr: 5.000e-04, eta: 11:28:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7521, loss_cls: 2.1533, loss: 2.1533, grad_norm: 11.7246 2021-08-17 16:46:34,575 - mmaction - INFO - Epoch [31][1540/3520] lr: 5.000e-04, eta: 11:28:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7219, loss_cls: 2.2589, loss: 2.2589, grad_norm: 11.5757 2021-08-17 16:46:46,139 - mmaction - INFO - Epoch [31][1560/3520] lr: 5.000e-04, eta: 11:28:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7208, loss_cls: 2.2278, loss: 2.2278, grad_norm: 12.2062 2021-08-17 16:46:57,658 - mmaction - INFO - Epoch [31][1580/3520] lr: 5.000e-04, eta: 11:28:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7198, loss_cls: 2.2512, loss: 2.2512, grad_norm: 12.0733 2021-08-17 16:47:09,154 - mmaction - INFO - Epoch [31][1600/3520] lr: 5.000e-04, eta: 11:27:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7052, loss_cls: 2.3411, loss: 2.3411, grad_norm: 11.9933 2021-08-17 16:47:20,599 - mmaction - INFO - Epoch [31][1620/3520] lr: 5.000e-04, eta: 11:27:40, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7198, loss_cls: 2.2372, loss: 2.2372, grad_norm: 11.7967 2021-08-17 16:47:32,027 - mmaction - INFO - Epoch [31][1640/3520] lr: 5.000e-04, eta: 11:27:28, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7302, loss_cls: 2.2526, loss: 2.2526, grad_norm: 11.8597 2021-08-17 16:47:43,571 - mmaction - INFO - Epoch [31][1660/3520] lr: 5.000e-04, eta: 11:27:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7229, loss_cls: 2.2642, loss: 2.2642, grad_norm: 12.0590 2021-08-17 16:47:55,175 - mmaction - INFO - Epoch [31][1680/3520] lr: 5.000e-04, eta: 11:27:03, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7229, loss_cls: 2.2900, loss: 2.2900, grad_norm: 12.0180 2021-08-17 16:48:06,627 - mmaction - INFO - Epoch [31][1700/3520] lr: 5.000e-04, eta: 11:26:51, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7365, loss_cls: 2.2158, loss: 2.2158, grad_norm: 11.7361 2021-08-17 16:48:18,069 - mmaction - INFO - Epoch [31][1720/3520] lr: 5.000e-04, eta: 11:26:39, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7260, loss_cls: 2.2395, loss: 2.2395, grad_norm: 11.5394 2021-08-17 16:48:29,560 - mmaction - INFO - Epoch [31][1740/3520] lr: 5.000e-04, eta: 11:26:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7260, loss_cls: 2.2749, loss: 2.2749, grad_norm: 11.5704 2021-08-17 16:48:41,062 - mmaction - INFO - Epoch [31][1760/3520] lr: 5.000e-04, eta: 11:26:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7042, loss_cls: 2.3023, loss: 2.3023, grad_norm: 12.5600 2021-08-17 16:48:52,552 - mmaction - INFO - Epoch [31][1780/3520] lr: 5.000e-04, eta: 11:26:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7135, loss_cls: 2.3191, loss: 2.3191, grad_norm: 12.3187 2021-08-17 16:49:04,016 - mmaction - INFO - Epoch [31][1800/3520] lr: 5.000e-04, eta: 11:25:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7448, loss_cls: 2.2272, loss: 2.2272, grad_norm: 12.1692 2021-08-17 16:49:15,542 - mmaction - INFO - Epoch [31][1820/3520] lr: 5.000e-04, eta: 11:25:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7250, loss_cls: 2.2915, loss: 2.2915, grad_norm: 12.4816 2021-08-17 16:49:27,017 - mmaction - INFO - Epoch [31][1840/3520] lr: 5.000e-04, eta: 11:25:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7375, loss_cls: 2.1994, loss: 2.1994, grad_norm: 12.0487 2021-08-17 16:49:38,507 - mmaction - INFO - Epoch [31][1860/3520] lr: 5.000e-04, eta: 11:25:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7208, loss_cls: 2.2710, loss: 2.2710, grad_norm: 11.9478 2021-08-17 16:49:49,978 - mmaction - INFO - Epoch [31][1880/3520] lr: 5.000e-04, eta: 11:25:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7219, loss_cls: 2.2864, loss: 2.2864, grad_norm: 11.6515 2021-08-17 16:50:01,547 - mmaction - INFO - Epoch [31][1900/3520] lr: 5.000e-04, eta: 11:24:48, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7188, loss_cls: 2.2742, loss: 2.2742, grad_norm: 11.6978 2021-08-17 16:50:13,021 - mmaction - INFO - Epoch [31][1920/3520] lr: 5.000e-04, eta: 11:24:35, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7458, loss_cls: 2.2320, loss: 2.2320, grad_norm: 11.9612 2021-08-17 16:50:24,559 - mmaction - INFO - Epoch [31][1940/3520] lr: 5.000e-04, eta: 11:24:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7240, loss_cls: 2.3081, loss: 2.3081, grad_norm: 12.4633 2021-08-17 16:50:36,068 - mmaction - INFO - Epoch [31][1960/3520] lr: 5.000e-04, eta: 11:24:11, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7344, loss_cls: 2.1983, loss: 2.1983, grad_norm: 11.8492 2021-08-17 16:50:47,526 - mmaction - INFO - Epoch [31][1980/3520] lr: 5.000e-04, eta: 11:23:59, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7146, loss_cls: 2.2789, loss: 2.2789, grad_norm: 12.0020 2021-08-17 16:50:59,078 - mmaction - INFO - Epoch [31][2000/3520] lr: 5.000e-04, eta: 11:23:46, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7385, loss_cls: 2.2529, loss: 2.2529, grad_norm: 11.8471 2021-08-17 16:51:10,635 - mmaction - INFO - Epoch [31][2020/3520] lr: 5.000e-04, eta: 11:23:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7208, loss_cls: 2.2688, loss: 2.2688, grad_norm: 11.8636 2021-08-17 16:51:22,045 - mmaction - INFO - Epoch [31][2040/3520] lr: 5.000e-04, eta: 11:23:22, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7250, loss_cls: 2.2459, loss: 2.2459, grad_norm: 11.9419 2021-08-17 16:51:33,565 - mmaction - INFO - Epoch [31][2060/3520] lr: 5.000e-04, eta: 11:23:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7396, loss_cls: 2.2335, loss: 2.2335, grad_norm: 12.6546 2021-08-17 16:51:45,062 - mmaction - INFO - Epoch [31][2080/3520] lr: 5.000e-04, eta: 11:22:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7031, loss_cls: 2.3064, loss: 2.3064, grad_norm: 12.1794 2021-08-17 16:51:56,572 - mmaction - INFO - Epoch [31][2100/3520] lr: 5.000e-04, eta: 11:22:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7156, loss_cls: 2.2914, loss: 2.2914, grad_norm: 12.0777 2021-08-17 16:52:08,018 - mmaction - INFO - Epoch [31][2120/3520] lr: 5.000e-04, eta: 11:22:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7135, loss_cls: 2.2585, loss: 2.2585, grad_norm: 12.5232 2021-08-17 16:52:19,663 - mmaction - INFO - Epoch [31][2140/3520] lr: 5.000e-04, eta: 11:22:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7125, loss_cls: 2.3019, loss: 2.3019, grad_norm: 12.1742 2021-08-17 16:52:31,190 - mmaction - INFO - Epoch [31][2160/3520] lr: 5.000e-04, eta: 11:22:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7219, loss_cls: 2.2445, loss: 2.2445, grad_norm: 11.7843 2021-08-17 16:52:42,744 - mmaction - INFO - Epoch [31][2180/3520] lr: 5.000e-04, eta: 11:21:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7240, loss_cls: 2.2892, loss: 2.2892, grad_norm: 12.2037 2021-08-17 16:52:54,210 - mmaction - INFO - Epoch [31][2200/3520] lr: 5.000e-04, eta: 11:21:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7135, loss_cls: 2.3186, loss: 2.3186, grad_norm: 12.1749 2021-08-17 16:53:05,733 - mmaction - INFO - Epoch [31][2220/3520] lr: 5.000e-04, eta: 11:21:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7302, loss_cls: 2.2472, loss: 2.2472, grad_norm: 12.0662 2021-08-17 16:53:17,289 - mmaction - INFO - Epoch [31][2240/3520] lr: 5.000e-04, eta: 11:21:19, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7198, loss_cls: 2.2778, loss: 2.2778, grad_norm: 11.8057 2021-08-17 16:53:28,794 - mmaction - INFO - Epoch [31][2260/3520] lr: 5.000e-04, eta: 11:21:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7219, loss_cls: 2.2668, loss: 2.2668, grad_norm: 12.0621 2021-08-17 16:53:40,236 - mmaction - INFO - Epoch [31][2280/3520] lr: 5.000e-04, eta: 11:20:54, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7156, loss_cls: 2.3130, loss: 2.3130, grad_norm: 12.1426 2021-08-17 16:53:51,726 - mmaction - INFO - Epoch [31][2300/3520] lr: 5.000e-04, eta: 11:20:42, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7312, loss_cls: 2.2556, loss: 2.2556, grad_norm: 12.0188 2021-08-17 16:54:03,190 - mmaction - INFO - Epoch [31][2320/3520] lr: 5.000e-04, eta: 11:20:29, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7135, loss_cls: 2.3261, loss: 2.3261, grad_norm: 12.2761 2021-08-17 16:54:14,662 - mmaction - INFO - Epoch [31][2340/3520] lr: 5.000e-04, eta: 11:20:17, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7302, loss_cls: 2.2639, loss: 2.2639, grad_norm: 12.0280 2021-08-17 16:54:26,138 - mmaction - INFO - Epoch [31][2360/3520] lr: 5.000e-04, eta: 11:20:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7240, loss_cls: 2.3197, loss: 2.3197, grad_norm: 12.1181 2021-08-17 16:54:37,702 - mmaction - INFO - Epoch [31][2380/3520] lr: 5.000e-04, eta: 11:19:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7323, loss_cls: 2.2641, loss: 2.2641, grad_norm: 12.0272 2021-08-17 16:54:49,262 - mmaction - INFO - Epoch [31][2400/3520] lr: 5.000e-04, eta: 11:19:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7115, loss_cls: 2.3052, loss: 2.3052, grad_norm: 11.9552 2021-08-17 16:55:00,787 - mmaction - INFO - Epoch [31][2420/3520] lr: 5.000e-04, eta: 11:19:28, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7240, loss_cls: 2.2367, loss: 2.2367, grad_norm: 12.2854 2021-08-17 16:55:12,245 - mmaction - INFO - Epoch [31][2440/3520] lr: 5.000e-04, eta: 11:19:16, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7333, loss_cls: 2.2730, loss: 2.2730, grad_norm: 12.0152 2021-08-17 16:55:23,812 - mmaction - INFO - Epoch [31][2460/3520] lr: 5.000e-04, eta: 11:19:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7083, loss_cls: 2.4100, loss: 2.4100, grad_norm: 12.3184 2021-08-17 16:55:35,344 - mmaction - INFO - Epoch [31][2480/3520] lr: 5.000e-04, eta: 11:18:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.3298, loss: 2.3298, grad_norm: 11.9741 2021-08-17 16:55:46,811 - mmaction - INFO - Epoch [31][2500/3520] lr: 5.000e-04, eta: 11:18:39, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7198, loss_cls: 2.2924, loss: 2.2924, grad_norm: 12.2596 2021-08-17 16:55:58,348 - mmaction - INFO - Epoch [31][2520/3520] lr: 5.000e-04, eta: 11:18:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7146, loss_cls: 2.3349, loss: 2.3349, grad_norm: 12.0952 2021-08-17 16:56:09,933 - mmaction - INFO - Epoch [31][2540/3520] lr: 5.000e-04, eta: 11:18:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7323, loss_cls: 2.2541, loss: 2.2541, grad_norm: 11.9535 2021-08-17 16:56:21,649 - mmaction - INFO - Epoch [31][2560/3520] lr: 5.000e-04, eta: 11:18:02, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7312, loss_cls: 2.2651, loss: 2.2651, grad_norm: 12.4100 2021-08-17 16:56:33,216 - mmaction - INFO - Epoch [31][2580/3520] lr: 5.000e-04, eta: 11:17:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.3885, top5_acc: 0.6844, loss_cls: 2.4399, loss: 2.4399, grad_norm: 12.5978 2021-08-17 16:56:44,706 - mmaction - INFO - Epoch [31][2600/3520] lr: 5.000e-04, eta: 11:17:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7125, loss_cls: 2.3669, loss: 2.3669, grad_norm: 12.4192 2021-08-17 16:56:56,278 - mmaction - INFO - Epoch [31][2620/3520] lr: 5.000e-04, eta: 11:17:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7271, loss_cls: 2.2041, loss: 2.2041, grad_norm: 11.8712 2021-08-17 16:57:07,796 - mmaction - INFO - Epoch [31][2640/3520] lr: 5.000e-04, eta: 11:17:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7052, loss_cls: 2.3175, loss: 2.3175, grad_norm: 12.3282 2021-08-17 16:57:19,268 - mmaction - INFO - Epoch [31][2660/3520] lr: 5.000e-04, eta: 11:17:01, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7365, loss_cls: 2.2431, loss: 2.2431, grad_norm: 12.3355 2021-08-17 16:57:30,882 - mmaction - INFO - Epoch [31][2680/3520] lr: 5.000e-04, eta: 11:16:48, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.3812, top5_acc: 0.7000, loss_cls: 2.3888, loss: 2.3888, grad_norm: 12.6946 2021-08-17 16:57:42,370 - mmaction - INFO - Epoch [31][2700/3520] lr: 5.000e-04, eta: 11:16:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.3028, loss: 2.3028, grad_norm: 12.2373 2021-08-17 16:57:53,903 - mmaction - INFO - Epoch [31][2720/3520] lr: 5.000e-04, eta: 11:16:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7208, loss_cls: 2.3333, loss: 2.3333, grad_norm: 12.5750 2021-08-17 16:58:05,363 - mmaction - INFO - Epoch [31][2740/3520] lr: 5.000e-04, eta: 11:16:11, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7406, loss_cls: 2.2225, loss: 2.2225, grad_norm: 12.1602 2021-08-17 16:58:16,911 - mmaction - INFO - Epoch [31][2760/3520] lr: 5.000e-04, eta: 11:15:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7188, loss_cls: 2.2379, loss: 2.2379, grad_norm: 12.2780 2021-08-17 16:58:28,381 - mmaction - INFO - Epoch [31][2780/3520] lr: 5.000e-04, eta: 11:15:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7167, loss_cls: 2.2760, loss: 2.2760, grad_norm: 11.8843 2021-08-17 16:58:39,898 - mmaction - INFO - Epoch [31][2800/3520] lr: 5.000e-04, eta: 11:15:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7000, loss_cls: 2.2950, loss: 2.2950, grad_norm: 12.2344 2021-08-17 16:58:51,496 - mmaction - INFO - Epoch [31][2820/3520] lr: 5.000e-04, eta: 11:15:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7354, loss_cls: 2.2722, loss: 2.2722, grad_norm: 11.8935 2021-08-17 16:59:03,094 - mmaction - INFO - Epoch [31][2840/3520] lr: 5.000e-04, eta: 11:15:10, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7240, loss_cls: 2.3122, loss: 2.3122, grad_norm: 12.4590 2021-08-17 16:59:14,664 - mmaction - INFO - Epoch [31][2860/3520] lr: 5.000e-04, eta: 11:14:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7188, loss_cls: 2.3620, loss: 2.3620, grad_norm: 12.7417 2021-08-17 16:59:26,237 - mmaction - INFO - Epoch [31][2880/3520] lr: 5.000e-04, eta: 11:14:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.6990, loss_cls: 2.3504, loss: 2.3504, grad_norm: 12.4105 2021-08-17 16:59:37,717 - mmaction - INFO - Epoch [31][2900/3520] lr: 5.000e-04, eta: 11:14:33, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7188, loss_cls: 2.2585, loss: 2.2585, grad_norm: 11.8311 2021-08-17 16:59:49,252 - mmaction - INFO - Epoch [31][2920/3520] lr: 5.000e-04, eta: 11:14:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7375, loss_cls: 2.1592, loss: 2.1592, grad_norm: 11.7567 2021-08-17 17:00:00,820 - mmaction - INFO - Epoch [31][2940/3520] lr: 5.000e-04, eta: 11:14:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7458, loss_cls: 2.1615, loss: 2.1615, grad_norm: 11.5808 2021-08-17 17:00:12,403 - mmaction - INFO - Epoch [31][2960/3520] lr: 5.000e-04, eta: 11:13:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7260, loss_cls: 2.3125, loss: 2.3125, grad_norm: 12.2279 2021-08-17 17:00:23,926 - mmaction - INFO - Epoch [31][2980/3520] lr: 5.000e-04, eta: 11:13:44, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7167, loss_cls: 2.2733, loss: 2.2733, grad_norm: 12.0460 2021-08-17 17:00:35,394 - mmaction - INFO - Epoch [31][3000/3520] lr: 5.000e-04, eta: 11:13:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7167, loss_cls: 2.2964, loss: 2.2964, grad_norm: 11.7273 2021-08-17 17:00:46,986 - mmaction - INFO - Epoch [31][3020/3520] lr: 5.000e-04, eta: 11:13:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7385, loss_cls: 2.2029, loss: 2.2029, grad_norm: 11.8208 2021-08-17 17:00:58,473 - mmaction - INFO - Epoch [31][3040/3520] lr: 5.000e-04, eta: 11:13:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7198, loss_cls: 2.3074, loss: 2.3074, grad_norm: 11.9613 2021-08-17 17:01:10,011 - mmaction - INFO - Epoch [31][3060/3520] lr: 5.000e-04, eta: 11:12:55, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7146, loss_cls: 2.3024, loss: 2.3024, grad_norm: 12.1011 2021-08-17 17:01:21,476 - mmaction - INFO - Epoch [31][3080/3520] lr: 5.000e-04, eta: 11:12:43, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7219, loss_cls: 2.2737, loss: 2.2737, grad_norm: 12.4303 2021-08-17 17:01:32,931 - mmaction - INFO - Epoch [31][3100/3520] lr: 5.000e-04, eta: 11:12:30, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7167, loss_cls: 2.3507, loss: 2.3507, grad_norm: 12.2958 2021-08-17 17:01:44,430 - mmaction - INFO - Epoch [31][3120/3520] lr: 5.000e-04, eta: 11:12:18, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7385, loss_cls: 2.2560, loss: 2.2560, grad_norm: 11.9857 2021-08-17 17:01:56,037 - mmaction - INFO - Epoch [31][3140/3520] lr: 5.000e-04, eta: 11:12:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7438, loss_cls: 2.2212, loss: 2.2212, grad_norm: 11.9327 2021-08-17 17:02:07,604 - mmaction - INFO - Epoch [31][3160/3520] lr: 5.000e-04, eta: 11:11:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7302, loss_cls: 2.2989, loss: 2.2989, grad_norm: 12.3707 2021-08-17 17:02:19,149 - mmaction - INFO - Epoch [31][3180/3520] lr: 5.000e-04, eta: 11:11:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7052, loss_cls: 2.3228, loss: 2.3228, grad_norm: 11.7283 2021-08-17 17:02:30,665 - mmaction - INFO - Epoch [31][3200/3520] lr: 5.000e-04, eta: 11:11:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7354, loss_cls: 2.2143, loss: 2.2143, grad_norm: 12.2618 2021-08-17 17:02:42,222 - mmaction - INFO - Epoch [31][3220/3520] lr: 5.000e-04, eta: 11:11:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7188, loss_cls: 2.2591, loss: 2.2591, grad_norm: 11.9786 2021-08-17 17:02:53,813 - mmaction - INFO - Epoch [31][3240/3520] lr: 5.000e-04, eta: 11:11:05, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7135, loss_cls: 2.3059, loss: 2.3059, grad_norm: 12.1437 2021-08-17 17:03:05,398 - mmaction - INFO - Epoch [31][3260/3520] lr: 5.000e-04, eta: 11:10:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7417, loss_cls: 2.2607, loss: 2.2607, grad_norm: 12.3130 2021-08-17 17:03:16,915 - mmaction - INFO - Epoch [31][3280/3520] lr: 5.000e-04, eta: 11:10:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7208, loss_cls: 2.2974, loss: 2.2974, grad_norm: 12.1417 2021-08-17 17:03:28,521 - mmaction - INFO - Epoch [31][3300/3520] lr: 5.000e-04, eta: 11:10:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7302, loss_cls: 2.2502, loss: 2.2502, grad_norm: 12.1088 2021-08-17 17:03:39,977 - mmaction - INFO - Epoch [31][3320/3520] lr: 5.000e-04, eta: 11:10:15, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7354, loss_cls: 2.2142, loss: 2.2142, grad_norm: 12.2159 2021-08-17 17:03:51,531 - mmaction - INFO - Epoch [31][3340/3520] lr: 5.000e-04, eta: 11:10:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7083, loss_cls: 2.3775, loss: 2.3775, grad_norm: 12.3425 2021-08-17 17:04:02,992 - mmaction - INFO - Epoch [31][3360/3520] lr: 5.000e-04, eta: 11:09:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.3169, loss: 2.3169, grad_norm: 11.8324 2021-08-17 17:04:14,637 - mmaction - INFO - Epoch [31][3380/3520] lr: 5.000e-04, eta: 11:09:39, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7031, loss_cls: 2.2944, loss: 2.2944, grad_norm: 12.3032 2021-08-17 17:04:26,131 - mmaction - INFO - Epoch [31][3400/3520] lr: 5.000e-04, eta: 11:09:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7365, loss_cls: 2.2838, loss: 2.2838, grad_norm: 12.2893 2021-08-17 17:04:37,634 - mmaction - INFO - Epoch [31][3420/3520] lr: 5.000e-04, eta: 11:09:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7156, loss_cls: 2.2962, loss: 2.2962, grad_norm: 12.5387 2021-08-17 17:04:49,168 - mmaction - INFO - Epoch [31][3440/3520] lr: 5.000e-04, eta: 11:09:02, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7292, loss_cls: 2.2415, loss: 2.2415, grad_norm: 12.1866 2021-08-17 17:05:00,649 - mmaction - INFO - Epoch [31][3460/3520] lr: 5.000e-04, eta: 11:08:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7250, loss_cls: 2.2304, loss: 2.2304, grad_norm: 12.1852 2021-08-17 17:05:12,195 - mmaction - INFO - Epoch [31][3480/3520] lr: 5.000e-04, eta: 11:08:37, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7167, loss_cls: 2.3677, loss: 2.3677, grad_norm: 12.7328 2021-08-17 17:05:23,717 - mmaction - INFO - Epoch [31][3500/3520] lr: 5.000e-04, eta: 11:08:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7135, loss_cls: 2.3620, loss: 2.3620, grad_norm: 12.1550 2021-08-17 17:05:34,894 - mmaction - INFO - Epoch [31][3520/3520] lr: 5.000e-04, eta: 11:08:13, time: 0.558, data_time: 0.003, memory: 8335, top1_acc: 0.4196, top5_acc: 0.7098, loss_cls: 2.3166, loss: 2.3166, grad_norm: 12.5908 2021-08-17 17:05:36,344 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-08-17 17:06:58,547 - mmaction - INFO - Epoch [32][20/3520] lr: 5.000e-04, eta: 11:08:43, time: 4.071, data_time: 3.448, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7375, loss_cls: 2.2057, loss: 2.2057, grad_norm: 11.8938 2021-08-17 17:07:10,018 - mmaction - INFO - Epoch [32][40/3520] lr: 5.000e-04, eta: 11:08:31, time: 0.573, data_time: 0.004, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7177, loss_cls: 2.2566, loss: 2.2566, grad_norm: 11.9718 2021-08-17 17:07:21,444 - mmaction - INFO - Epoch [32][60/3520] lr: 5.000e-04, eta: 11:08:18, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7292, loss_cls: 2.2520, loss: 2.2520, grad_norm: 12.6334 2021-08-17 17:07:32,887 - mmaction - INFO - Epoch [32][80/3520] lr: 5.000e-04, eta: 11:08:06, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7229, loss_cls: 2.3222, loss: 2.3222, grad_norm: 12.5949 2021-08-17 17:07:44,398 - mmaction - INFO - Epoch [32][100/3520] lr: 5.000e-04, eta: 11:07:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7208, loss_cls: 2.2912, loss: 2.2912, grad_norm: 12.1779 2021-08-17 17:07:55,924 - mmaction - INFO - Epoch [32][120/3520] lr: 5.000e-04, eta: 11:07:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7271, loss_cls: 2.1849, loss: 2.1849, grad_norm: 11.7244 2021-08-17 17:08:07,328 - mmaction - INFO - Epoch [32][140/3520] lr: 5.000e-04, eta: 11:07:29, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7219, loss_cls: 2.3165, loss: 2.3165, grad_norm: 12.2218 2021-08-17 17:08:18,828 - mmaction - INFO - Epoch [32][160/3520] lr: 5.000e-04, eta: 11:07:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7031, loss_cls: 2.2829, loss: 2.2829, grad_norm: 12.2237 2021-08-17 17:08:30,318 - mmaction - INFO - Epoch [32][180/3520] lr: 5.000e-04, eta: 11:07:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7146, loss_cls: 2.2816, loss: 2.2816, grad_norm: 12.3616 2021-08-17 17:08:41,812 - mmaction - INFO - Epoch [32][200/3520] lr: 5.000e-04, eta: 11:06:52, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7302, loss_cls: 2.3093, loss: 2.3093, grad_norm: 12.2732 2021-08-17 17:08:53,279 - mmaction - INFO - Epoch [32][220/3520] lr: 5.000e-04, eta: 11:06:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7292, loss_cls: 2.2433, loss: 2.2433, grad_norm: 12.0349 2021-08-17 17:09:04,826 - mmaction - INFO - Epoch [32][240/3520] lr: 5.000e-04, eta: 11:06:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7281, loss_cls: 2.2794, loss: 2.2794, grad_norm: 12.3946 2021-08-17 17:09:16,347 - mmaction - INFO - Epoch [32][260/3520] lr: 5.000e-04, eta: 11:06:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.2827, loss: 2.2827, grad_norm: 12.2298 2021-08-17 17:09:27,890 - mmaction - INFO - Epoch [32][280/3520] lr: 5.000e-04, eta: 11:06:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.3990, top5_acc: 0.7021, loss_cls: 2.4049, loss: 2.4049, grad_norm: 13.0108 2021-08-17 17:09:39,349 - mmaction - INFO - Epoch [32][300/3520] lr: 5.000e-04, eta: 11:05:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7229, loss_cls: 2.3009, loss: 2.3009, grad_norm: 12.4791 2021-08-17 17:09:50,908 - mmaction - INFO - Epoch [32][320/3520] lr: 5.000e-04, eta: 11:05:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7281, loss_cls: 2.2686, loss: 2.2686, grad_norm: 12.1371 2021-08-17 17:10:02,494 - mmaction - INFO - Epoch [32][340/3520] lr: 5.000e-04, eta: 11:05:26, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7198, loss_cls: 2.2129, loss: 2.2129, grad_norm: 12.4938 2021-08-17 17:10:13,985 - mmaction - INFO - Epoch [32][360/3520] lr: 5.000e-04, eta: 11:05:14, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7469, loss_cls: 2.2052, loss: 2.2052, grad_norm: 12.1317 2021-08-17 17:10:25,435 - mmaction - INFO - Epoch [32][380/3520] lr: 5.000e-04, eta: 11:05:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7240, loss_cls: 2.2502, loss: 2.2502, grad_norm: 12.5242 2021-08-17 17:10:36,909 - mmaction - INFO - Epoch [32][400/3520] lr: 5.000e-04, eta: 11:04:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7302, loss_cls: 2.2261, loss: 2.2261, grad_norm: 12.0623 2021-08-17 17:10:48,492 - mmaction - INFO - Epoch [32][420/3520] lr: 5.000e-04, eta: 11:04:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7208, loss_cls: 2.2870, loss: 2.2870, grad_norm: 12.2170 2021-08-17 17:10:59,991 - mmaction - INFO - Epoch [32][440/3520] lr: 5.000e-04, eta: 11:04:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7292, loss_cls: 2.2741, loss: 2.2741, grad_norm: 12.0470 2021-08-17 17:11:11,459 - mmaction - INFO - Epoch [32][460/3520] lr: 5.000e-04, eta: 11:04:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7240, loss_cls: 2.3525, loss: 2.3525, grad_norm: 12.3585 2021-08-17 17:11:22,990 - mmaction - INFO - Epoch [32][480/3520] lr: 5.000e-04, eta: 11:04:00, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7312, loss_cls: 2.1966, loss: 2.1966, grad_norm: 11.8171 2021-08-17 17:11:34,541 - mmaction - INFO - Epoch [32][500/3520] lr: 5.000e-04, eta: 11:03:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7333, loss_cls: 2.2585, loss: 2.2585, grad_norm: 12.0599 2021-08-17 17:11:46,099 - mmaction - INFO - Epoch [32][520/3520] lr: 5.000e-04, eta: 11:03:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7250, loss_cls: 2.2674, loss: 2.2674, grad_norm: 12.2435 2021-08-17 17:11:57,555 - mmaction - INFO - Epoch [32][540/3520] lr: 5.000e-04, eta: 11:03:23, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7292, loss_cls: 2.2457, loss: 2.2457, grad_norm: 12.2342 2021-08-17 17:12:09,056 - mmaction - INFO - Epoch [32][560/3520] lr: 5.000e-04, eta: 11:03:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7177, loss_cls: 2.2787, loss: 2.2787, grad_norm: 12.3937 2021-08-17 17:12:20,502 - mmaction - INFO - Epoch [32][580/3520] lr: 5.000e-04, eta: 11:02:58, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7104, loss_cls: 2.2694, loss: 2.2694, grad_norm: 12.3111 2021-08-17 17:12:32,029 - mmaction - INFO - Epoch [32][600/3520] lr: 5.000e-04, eta: 11:02:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7344, loss_cls: 2.2169, loss: 2.2169, grad_norm: 11.8417 2021-08-17 17:12:43,458 - mmaction - INFO - Epoch [32][620/3520] lr: 5.000e-04, eta: 11:02:34, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7167, loss_cls: 2.2963, loss: 2.2963, grad_norm: 12.3117 2021-08-17 17:12:54,996 - mmaction - INFO - Epoch [32][640/3520] lr: 5.000e-04, eta: 11:02:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7312, loss_cls: 2.2026, loss: 2.2026, grad_norm: 12.2216 2021-08-17 17:13:06,562 - mmaction - INFO - Epoch [32][660/3520] lr: 5.000e-04, eta: 11:02:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7010, loss_cls: 2.3187, loss: 2.3187, grad_norm: 12.3703 2021-08-17 17:13:18,101 - mmaction - INFO - Epoch [32][680/3520] lr: 5.000e-04, eta: 11:01:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7302, loss_cls: 2.2631, loss: 2.2631, grad_norm: 12.3339 2021-08-17 17:13:29,573 - mmaction - INFO - Epoch [32][700/3520] lr: 5.000e-04, eta: 11:01:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7396, loss_cls: 2.2970, loss: 2.2970, grad_norm: 12.2025 2021-08-17 17:13:41,172 - mmaction - INFO - Epoch [32][720/3520] lr: 5.000e-04, eta: 11:01:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4010, top5_acc: 0.7208, loss_cls: 2.3107, loss: 2.3107, grad_norm: 12.1419 2021-08-17 17:13:52,686 - mmaction - INFO - Epoch [32][740/3520] lr: 5.000e-04, eta: 11:01:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7250, loss_cls: 2.1914, loss: 2.1914, grad_norm: 12.2630 2021-08-17 17:14:04,235 - mmaction - INFO - Epoch [32][760/3520] lr: 5.000e-04, eta: 11:01:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.7125, loss_cls: 2.3298, loss: 2.3298, grad_norm: 12.5271 2021-08-17 17:14:15,757 - mmaction - INFO - Epoch [32][780/3520] lr: 5.000e-04, eta: 11:00:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7458, loss_cls: 2.1743, loss: 2.1743, grad_norm: 12.1622 2021-08-17 17:14:27,254 - mmaction - INFO - Epoch [32][800/3520] lr: 5.000e-04, eta: 11:00:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7104, loss_cls: 2.2666, loss: 2.2666, grad_norm: 12.3540 2021-08-17 17:14:38,733 - mmaction - INFO - Epoch [32][820/3520] lr: 5.000e-04, eta: 11:00:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7469, loss_cls: 2.1400, loss: 2.1400, grad_norm: 12.1542 2021-08-17 17:14:50,232 - mmaction - INFO - Epoch [32][840/3520] lr: 5.000e-04, eta: 11:00:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.2827, loss: 2.2827, grad_norm: 12.0175 2021-08-17 17:15:01,771 - mmaction - INFO - Epoch [32][860/3520] lr: 5.000e-04, eta: 11:00:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7333, loss_cls: 2.2518, loss: 2.2518, grad_norm: 12.3851 2021-08-17 17:15:13,250 - mmaction - INFO - Epoch [32][880/3520] lr: 5.000e-04, eta: 10:59:54, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7323, loss_cls: 2.2024, loss: 2.2024, grad_norm: 12.7537 2021-08-17 17:15:24,756 - mmaction - INFO - Epoch [32][900/3520] lr: 5.000e-04, eta: 10:59:42, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7354, loss_cls: 2.2417, loss: 2.2417, grad_norm: 12.3087 2021-08-17 17:15:36,318 - mmaction - INFO - Epoch [32][920/3520] lr: 5.000e-04, eta: 10:59:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7292, loss_cls: 2.2546, loss: 2.2546, grad_norm: 12.8626 2021-08-17 17:15:47,803 - mmaction - INFO - Epoch [32][940/3520] lr: 5.000e-04, eta: 10:59:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7458, loss_cls: 2.2031, loss: 2.2031, grad_norm: 12.4021 2021-08-17 17:15:59,265 - mmaction - INFO - Epoch [32][960/3520] lr: 5.000e-04, eta: 10:59:05, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7354, loss_cls: 2.2182, loss: 2.2182, grad_norm: 12.3273 2021-08-17 17:16:10,794 - mmaction - INFO - Epoch [32][980/3520] lr: 5.000e-04, eta: 10:58:53, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7146, loss_cls: 2.2767, loss: 2.2767, grad_norm: 12.7328 2021-08-17 17:16:22,349 - mmaction - INFO - Epoch [32][1000/3520] lr: 5.000e-04, eta: 10:58:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7271, loss_cls: 2.2887, loss: 2.2887, grad_norm: 12.3643 2021-08-17 17:16:33,850 - mmaction - INFO - Epoch [32][1020/3520] lr: 5.000e-04, eta: 10:58:28, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7427, loss_cls: 2.2023, loss: 2.2023, grad_norm: 12.5811 2021-08-17 17:16:45,476 - mmaction - INFO - Epoch [32][1040/3520] lr: 5.000e-04, eta: 10:58:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7281, loss_cls: 2.2692, loss: 2.2692, grad_norm: 12.3661 2021-08-17 17:16:57,061 - mmaction - INFO - Epoch [32][1060/3520] lr: 5.000e-04, eta: 10:58:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7135, loss_cls: 2.3266, loss: 2.3266, grad_norm: 12.8803 2021-08-17 17:17:08,530 - mmaction - INFO - Epoch [32][1080/3520] lr: 5.000e-04, eta: 10:57:51, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7438, loss_cls: 2.2476, loss: 2.2476, grad_norm: 12.5660 2021-08-17 17:17:20,075 - mmaction - INFO - Epoch [32][1100/3520] lr: 5.000e-04, eta: 10:57:39, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.2954, loss: 2.2954, grad_norm: 11.9922 2021-08-17 17:17:31,691 - mmaction - INFO - Epoch [32][1120/3520] lr: 5.000e-04, eta: 10:57:27, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7448, loss_cls: 2.1795, loss: 2.1795, grad_norm: 11.8273 2021-08-17 17:17:43,181 - mmaction - INFO - Epoch [32][1140/3520] lr: 5.000e-04, eta: 10:57:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7271, loss_cls: 2.1996, loss: 2.1996, grad_norm: 12.1823 2021-08-17 17:17:54,677 - mmaction - INFO - Epoch [32][1160/3520] lr: 5.000e-04, eta: 10:57:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2028, loss: 2.2028, grad_norm: 12.5721 2021-08-17 17:18:06,155 - mmaction - INFO - Epoch [32][1180/3520] lr: 5.000e-04, eta: 10:56:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7479, loss_cls: 2.1675, loss: 2.1675, grad_norm: 11.9521 2021-08-17 17:18:17,614 - mmaction - INFO - Epoch [32][1200/3520] lr: 5.000e-04, eta: 10:56:38, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7365, loss_cls: 2.2555, loss: 2.2555, grad_norm: 12.7228 2021-08-17 17:18:29,176 - mmaction - INFO - Epoch [32][1220/3520] lr: 5.000e-04, eta: 10:56:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7375, loss_cls: 2.2185, loss: 2.2185, grad_norm: 12.0728 2021-08-17 17:18:40,692 - mmaction - INFO - Epoch [32][1240/3520] lr: 5.000e-04, eta: 10:56:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7385, loss_cls: 2.2424, loss: 2.2424, grad_norm: 12.7148 2021-08-17 17:18:52,158 - mmaction - INFO - Epoch [32][1260/3520] lr: 5.000e-04, eta: 10:56:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7375, loss_cls: 2.2392, loss: 2.2392, grad_norm: 12.2429 2021-08-17 17:19:03,662 - mmaction - INFO - Epoch [32][1280/3520] lr: 5.000e-04, eta: 10:55:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7104, loss_cls: 2.3631, loss: 2.3631, grad_norm: 12.7383 2021-08-17 17:19:15,169 - mmaction - INFO - Epoch [32][1300/3520] lr: 5.000e-04, eta: 10:55:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7198, loss_cls: 2.2125, loss: 2.2125, grad_norm: 12.6404 2021-08-17 17:19:26,706 - mmaction - INFO - Epoch [32][1320/3520] lr: 5.000e-04, eta: 10:55:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7156, loss_cls: 2.2789, loss: 2.2789, grad_norm: 12.1649 2021-08-17 17:19:38,290 - mmaction - INFO - Epoch [32][1340/3520] lr: 5.000e-04, eta: 10:55:12, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7417, loss_cls: 2.2474, loss: 2.2474, grad_norm: 12.1779 2021-08-17 17:19:49,807 - mmaction - INFO - Epoch [32][1360/3520] lr: 5.000e-04, eta: 10:54:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.6948, loss_cls: 2.3659, loss: 2.3659, grad_norm: 12.7340 2021-08-17 17:20:01,326 - mmaction - INFO - Epoch [32][1380/3520] lr: 5.000e-04, eta: 10:54:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7458, loss_cls: 2.1525, loss: 2.1525, grad_norm: 12.6893 2021-08-17 17:20:12,818 - mmaction - INFO - Epoch [32][1400/3520] lr: 5.000e-04, eta: 10:54:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7281, loss_cls: 2.1901, loss: 2.1901, grad_norm: 12.3446 2021-08-17 17:20:24,343 - mmaction - INFO - Epoch [32][1420/3520] lr: 5.000e-04, eta: 10:54:23, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7312, loss_cls: 2.2551, loss: 2.2551, grad_norm: 12.3019 2021-08-17 17:20:35,910 - mmaction - INFO - Epoch [32][1440/3520] lr: 5.000e-04, eta: 10:54:10, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7417, loss_cls: 2.2542, loss: 2.2542, grad_norm: 12.7241 2021-08-17 17:20:47,450 - mmaction - INFO - Epoch [32][1460/3520] lr: 5.000e-04, eta: 10:53:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7000, loss_cls: 2.3503, loss: 2.3503, grad_norm: 12.4260 2021-08-17 17:20:58,960 - mmaction - INFO - Epoch [32][1480/3520] lr: 5.000e-04, eta: 10:53:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7490, loss_cls: 2.1681, loss: 2.1681, grad_norm: 12.2182 2021-08-17 17:21:10,482 - mmaction - INFO - Epoch [32][1500/3520] lr: 5.000e-04, eta: 10:53:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7208, loss_cls: 2.2923, loss: 2.2923, grad_norm: 12.2696 2021-08-17 17:21:21,957 - mmaction - INFO - Epoch [32][1520/3520] lr: 5.000e-04, eta: 10:53:21, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7229, loss_cls: 2.3269, loss: 2.3269, grad_norm: 12.8882 2021-08-17 17:21:33,398 - mmaction - INFO - Epoch [32][1540/3520] lr: 5.000e-04, eta: 10:53:09, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7396, loss_cls: 2.1936, loss: 2.1936, grad_norm: 12.4003 2021-08-17 17:21:44,978 - mmaction - INFO - Epoch [32][1560/3520] lr: 5.000e-04, eta: 10:52:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7573, loss_cls: 2.1894, loss: 2.1894, grad_norm: 12.4329 2021-08-17 17:21:56,450 - mmaction - INFO - Epoch [32][1580/3520] lr: 5.000e-04, eta: 10:52:44, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7260, loss_cls: 2.2397, loss: 2.2397, grad_norm: 12.1147 2021-08-17 17:22:07,982 - mmaction - INFO - Epoch [32][1600/3520] lr: 5.000e-04, eta: 10:52:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7250, loss_cls: 2.2761, loss: 2.2761, grad_norm: 12.3639 2021-08-17 17:22:19,491 - mmaction - INFO - Epoch [32][1620/3520] lr: 5.000e-04, eta: 10:52:20, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7323, loss_cls: 2.2485, loss: 2.2485, grad_norm: 12.4025 2021-08-17 17:22:30,974 - mmaction - INFO - Epoch [32][1640/3520] lr: 5.000e-04, eta: 10:52:07, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7250, loss_cls: 2.2228, loss: 2.2228, grad_norm: 12.2423 2021-08-17 17:22:42,420 - mmaction - INFO - Epoch [32][1660/3520] lr: 5.000e-04, eta: 10:51:55, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7427, loss_cls: 2.2548, loss: 2.2548, grad_norm: 12.8669 2021-08-17 17:22:53,990 - mmaction - INFO - Epoch [32][1680/3520] lr: 5.000e-04, eta: 10:51:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7365, loss_cls: 2.1650, loss: 2.1650, grad_norm: 12.6700 2021-08-17 17:23:05,536 - mmaction - INFO - Epoch [32][1700/3520] lr: 5.000e-04, eta: 10:51:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7250, loss_cls: 2.2917, loss: 2.2917, grad_norm: 12.7104 2021-08-17 17:23:17,039 - mmaction - INFO - Epoch [32][1720/3520] lr: 5.000e-04, eta: 10:51:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7281, loss_cls: 2.2690, loss: 2.2690, grad_norm: 12.4267 2021-08-17 17:23:28,521 - mmaction - INFO - Epoch [32][1740/3520] lr: 5.000e-04, eta: 10:51:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7344, loss_cls: 2.2343, loss: 2.2343, grad_norm: 12.3342 2021-08-17 17:23:40,051 - mmaction - INFO - Epoch [32][1760/3520] lr: 5.000e-04, eta: 10:50:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7219, loss_cls: 2.2761, loss: 2.2761, grad_norm: 12.7011 2021-08-17 17:23:51,586 - mmaction - INFO - Epoch [32][1780/3520] lr: 5.000e-04, eta: 10:50:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7406, loss_cls: 2.2327, loss: 2.2327, grad_norm: 12.4866 2021-08-17 17:24:03,137 - mmaction - INFO - Epoch [32][1800/3520] lr: 5.000e-04, eta: 10:50:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7094, loss_cls: 2.3215, loss: 2.3215, grad_norm: 12.6523 2021-08-17 17:24:14,656 - mmaction - INFO - Epoch [32][1820/3520] lr: 5.000e-04, eta: 10:50:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7250, loss_cls: 2.3100, loss: 2.3100, grad_norm: 12.5034 2021-08-17 17:24:26,138 - mmaction - INFO - Epoch [32][1840/3520] lr: 5.000e-04, eta: 10:50:05, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7188, loss_cls: 2.2585, loss: 2.2585, grad_norm: 12.6671 2021-08-17 17:24:37,657 - mmaction - INFO - Epoch [32][1860/3520] lr: 5.000e-04, eta: 10:49:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7229, loss_cls: 2.2607, loss: 2.2607, grad_norm: 12.3924 2021-08-17 17:24:49,143 - mmaction - INFO - Epoch [32][1880/3520] lr: 5.000e-04, eta: 10:49:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7021, loss_cls: 2.3241, loss: 2.3241, grad_norm: 12.7682 2021-08-17 17:25:00,653 - mmaction - INFO - Epoch [32][1900/3520] lr: 5.000e-04, eta: 10:49:28, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.3534, loss: 2.3534, grad_norm: 12.7729 2021-08-17 17:25:12,170 - mmaction - INFO - Epoch [32][1920/3520] lr: 5.000e-04, eta: 10:49:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7135, loss_cls: 2.3263, loss: 2.3263, grad_norm: 12.6718 2021-08-17 17:25:23,752 - mmaction - INFO - Epoch [32][1940/3520] lr: 5.000e-04, eta: 10:49:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7292, loss_cls: 2.2734, loss: 2.2734, grad_norm: 12.2717 2021-08-17 17:25:35,284 - mmaction - INFO - Epoch [32][1960/3520] lr: 5.000e-04, eta: 10:48:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7052, loss_cls: 2.3482, loss: 2.3482, grad_norm: 12.8296 2021-08-17 17:25:46,796 - mmaction - INFO - Epoch [32][1980/3520] lr: 5.000e-04, eta: 10:48:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7344, loss_cls: 2.2439, loss: 2.2439, grad_norm: 12.6620 2021-08-17 17:25:58,332 - mmaction - INFO - Epoch [32][2000/3520] lr: 5.000e-04, eta: 10:48:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7156, loss_cls: 2.3165, loss: 2.3165, grad_norm: 12.1666 2021-08-17 17:26:09,829 - mmaction - INFO - Epoch [32][2020/3520] lr: 5.000e-04, eta: 10:48:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7365, loss_cls: 2.2166, loss: 2.2166, grad_norm: 12.1259 2021-08-17 17:26:21,378 - mmaction - INFO - Epoch [32][2040/3520] lr: 5.000e-04, eta: 10:48:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7229, loss_cls: 2.2928, loss: 2.2928, grad_norm: 12.5598 2021-08-17 17:26:32,897 - mmaction - INFO - Epoch [32][2060/3520] lr: 5.000e-04, eta: 10:47:50, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.6948, loss_cls: 2.3318, loss: 2.3318, grad_norm: 12.9423 2021-08-17 17:26:44,413 - mmaction - INFO - Epoch [32][2080/3520] lr: 5.000e-04, eta: 10:47:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7365, loss_cls: 2.2021, loss: 2.2021, grad_norm: 12.2349 2021-08-17 17:26:55,881 - mmaction - INFO - Epoch [32][2100/3520] lr: 5.000e-04, eta: 10:47:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7406, loss_cls: 2.1985, loss: 2.1985, grad_norm: 12.7604 2021-08-17 17:27:07,441 - mmaction - INFO - Epoch [32][2120/3520] lr: 5.000e-04, eta: 10:47:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7323, loss_cls: 2.2949, loss: 2.2949, grad_norm: 12.8841 2021-08-17 17:27:18,944 - mmaction - INFO - Epoch [32][2140/3520] lr: 5.000e-04, eta: 10:47:01, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7333, loss_cls: 2.2351, loss: 2.2351, grad_norm: 12.5713 2021-08-17 17:27:30,413 - mmaction - INFO - Epoch [32][2160/3520] lr: 5.000e-04, eta: 10:46:48, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7344, loss_cls: 2.1742, loss: 2.1742, grad_norm: 12.2566 2021-08-17 17:27:41,916 - mmaction - INFO - Epoch [32][2180/3520] lr: 5.000e-04, eta: 10:46:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7260, loss_cls: 2.2852, loss: 2.2852, grad_norm: 12.8537 2021-08-17 17:27:53,431 - mmaction - INFO - Epoch [32][2200/3520] lr: 5.000e-04, eta: 10:46:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6990, loss_cls: 2.2994, loss: 2.2994, grad_norm: 12.7951 2021-08-17 17:28:04,994 - mmaction - INFO - Epoch [32][2220/3520] lr: 5.000e-04, eta: 10:46:12, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.6875, loss_cls: 2.3706, loss: 2.3706, grad_norm: 12.4373 2021-08-17 17:28:16,464 - mmaction - INFO - Epoch [32][2240/3520] lr: 5.000e-04, eta: 10:45:59, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.3162, loss: 2.3162, grad_norm: 12.5600 2021-08-17 17:28:27,970 - mmaction - INFO - Epoch [32][2260/3520] lr: 5.000e-04, eta: 10:45:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7281, loss_cls: 2.2057, loss: 2.2057, grad_norm: 12.3874 2021-08-17 17:28:39,485 - mmaction - INFO - Epoch [32][2280/3520] lr: 5.000e-04, eta: 10:45:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7344, loss_cls: 2.2246, loss: 2.2246, grad_norm: 12.5269 2021-08-17 17:28:50,968 - mmaction - INFO - Epoch [32][2300/3520] lr: 5.000e-04, eta: 10:45:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.2456, loss: 2.2456, grad_norm: 12.3691 2021-08-17 17:29:02,457 - mmaction - INFO - Epoch [32][2320/3520] lr: 5.000e-04, eta: 10:45:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7135, loss_cls: 2.2584, loss: 2.2584, grad_norm: 12.3020 2021-08-17 17:29:13,932 - mmaction - INFO - Epoch [32][2340/3520] lr: 5.000e-04, eta: 10:44:58, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7385, loss_cls: 2.2411, loss: 2.2411, grad_norm: 12.7356 2021-08-17 17:29:25,476 - mmaction - INFO - Epoch [32][2360/3520] lr: 5.000e-04, eta: 10:44:46, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7458, loss_cls: 2.2357, loss: 2.2357, grad_norm: 12.4645 2021-08-17 17:29:36,903 - mmaction - INFO - Epoch [32][2380/3520] lr: 5.000e-04, eta: 10:44:33, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7385, loss_cls: 2.2456, loss: 2.2456, grad_norm: 12.7686 2021-08-17 17:29:48,367 - mmaction - INFO - Epoch [32][2400/3520] lr: 5.000e-04, eta: 10:44:21, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.2833, loss: 2.2833, grad_norm: 12.2935 2021-08-17 17:29:59,901 - mmaction - INFO - Epoch [32][2420/3520] lr: 5.000e-04, eta: 10:44:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7219, loss_cls: 2.2571, loss: 2.2571, grad_norm: 12.6980 2021-08-17 17:30:11,502 - mmaction - INFO - Epoch [32][2440/3520] lr: 5.000e-04, eta: 10:43:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7281, loss_cls: 2.2266, loss: 2.2266, grad_norm: 12.6765 2021-08-17 17:30:23,049 - mmaction - INFO - Epoch [32][2460/3520] lr: 5.000e-04, eta: 10:43:44, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7188, loss_cls: 2.2339, loss: 2.2339, grad_norm: 12.7515 2021-08-17 17:30:34,634 - mmaction - INFO - Epoch [32][2480/3520] lr: 5.000e-04, eta: 10:43:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.6937, loss_cls: 2.3657, loss: 2.3657, grad_norm: 12.8800 2021-08-17 17:30:46,142 - mmaction - INFO - Epoch [32][2500/3520] lr: 5.000e-04, eta: 10:43:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7375, loss_cls: 2.2337, loss: 2.2337, grad_norm: 12.6105 2021-08-17 17:30:57,630 - mmaction - INFO - Epoch [32][2520/3520] lr: 5.000e-04, eta: 10:43:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7458, loss_cls: 2.2094, loss: 2.2094, grad_norm: 12.7496 2021-08-17 17:31:09,144 - mmaction - INFO - Epoch [32][2540/3520] lr: 5.000e-04, eta: 10:42:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7188, loss_cls: 2.2498, loss: 2.2498, grad_norm: 12.6645 2021-08-17 17:31:20,625 - mmaction - INFO - Epoch [32][2560/3520] lr: 5.000e-04, eta: 10:42:43, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7302, loss_cls: 2.2154, loss: 2.2154, grad_norm: 12.6734 2021-08-17 17:31:32,319 - mmaction - INFO - Epoch [32][2580/3520] lr: 5.000e-04, eta: 10:42:31, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7333, loss_cls: 2.2932, loss: 2.2932, grad_norm: 12.9930 2021-08-17 17:31:43,839 - mmaction - INFO - Epoch [32][2600/3520] lr: 5.000e-04, eta: 10:42:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7469, loss_cls: 2.2122, loss: 2.2122, grad_norm: 12.6257 2021-08-17 17:31:55,374 - mmaction - INFO - Epoch [32][2620/3520] lr: 5.000e-04, eta: 10:42:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7135, loss_cls: 2.3033, loss: 2.3033, grad_norm: 12.4224 2021-08-17 17:32:06,878 - mmaction - INFO - Epoch [32][2640/3520] lr: 5.000e-04, eta: 10:41:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7604, loss_cls: 2.1784, loss: 2.1784, grad_norm: 12.0794 2021-08-17 17:32:18,394 - mmaction - INFO - Epoch [32][2660/3520] lr: 5.000e-04, eta: 10:41:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7427, loss_cls: 2.1953, loss: 2.1953, grad_norm: 12.0864 2021-08-17 17:32:29,864 - mmaction - INFO - Epoch [32][2680/3520] lr: 5.000e-04, eta: 10:41:29, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7260, loss_cls: 2.2439, loss: 2.2439, grad_norm: 12.4910 2021-08-17 17:32:41,343 - mmaction - INFO - Epoch [32][2700/3520] lr: 5.000e-04, eta: 10:41:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.2401, loss: 2.2401, grad_norm: 12.3474 2021-08-17 17:32:52,930 - mmaction - INFO - Epoch [32][2720/3520] lr: 5.000e-04, eta: 10:41:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7375, loss_cls: 2.2165, loss: 2.2165, grad_norm: 12.5883 2021-08-17 17:33:04,516 - mmaction - INFO - Epoch [32][2740/3520] lr: 5.000e-04, eta: 10:40:53, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7167, loss_cls: 2.2653, loss: 2.2653, grad_norm: 12.5693 2021-08-17 17:33:16,024 - mmaction - INFO - Epoch [32][2760/3520] lr: 5.000e-04, eta: 10:40:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7177, loss_cls: 2.2611, loss: 2.2611, grad_norm: 12.5103 2021-08-17 17:33:27,495 - mmaction - INFO - Epoch [32][2780/3520] lr: 5.000e-04, eta: 10:40:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7063, loss_cls: 2.2946, loss: 2.2946, grad_norm: 12.4623 2021-08-17 17:33:39,034 - mmaction - INFO - Epoch [32][2800/3520] lr: 5.000e-04, eta: 10:40:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7198, loss_cls: 2.2665, loss: 2.2665, grad_norm: 12.2927 2021-08-17 17:33:50,529 - mmaction - INFO - Epoch [32][2820/3520] lr: 5.000e-04, eta: 10:40:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7000, loss_cls: 2.3582, loss: 2.3582, grad_norm: 13.0934 2021-08-17 17:34:02,139 - mmaction - INFO - Epoch [32][2840/3520] lr: 5.000e-04, eta: 10:39:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7427, loss_cls: 2.2121, loss: 2.2121, grad_norm: 12.4958 2021-08-17 17:34:13,630 - mmaction - INFO - Epoch [32][2860/3520] lr: 5.000e-04, eta: 10:39:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7156, loss_cls: 2.2907, loss: 2.2907, grad_norm: 12.8212 2021-08-17 17:34:25,315 - mmaction - INFO - Epoch [32][2880/3520] lr: 5.000e-04, eta: 10:39:27, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7052, loss_cls: 2.2894, loss: 2.2894, grad_norm: 12.3895 2021-08-17 17:34:36,809 - mmaction - INFO - Epoch [32][2900/3520] lr: 5.000e-04, eta: 10:39:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7063, loss_cls: 2.3090, loss: 2.3090, grad_norm: 12.5620 2021-08-17 17:34:48,438 - mmaction - INFO - Epoch [32][2920/3520] lr: 5.000e-04, eta: 10:39:03, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7406, loss_cls: 2.2215, loss: 2.2215, grad_norm: 12.5400 2021-08-17 17:35:00,018 - mmaction - INFO - Epoch [32][2940/3520] lr: 5.000e-04, eta: 10:38:50, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7198, loss_cls: 2.2842, loss: 2.2842, grad_norm: 12.8322 2021-08-17 17:35:11,616 - mmaction - INFO - Epoch [32][2960/3520] lr: 5.000e-04, eta: 10:38:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7260, loss_cls: 2.2639, loss: 2.2639, grad_norm: 12.7225 2021-08-17 17:35:23,078 - mmaction - INFO - Epoch [32][2980/3520] lr: 5.000e-04, eta: 10:38:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7302, loss_cls: 2.2255, loss: 2.2255, grad_norm: 12.8525 2021-08-17 17:35:34,587 - mmaction - INFO - Epoch [32][3000/3520] lr: 5.000e-04, eta: 10:38:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7375, loss_cls: 2.2730, loss: 2.2730, grad_norm: 12.7965 2021-08-17 17:35:46,074 - mmaction - INFO - Epoch [32][3020/3520] lr: 5.000e-04, eta: 10:38:01, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7323, loss_cls: 2.2239, loss: 2.2239, grad_norm: 11.9643 2021-08-17 17:35:57,569 - mmaction - INFO - Epoch [32][3040/3520] lr: 5.000e-04, eta: 10:37:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7135, loss_cls: 2.2819, loss: 2.2819, grad_norm: 12.5564 2021-08-17 17:36:09,000 - mmaction - INFO - Epoch [32][3060/3520] lr: 5.000e-04, eta: 10:37:37, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2165, loss: 2.2165, grad_norm: 12.1981 2021-08-17 17:36:20,523 - mmaction - INFO - Epoch [32][3080/3520] lr: 5.000e-04, eta: 10:37:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7125, loss_cls: 2.2934, loss: 2.2934, grad_norm: 12.3452 2021-08-17 17:36:32,019 - mmaction - INFO - Epoch [32][3100/3520] lr: 5.000e-04, eta: 10:37:12, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7344, loss_cls: 2.1922, loss: 2.1922, grad_norm: 12.4997 2021-08-17 17:36:43,502 - mmaction - INFO - Epoch [32][3120/3520] lr: 5.000e-04, eta: 10:37:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.3024, loss: 2.3024, grad_norm: 12.3039 2021-08-17 17:36:54,964 - mmaction - INFO - Epoch [32][3140/3520] lr: 5.000e-04, eta: 10:36:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.1492, loss: 2.1492, grad_norm: 12.0993 2021-08-17 17:37:06,428 - mmaction - INFO - Epoch [32][3160/3520] lr: 5.000e-04, eta: 10:36:35, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7271, loss_cls: 2.1840, loss: 2.1840, grad_norm: 12.1792 2021-08-17 17:37:17,906 - mmaction - INFO - Epoch [32][3180/3520] lr: 5.000e-04, eta: 10:36:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7458, loss_cls: 2.1397, loss: 2.1397, grad_norm: 12.1900 2021-08-17 17:37:29,349 - mmaction - INFO - Epoch [32][3200/3520] lr: 5.000e-04, eta: 10:36:11, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7083, loss_cls: 2.3086, loss: 2.3086, grad_norm: 12.9107 2021-08-17 17:37:40,869 - mmaction - INFO - Epoch [32][3220/3520] lr: 5.000e-04, eta: 10:35:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7240, loss_cls: 2.3340, loss: 2.3340, grad_norm: 12.7302 2021-08-17 17:37:52,516 - mmaction - INFO - Epoch [32][3240/3520] lr: 5.000e-04, eta: 10:35:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7427, loss_cls: 2.2699, loss: 2.2699, grad_norm: 12.3187 2021-08-17 17:38:04,035 - mmaction - INFO - Epoch [32][3260/3520] lr: 5.000e-04, eta: 10:35:34, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7135, loss_cls: 2.2731, loss: 2.2731, grad_norm: 12.0655 2021-08-17 17:38:15,597 - mmaction - INFO - Epoch [32][3280/3520] lr: 5.000e-04, eta: 10:35:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7365, loss_cls: 2.1926, loss: 2.1926, grad_norm: 13.1628 2021-08-17 17:38:27,139 - mmaction - INFO - Epoch [32][3300/3520] lr: 5.000e-04, eta: 10:35:10, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7198, loss_cls: 2.2508, loss: 2.2508, grad_norm: 12.6154 2021-08-17 17:38:38,648 - mmaction - INFO - Epoch [32][3320/3520] lr: 5.000e-04, eta: 10:34:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7344, loss_cls: 2.2105, loss: 2.2105, grad_norm: 12.3471 2021-08-17 17:38:50,136 - mmaction - INFO - Epoch [32][3340/3520] lr: 5.000e-04, eta: 10:34:45, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7188, loss_cls: 2.3187, loss: 2.3187, grad_norm: 12.6473 2021-08-17 17:39:01,687 - mmaction - INFO - Epoch [32][3360/3520] lr: 5.000e-04, eta: 10:34:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7188, loss_cls: 2.2011, loss: 2.2011, grad_norm: 12.0433 2021-08-17 17:39:13,293 - mmaction - INFO - Epoch [32][3380/3520] lr: 5.000e-04, eta: 10:34:21, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7271, loss_cls: 2.2615, loss: 2.2615, grad_norm: 12.2981 2021-08-17 17:39:24,772 - mmaction - INFO - Epoch [32][3400/3520] lr: 5.000e-04, eta: 10:34:08, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7271, loss_cls: 2.2608, loss: 2.2608, grad_norm: 12.6950 2021-08-17 17:39:36,250 - mmaction - INFO - Epoch [32][3420/3520] lr: 5.000e-04, eta: 10:33:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7146, loss_cls: 2.3193, loss: 2.3193, grad_norm: 13.0375 2021-08-17 17:39:47,801 - mmaction - INFO - Epoch [32][3440/3520] lr: 5.000e-04, eta: 10:33:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7135, loss_cls: 2.3419, loss: 2.3419, grad_norm: 12.5022 2021-08-17 17:39:59,389 - mmaction - INFO - Epoch [32][3460/3520] lr: 5.000e-04, eta: 10:33:32, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7333, loss_cls: 2.2688, loss: 2.2688, grad_norm: 12.5097 2021-08-17 17:40:10,947 - mmaction - INFO - Epoch [32][3480/3520] lr: 5.000e-04, eta: 10:33:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7094, loss_cls: 2.3409, loss: 2.3409, grad_norm: 12.8375 2021-08-17 17:40:22,385 - mmaction - INFO - Epoch [32][3500/3520] lr: 5.000e-04, eta: 10:33:07, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7354, loss_cls: 2.2103, loss: 2.2103, grad_norm: 12.5956 2021-08-17 17:40:33,413 - mmaction - INFO - Epoch [32][3520/3520] lr: 5.000e-04, eta: 10:32:55, time: 0.550, data_time: 0.002, memory: 8335, top1_acc: 0.4554, top5_acc: 0.7304, loss_cls: 2.2418, loss: 2.2418, grad_norm: 12.6113 2021-08-17 17:40:35,286 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-08-17 17:41:53,394 - mmaction - INFO - Epoch [33][20/3520] lr: 5.000e-04, eta: 10:33:19, time: 3.876, data_time: 3.297, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7365, loss_cls: 2.1635, loss: 2.1635, grad_norm: 12.2309 2021-08-17 17:42:04,907 - mmaction - INFO - Epoch [33][40/3520] lr: 5.000e-04, eta: 10:33:07, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2119, loss: 2.2119, grad_norm: 12.2759 2021-08-17 17:42:16,417 - mmaction - INFO - Epoch [33][60/3520] lr: 5.000e-04, eta: 10:32:55, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7198, loss_cls: 2.2704, loss: 2.2704, grad_norm: 12.6228 2021-08-17 17:42:27,926 - mmaction - INFO - Epoch [33][80/3520] lr: 5.000e-04, eta: 10:32:43, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7354, loss_cls: 2.2023, loss: 2.2023, grad_norm: 12.4368 2021-08-17 17:42:39,350 - mmaction - INFO - Epoch [33][100/3520] lr: 5.000e-04, eta: 10:32:30, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7094, loss_cls: 2.3186, loss: 2.3186, grad_norm: 12.6856 2021-08-17 17:42:50,808 - mmaction - INFO - Epoch [33][120/3520] lr: 5.000e-04, eta: 10:32:18, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.2983, loss: 2.2983, grad_norm: 12.0375 2021-08-17 17:43:02,395 - mmaction - INFO - Epoch [33][140/3520] lr: 5.000e-04, eta: 10:32:06, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7323, loss_cls: 2.2515, loss: 2.2515, grad_norm: 12.3119 2021-08-17 17:43:13,949 - mmaction - INFO - Epoch [33][160/3520] lr: 5.000e-04, eta: 10:31:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2163, loss: 2.2163, grad_norm: 12.4438 2021-08-17 17:43:25,399 - mmaction - INFO - Epoch [33][180/3520] lr: 5.000e-04, eta: 10:31:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7292, loss_cls: 2.2835, loss: 2.2835, grad_norm: 12.6567 2021-08-17 17:43:36,904 - mmaction - INFO - Epoch [33][200/3520] lr: 5.000e-04, eta: 10:31:29, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7312, loss_cls: 2.2204, loss: 2.2204, grad_norm: 12.2940 2021-08-17 17:43:48,403 - mmaction - INFO - Epoch [33][220/3520] lr: 5.000e-04, eta: 10:31:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7573, loss_cls: 2.1426, loss: 2.1426, grad_norm: 12.7343 2021-08-17 17:43:59,902 - mmaction - INFO - Epoch [33][240/3520] lr: 5.000e-04, eta: 10:31:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7427, loss_cls: 2.1495, loss: 2.1495, grad_norm: 12.5089 2021-08-17 17:44:11,428 - mmaction - INFO - Epoch [33][260/3520] lr: 5.000e-04, eta: 10:30:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7385, loss_cls: 2.2341, loss: 2.2341, grad_norm: 12.7744 2021-08-17 17:44:22,962 - mmaction - INFO - Epoch [33][280/3520] lr: 5.000e-04, eta: 10:30:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7115, loss_cls: 2.2666, loss: 2.2666, grad_norm: 12.7272 2021-08-17 17:44:34,464 - mmaction - INFO - Epoch [33][300/3520] lr: 5.000e-04, eta: 10:30:28, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7271, loss_cls: 2.2722, loss: 2.2722, grad_norm: 12.3710 2021-08-17 17:44:46,082 - mmaction - INFO - Epoch [33][320/3520] lr: 5.000e-04, eta: 10:30:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7177, loss_cls: 2.2269, loss: 2.2269, grad_norm: 12.2780 2021-08-17 17:44:57,614 - mmaction - INFO - Epoch [33][340/3520] lr: 5.000e-04, eta: 10:30:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7198, loss_cls: 2.2667, loss: 2.2667, grad_norm: 12.7760 2021-08-17 17:45:09,135 - mmaction - INFO - Epoch [33][360/3520] lr: 5.000e-04, eta: 10:29:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7208, loss_cls: 2.2817, loss: 2.2817, grad_norm: 12.7635 2021-08-17 17:45:20,681 - mmaction - INFO - Epoch [33][380/3520] lr: 5.000e-04, eta: 10:29:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7354, loss_cls: 2.3183, loss: 2.3183, grad_norm: 12.9414 2021-08-17 17:45:32,223 - mmaction - INFO - Epoch [33][400/3520] lr: 5.000e-04, eta: 10:29:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7271, loss_cls: 2.2377, loss: 2.2377, grad_norm: 12.4696 2021-08-17 17:45:43,697 - mmaction - INFO - Epoch [33][420/3520] lr: 5.000e-04, eta: 10:29:14, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.3063, loss: 2.3063, grad_norm: 12.7934 2021-08-17 17:45:55,195 - mmaction - INFO - Epoch [33][440/3520] lr: 5.000e-04, eta: 10:29:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7302, loss_cls: 2.2438, loss: 2.2438, grad_norm: 12.4532 2021-08-17 17:46:06,716 - mmaction - INFO - Epoch [33][460/3520] lr: 5.000e-04, eta: 10:28:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7615, loss_cls: 2.1200, loss: 2.1200, grad_norm: 12.2188 2021-08-17 17:46:18,213 - mmaction - INFO - Epoch [33][480/3520] lr: 5.000e-04, eta: 10:28:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7073, loss_cls: 2.2639, loss: 2.2639, grad_norm: 12.7395 2021-08-17 17:46:29,710 - mmaction - INFO - Epoch [33][500/3520] lr: 5.000e-04, eta: 10:28:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7479, loss_cls: 2.1946, loss: 2.1946, grad_norm: 13.0561 2021-08-17 17:46:41,264 - mmaction - INFO - Epoch [33][520/3520] lr: 5.000e-04, eta: 10:28:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7479, loss_cls: 2.2163, loss: 2.2163, grad_norm: 12.7627 2021-08-17 17:46:52,766 - mmaction - INFO - Epoch [33][540/3520] lr: 5.000e-04, eta: 10:28:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.2046, loss: 2.2046, grad_norm: 12.7321 2021-08-17 17:47:04,280 - mmaction - INFO - Epoch [33][560/3520] lr: 5.000e-04, eta: 10:27:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.2921, loss: 2.2921, grad_norm: 12.6838 2021-08-17 17:47:15,710 - mmaction - INFO - Epoch [33][580/3520] lr: 5.000e-04, eta: 10:27:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7479, loss_cls: 2.2169, loss: 2.2169, grad_norm: 12.5192 2021-08-17 17:47:27,250 - mmaction - INFO - Epoch [33][600/3520] lr: 5.000e-04, eta: 10:27:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7208, loss_cls: 2.2637, loss: 2.2637, grad_norm: 12.9187 2021-08-17 17:47:38,800 - mmaction - INFO - Epoch [33][620/3520] lr: 5.000e-04, eta: 10:27:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7542, loss_cls: 2.1784, loss: 2.1784, grad_norm: 12.8152 2021-08-17 17:47:50,380 - mmaction - INFO - Epoch [33][640/3520] lr: 5.000e-04, eta: 10:26:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7427, loss_cls: 2.1291, loss: 2.1291, grad_norm: 12.9538 2021-08-17 17:48:01,955 - mmaction - INFO - Epoch [33][660/3520] lr: 5.000e-04, eta: 10:26:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7229, loss_cls: 2.2838, loss: 2.2838, grad_norm: 12.9845 2021-08-17 17:48:13,519 - mmaction - INFO - Epoch [33][680/3520] lr: 5.000e-04, eta: 10:26:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7448, loss_cls: 2.1883, loss: 2.1883, grad_norm: 12.4500 2021-08-17 17:48:24,995 - mmaction - INFO - Epoch [33][700/3520] lr: 5.000e-04, eta: 10:26:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.2550, loss: 2.2550, grad_norm: 12.9262 2021-08-17 17:48:36,469 - mmaction - INFO - Epoch [33][720/3520] lr: 5.000e-04, eta: 10:26:10, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7396, loss_cls: 2.1631, loss: 2.1631, grad_norm: 12.2595 2021-08-17 17:48:48,040 - mmaction - INFO - Epoch [33][740/3520] lr: 5.000e-04, eta: 10:25:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7542, loss_cls: 2.1161, loss: 2.1161, grad_norm: 12.3011 2021-08-17 17:48:59,616 - mmaction - INFO - Epoch [33][760/3520] lr: 5.000e-04, eta: 10:25:46, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7531, loss_cls: 2.1413, loss: 2.1413, grad_norm: 12.0220 2021-08-17 17:49:11,103 - mmaction - INFO - Epoch [33][780/3520] lr: 5.000e-04, eta: 10:25:33, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7135, loss_cls: 2.2798, loss: 2.2798, grad_norm: 12.3571 2021-08-17 17:49:22,623 - mmaction - INFO - Epoch [33][800/3520] lr: 5.000e-04, eta: 10:25:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7104, loss_cls: 2.3332, loss: 2.3332, grad_norm: 12.8211 2021-08-17 17:49:34,140 - mmaction - INFO - Epoch [33][820/3520] lr: 5.000e-04, eta: 10:25:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7427, loss_cls: 2.1694, loss: 2.1694, grad_norm: 12.0841 2021-08-17 17:49:45,627 - mmaction - INFO - Epoch [33][840/3520] lr: 5.000e-04, eta: 10:24:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7073, loss_cls: 2.2493, loss: 2.2493, grad_norm: 12.9405 2021-08-17 17:49:57,129 - mmaction - INFO - Epoch [33][860/3520] lr: 5.000e-04, eta: 10:24:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7271, loss_cls: 2.2559, loss: 2.2559, grad_norm: 12.8602 2021-08-17 17:50:08,638 - mmaction - INFO - Epoch [33][880/3520] lr: 5.000e-04, eta: 10:24:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7250, loss_cls: 2.3531, loss: 2.3531, grad_norm: 12.9040 2021-08-17 17:50:20,149 - mmaction - INFO - Epoch [33][900/3520] lr: 5.000e-04, eta: 10:24:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.2078, loss: 2.2078, grad_norm: 12.2844 2021-08-17 17:50:31,655 - mmaction - INFO - Epoch [33][920/3520] lr: 5.000e-04, eta: 10:24:08, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7271, loss_cls: 2.2401, loss: 2.2401, grad_norm: 12.8160 2021-08-17 17:50:43,190 - mmaction - INFO - Epoch [33][940/3520] lr: 5.000e-04, eta: 10:23:55, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7521, loss_cls: 2.2020, loss: 2.2020, grad_norm: 12.9965 2021-08-17 17:50:54,636 - mmaction - INFO - Epoch [33][960/3520] lr: 5.000e-04, eta: 10:23:43, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7375, loss_cls: 2.2157, loss: 2.2157, grad_norm: 12.4642 2021-08-17 17:51:06,097 - mmaction - INFO - Epoch [33][980/3520] lr: 5.000e-04, eta: 10:23:31, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7177, loss_cls: 2.3106, loss: 2.3106, grad_norm: 13.3727 2021-08-17 17:51:17,628 - mmaction - INFO - Epoch [33][1000/3520] lr: 5.000e-04, eta: 10:23:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7333, loss_cls: 2.2331, loss: 2.2331, grad_norm: 12.5752 2021-08-17 17:51:29,112 - mmaction - INFO - Epoch [33][1020/3520] lr: 5.000e-04, eta: 10:23:06, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.3781, top5_acc: 0.6854, loss_cls: 2.3952, loss: 2.3952, grad_norm: 13.3971 2021-08-17 17:51:40,598 - mmaction - INFO - Epoch [33][1040/3520] lr: 5.000e-04, eta: 10:22:54, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7490, loss_cls: 2.1991, loss: 2.1991, grad_norm: 12.7407 2021-08-17 17:51:52,054 - mmaction - INFO - Epoch [33][1060/3520] lr: 5.000e-04, eta: 10:22:42, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.2393, loss: 2.2393, grad_norm: 12.5392 2021-08-17 17:52:03,536 - mmaction - INFO - Epoch [33][1080/3520] lr: 5.000e-04, eta: 10:22:29, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7073, loss_cls: 2.2855, loss: 2.2855, grad_norm: 13.2854 2021-08-17 17:52:15,076 - mmaction - INFO - Epoch [33][1100/3520] lr: 5.000e-04, eta: 10:22:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7250, loss_cls: 2.2597, loss: 2.2597, grad_norm: 12.6835 2021-08-17 17:52:26,699 - mmaction - INFO - Epoch [33][1120/3520] lr: 5.000e-04, eta: 10:22:05, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7208, loss_cls: 2.2308, loss: 2.2308, grad_norm: 13.1063 2021-08-17 17:52:38,147 - mmaction - INFO - Epoch [33][1140/3520] lr: 5.000e-04, eta: 10:21:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7260, loss_cls: 2.2659, loss: 2.2659, grad_norm: 12.6980 2021-08-17 17:52:49,764 - mmaction - INFO - Epoch [33][1160/3520] lr: 5.000e-04, eta: 10:21:40, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.6917, loss_cls: 2.3478, loss: 2.3478, grad_norm: 12.7644 2021-08-17 17:53:01,338 - mmaction - INFO - Epoch [33][1180/3520] lr: 5.000e-04, eta: 10:21:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7583, loss_cls: 2.1235, loss: 2.1235, grad_norm: 12.4909 2021-08-17 17:53:12,870 - mmaction - INFO - Epoch [33][1200/3520] lr: 5.000e-04, eta: 10:21:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7292, loss_cls: 2.2340, loss: 2.2340, grad_norm: 12.9862 2021-08-17 17:53:24,507 - mmaction - INFO - Epoch [33][1220/3520] lr: 5.000e-04, eta: 10:21:04, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7375, loss_cls: 2.1615, loss: 2.1615, grad_norm: 12.3568 2021-08-17 17:53:36,044 - mmaction - INFO - Epoch [33][1240/3520] lr: 5.000e-04, eta: 10:20:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7240, loss_cls: 2.2576, loss: 2.2576, grad_norm: 13.0584 2021-08-17 17:53:47,579 - mmaction - INFO - Epoch [33][1260/3520] lr: 5.000e-04, eta: 10:20:39, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7302, loss_cls: 2.1773, loss: 2.1773, grad_norm: 12.7200 2021-08-17 17:53:59,095 - mmaction - INFO - Epoch [33][1280/3520] lr: 5.000e-04, eta: 10:20:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7417, loss_cls: 2.2612, loss: 2.2612, grad_norm: 12.6790 2021-08-17 17:54:10,552 - mmaction - INFO - Epoch [33][1300/3520] lr: 5.000e-04, eta: 10:20:15, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3958, top5_acc: 0.6958, loss_cls: 2.3423, loss: 2.3423, grad_norm: 13.0396 2021-08-17 17:54:22,046 - mmaction - INFO - Epoch [33][1320/3520] lr: 5.000e-04, eta: 10:20:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7552, loss_cls: 2.1513, loss: 2.1513, grad_norm: 12.3872 2021-08-17 17:54:33,552 - mmaction - INFO - Epoch [33][1340/3520] lr: 5.000e-04, eta: 10:19:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7344, loss_cls: 2.2136, loss: 2.2136, grad_norm: 12.4220 2021-08-17 17:54:45,093 - mmaction - INFO - Epoch [33][1360/3520] lr: 5.000e-04, eta: 10:19:38, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.3935, loss: 2.3935, grad_norm: 12.9477 2021-08-17 17:54:56,553 - mmaction - INFO - Epoch [33][1380/3520] lr: 5.000e-04, eta: 10:19:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7094, loss_cls: 2.2897, loss: 2.2897, grad_norm: 12.7398 2021-08-17 17:55:08,082 - mmaction - INFO - Epoch [33][1400/3520] lr: 5.000e-04, eta: 10:19:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7354, loss_cls: 2.2650, loss: 2.2650, grad_norm: 12.9387 2021-08-17 17:55:19,575 - mmaction - INFO - Epoch [33][1420/3520] lr: 5.000e-04, eta: 10:19:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7271, loss_cls: 2.2467, loss: 2.2467, grad_norm: 12.9884 2021-08-17 17:55:31,144 - mmaction - INFO - Epoch [33][1440/3520] lr: 5.000e-04, eta: 10:18:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7177, loss_cls: 2.2823, loss: 2.2823, grad_norm: 13.0514 2021-08-17 17:55:42,678 - mmaction - INFO - Epoch [33][1460/3520] lr: 5.000e-04, eta: 10:18:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7198, loss_cls: 2.3142, loss: 2.3142, grad_norm: 12.8845 2021-08-17 17:55:54,246 - mmaction - INFO - Epoch [33][1480/3520] lr: 5.000e-04, eta: 10:18:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7510, loss_cls: 2.1503, loss: 2.1503, grad_norm: 12.6383 2021-08-17 17:56:05,720 - mmaction - INFO - Epoch [33][1500/3520] lr: 5.000e-04, eta: 10:18:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7406, loss_cls: 2.2077, loss: 2.2077, grad_norm: 12.7804 2021-08-17 17:56:17,365 - mmaction - INFO - Epoch [33][1520/3520] lr: 5.000e-04, eta: 10:18:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7354, loss_cls: 2.2187, loss: 2.2187, grad_norm: 12.5365 2021-08-17 17:56:28,923 - mmaction - INFO - Epoch [33][1540/3520] lr: 5.000e-04, eta: 10:17:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7219, loss_cls: 2.3050, loss: 2.3050, grad_norm: 12.5734 2021-08-17 17:56:40,427 - mmaction - INFO - Epoch [33][1560/3520] lr: 5.000e-04, eta: 10:17:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7406, loss_cls: 2.2073, loss: 2.2073, grad_norm: 12.7619 2021-08-17 17:56:52,001 - mmaction - INFO - Epoch [33][1580/3520] lr: 5.000e-04, eta: 10:17:23, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7135, loss_cls: 2.2722, loss: 2.2722, grad_norm: 12.5978 2021-08-17 17:57:03,473 - mmaction - INFO - Epoch [33][1600/3520] lr: 5.000e-04, eta: 10:17:11, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7260, loss_cls: 2.2149, loss: 2.2149, grad_norm: 13.0864 2021-08-17 17:57:14,960 - mmaction - INFO - Epoch [33][1620/3520] lr: 5.000e-04, eta: 10:16:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7552, loss_cls: 2.1978, loss: 2.1978, grad_norm: 12.7194 2021-08-17 17:57:26,536 - mmaction - INFO - Epoch [33][1640/3520] lr: 5.000e-04, eta: 10:16:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7427, loss_cls: 2.1686, loss: 2.1686, grad_norm: 12.5911 2021-08-17 17:57:38,066 - mmaction - INFO - Epoch [33][1660/3520] lr: 5.000e-04, eta: 10:16:34, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7271, loss_cls: 2.2151, loss: 2.2151, grad_norm: 12.3713 2021-08-17 17:57:49,563 - mmaction - INFO - Epoch [33][1680/3520] lr: 5.000e-04, eta: 10:16:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7333, loss_cls: 2.2908, loss: 2.2908, grad_norm: 13.0520 2021-08-17 17:58:01,136 - mmaction - INFO - Epoch [33][1700/3520] lr: 5.000e-04, eta: 10:16:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4042, top5_acc: 0.7167, loss_cls: 2.2950, loss: 2.2950, grad_norm: 12.7578 2021-08-17 17:58:12,743 - mmaction - INFO - Epoch [33][1720/3520] lr: 5.000e-04, eta: 10:15:58, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7323, loss_cls: 2.2312, loss: 2.2312, grad_norm: 12.3910 2021-08-17 17:58:24,378 - mmaction - INFO - Epoch [33][1740/3520] lr: 5.000e-04, eta: 10:15:45, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7396, loss_cls: 2.1288, loss: 2.1288, grad_norm: 12.6283 2021-08-17 17:58:35,932 - mmaction - INFO - Epoch [33][1760/3520] lr: 5.000e-04, eta: 10:15:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.6927, loss_cls: 2.3327, loss: 2.3327, grad_norm: 12.7027 2021-08-17 17:58:47,438 - mmaction - INFO - Epoch [33][1780/3520] lr: 5.000e-04, eta: 10:15:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7365, loss_cls: 2.1965, loss: 2.1965, grad_norm: 12.8341 2021-08-17 17:58:59,034 - mmaction - INFO - Epoch [33][1800/3520] lr: 5.000e-04, eta: 10:15:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.7167, loss_cls: 2.3612, loss: 2.3612, grad_norm: 13.5137 2021-08-17 17:59:10,486 - mmaction - INFO - Epoch [33][1820/3520] lr: 5.000e-04, eta: 10:14:57, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4021, top5_acc: 0.7156, loss_cls: 2.3345, loss: 2.3345, grad_norm: 12.8380 2021-08-17 17:59:22,032 - mmaction - INFO - Epoch [33][1840/3520] lr: 5.000e-04, eta: 10:14:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7385, loss_cls: 2.1445, loss: 2.1445, grad_norm: 12.6523 2021-08-17 17:59:33,556 - mmaction - INFO - Epoch [33][1860/3520] lr: 5.000e-04, eta: 10:14:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7250, loss_cls: 2.2256, loss: 2.2256, grad_norm: 12.7880 2021-08-17 17:59:45,184 - mmaction - INFO - Epoch [33][1880/3520] lr: 5.000e-04, eta: 10:14:20, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3034, loss: 2.3034, grad_norm: 13.0195 2021-08-17 17:59:56,640 - mmaction - INFO - Epoch [33][1900/3520] lr: 5.000e-04, eta: 10:14:08, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7385, loss_cls: 2.2068, loss: 2.2068, grad_norm: 12.7594 2021-08-17 18:00:14,757 - mmaction - INFO - Epoch [33][1920/3520] lr: 5.000e-04, eta: 10:13:59, time: 0.897, data_time: 0.003, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7240, loss_cls: 2.2433, loss: 2.2433, grad_norm: 13.0114 2021-08-17 18:00:26,293 - mmaction - INFO - Epoch [33][1940/3520] lr: 5.000e-04, eta: 10:13:47, time: 0.587, data_time: 0.012, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7302, loss_cls: 2.2568, loss: 2.2568, grad_norm: 12.9868 2021-08-17 18:00:37,811 - mmaction - INFO - Epoch [33][1960/3520] lr: 5.000e-04, eta: 10:13:34, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7125, loss_cls: 2.2995, loss: 2.2995, grad_norm: 13.4117 2021-08-17 18:00:49,341 - mmaction - INFO - Epoch [33][1980/3520] lr: 5.000e-04, eta: 10:13:22, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7375, loss_cls: 2.2098, loss: 2.2098, grad_norm: 12.4225 2021-08-17 18:01:00,931 - mmaction - INFO - Epoch [33][2000/3520] lr: 5.000e-04, eta: 10:13:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7281, loss_cls: 2.2031, loss: 2.2031, grad_norm: 12.4827 2021-08-17 18:01:12,846 - mmaction - INFO - Epoch [33][2020/3520] lr: 5.000e-04, eta: 10:12:58, time: 0.596, data_time: 0.001, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7271, loss_cls: 2.2110, loss: 2.2110, grad_norm: 12.4413 2021-08-17 18:01:24,365 - mmaction - INFO - Epoch [33][2040/3520] lr: 5.000e-04, eta: 10:12:46, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7312, loss_cls: 2.2662, loss: 2.2662, grad_norm: 12.6688 2021-08-17 18:01:35,953 - mmaction - INFO - Epoch [33][2060/3520] lr: 5.000e-04, eta: 10:12:33, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6979, loss_cls: 2.4028, loss: 2.4028, grad_norm: 13.0844 2021-08-17 18:01:47,588 - mmaction - INFO - Epoch [33][2080/3520] lr: 5.000e-04, eta: 10:12:21, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7260, loss_cls: 2.2634, loss: 2.2634, grad_norm: 13.4263 2021-08-17 18:01:59,109 - mmaction - INFO - Epoch [33][2100/3520] lr: 5.000e-04, eta: 10:12:09, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.2428, loss: 2.2428, grad_norm: 12.9174 2021-08-17 18:02:10,706 - mmaction - INFO - Epoch [33][2120/3520] lr: 5.000e-04, eta: 10:11:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7333, loss_cls: 2.2180, loss: 2.2180, grad_norm: 13.3685 2021-08-17 18:02:22,191 - mmaction - INFO - Epoch [33][2140/3520] lr: 5.000e-04, eta: 10:11:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7354, loss_cls: 2.2443, loss: 2.2443, grad_norm: 12.7494 2021-08-17 18:02:33,728 - mmaction - INFO - Epoch [33][2160/3520] lr: 5.000e-04, eta: 10:11:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7208, loss_cls: 2.2560, loss: 2.2560, grad_norm: 13.1154 2021-08-17 18:02:45,248 - mmaction - INFO - Epoch [33][2180/3520] lr: 5.000e-04, eta: 10:11:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7177, loss_cls: 2.3109, loss: 2.3109, grad_norm: 13.1471 2021-08-17 18:02:56,703 - mmaction - INFO - Epoch [33][2200/3520] lr: 5.000e-04, eta: 10:11:08, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7448, loss_cls: 2.1769, loss: 2.1769, grad_norm: 12.9349 2021-08-17 18:03:08,246 - mmaction - INFO - Epoch [33][2220/3520] lr: 5.000e-04, eta: 10:10:56, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7385, loss_cls: 2.2111, loss: 2.2111, grad_norm: 13.1027 2021-08-17 18:03:19,736 - mmaction - INFO - Epoch [33][2240/3520] lr: 5.000e-04, eta: 10:10:43, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7240, loss_cls: 2.2631, loss: 2.2631, grad_norm: 13.0268 2021-08-17 18:03:31,246 - mmaction - INFO - Epoch [33][2260/3520] lr: 5.000e-04, eta: 10:10:31, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7188, loss_cls: 2.2103, loss: 2.2103, grad_norm: 13.1139 2021-08-17 18:03:42,759 - mmaction - INFO - Epoch [33][2280/3520] lr: 5.000e-04, eta: 10:10:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7177, loss_cls: 2.3009, loss: 2.3009, grad_norm: 13.3616 2021-08-17 18:03:54,249 - mmaction - INFO - Epoch [33][2300/3520] lr: 5.000e-04, eta: 10:10:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7208, loss_cls: 2.2633, loss: 2.2633, grad_norm: 12.6159 2021-08-17 18:04:05,894 - mmaction - INFO - Epoch [33][2320/3520] lr: 5.000e-04, eta: 10:09:54, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7406, loss_cls: 2.2323, loss: 2.2323, grad_norm: 13.0441 2021-08-17 18:04:17,409 - mmaction - INFO - Epoch [33][2340/3520] lr: 5.000e-04, eta: 10:09:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7094, loss_cls: 2.3386, loss: 2.3386, grad_norm: 13.0203 2021-08-17 18:04:28,916 - mmaction - INFO - Epoch [33][2360/3520] lr: 5.000e-04, eta: 10:09:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7385, loss_cls: 2.2508, loss: 2.2508, grad_norm: 13.0629 2021-08-17 18:04:40,420 - mmaction - INFO - Epoch [33][2380/3520] lr: 5.000e-04, eta: 10:09:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7125, loss_cls: 2.3104, loss: 2.3104, grad_norm: 13.0125 2021-08-17 18:04:51,994 - mmaction - INFO - Epoch [33][2400/3520] lr: 5.000e-04, eta: 10:09:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7552, loss_cls: 2.1432, loss: 2.1432, grad_norm: 12.6727 2021-08-17 18:05:03,466 - mmaction - INFO - Epoch [33][2420/3520] lr: 5.000e-04, eta: 10:08:53, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7208, loss_cls: 2.2234, loss: 2.2234, grad_norm: 13.1216 2021-08-17 18:05:15,049 - mmaction - INFO - Epoch [33][2440/3520] lr: 5.000e-04, eta: 10:08:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7385, loss_cls: 2.1728, loss: 2.1728, grad_norm: 12.6937 2021-08-17 18:05:26,596 - mmaction - INFO - Epoch [33][2460/3520] lr: 5.000e-04, eta: 10:08:29, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7354, loss_cls: 2.2712, loss: 2.2712, grad_norm: 12.8289 2021-08-17 18:05:38,092 - mmaction - INFO - Epoch [33][2480/3520] lr: 5.000e-04, eta: 10:08:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7229, loss_cls: 2.2698, loss: 2.2698, grad_norm: 12.9433 2021-08-17 18:05:49,677 - mmaction - INFO - Epoch [33][2500/3520] lr: 5.000e-04, eta: 10:08:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7260, loss_cls: 2.2957, loss: 2.2957, grad_norm: 13.0610 2021-08-17 18:06:01,200 - mmaction - INFO - Epoch [33][2520/3520] lr: 5.000e-04, eta: 10:07:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7365, loss_cls: 2.1433, loss: 2.1433, grad_norm: 12.4719 2021-08-17 18:06:12,830 - mmaction - INFO - Epoch [33][2540/3520] lr: 5.000e-04, eta: 10:07:40, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7344, loss_cls: 2.1743, loss: 2.1743, grad_norm: 12.6237 2021-08-17 18:06:24,330 - mmaction - INFO - Epoch [33][2560/3520] lr: 5.000e-04, eta: 10:07:28, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7177, loss_cls: 2.2060, loss: 2.2060, grad_norm: 12.8821 2021-08-17 18:06:35,914 - mmaction - INFO - Epoch [33][2580/3520] lr: 5.000e-04, eta: 10:07:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7406, loss_cls: 2.2221, loss: 2.2221, grad_norm: 12.8088 2021-08-17 18:06:47,447 - mmaction - INFO - Epoch [33][2600/3520] lr: 5.000e-04, eta: 10:07:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7500, loss_cls: 2.1653, loss: 2.1653, grad_norm: 12.6119 2021-08-17 18:06:59,010 - mmaction - INFO - Epoch [33][2620/3520] lr: 5.000e-04, eta: 10:06:51, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7010, loss_cls: 2.3197, loss: 2.3197, grad_norm: 12.9077 2021-08-17 18:07:10,539 - mmaction - INFO - Epoch [33][2640/3520] lr: 5.000e-04, eta: 10:06:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7146, loss_cls: 2.2847, loss: 2.2847, grad_norm: 13.2358 2021-08-17 18:07:22,128 - mmaction - INFO - Epoch [33][2660/3520] lr: 5.000e-04, eta: 10:06:27, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7146, loss_cls: 2.3088, loss: 2.3088, grad_norm: 12.9357 2021-08-17 18:07:33,588 - mmaction - INFO - Epoch [33][2680/3520] lr: 5.000e-04, eta: 10:06:14, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7427, loss_cls: 2.1900, loss: 2.1900, grad_norm: 12.3721 2021-08-17 18:07:45,157 - mmaction - INFO - Epoch [33][2700/3520] lr: 5.000e-04, eta: 10:06:02, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7177, loss_cls: 2.2685, loss: 2.2685, grad_norm: 13.1433 2021-08-17 18:07:56,732 - mmaction - INFO - Epoch [33][2720/3520] lr: 5.000e-04, eta: 10:05:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7240, loss_cls: 2.2161, loss: 2.2161, grad_norm: 12.9257 2021-08-17 18:08:08,249 - mmaction - INFO - Epoch [33][2740/3520] lr: 5.000e-04, eta: 10:05:38, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7208, loss_cls: 2.2878, loss: 2.2878, grad_norm: 13.1234 2021-08-17 18:08:19,774 - mmaction - INFO - Epoch [33][2760/3520] lr: 5.000e-04, eta: 10:05:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7229, loss_cls: 2.2797, loss: 2.2797, grad_norm: 13.1340 2021-08-17 18:08:31,327 - mmaction - INFO - Epoch [33][2780/3520] lr: 5.000e-04, eta: 10:05:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7198, loss_cls: 2.3177, loss: 2.3177, grad_norm: 13.0602 2021-08-17 18:08:42,835 - mmaction - INFO - Epoch [33][2800/3520] lr: 5.000e-04, eta: 10:05:01, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7083, loss_cls: 2.3327, loss: 2.3327, grad_norm: 13.2520 2021-08-17 18:08:54,348 - mmaction - INFO - Epoch [33][2820/3520] lr: 5.000e-04, eta: 10:04:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7323, loss_cls: 2.2846, loss: 2.2846, grad_norm: 13.5087 2021-08-17 18:09:05,889 - mmaction - INFO - Epoch [33][2840/3520] lr: 5.000e-04, eta: 10:04:36, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7219, loss_cls: 2.2578, loss: 2.2578, grad_norm: 13.4946 2021-08-17 18:09:17,368 - mmaction - INFO - Epoch [33][2860/3520] lr: 5.000e-04, eta: 10:04:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7188, loss_cls: 2.2452, loss: 2.2452, grad_norm: 12.6957 2021-08-17 18:09:28,882 - mmaction - INFO - Epoch [33][2880/3520] lr: 5.000e-04, eta: 10:04:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7583, loss_cls: 2.1383, loss: 2.1383, grad_norm: 12.3930 2021-08-17 18:09:40,452 - mmaction - INFO - Epoch [33][2900/3520] lr: 5.000e-04, eta: 10:04:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.1534, loss: 2.1534, grad_norm: 12.6050 2021-08-17 18:09:51,984 - mmaction - INFO - Epoch [33][2920/3520] lr: 5.000e-04, eta: 10:03:48, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7469, loss_cls: 2.1334, loss: 2.1334, grad_norm: 12.5017 2021-08-17 18:10:03,485 - mmaction - INFO - Epoch [33][2940/3520] lr: 5.000e-04, eta: 10:03:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7271, loss_cls: 2.2205, loss: 2.2205, grad_norm: 12.8321 2021-08-17 18:10:15,021 - mmaction - INFO - Epoch [33][2960/3520] lr: 5.000e-04, eta: 10:03:23, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7229, loss_cls: 2.2987, loss: 2.2987, grad_norm: 12.8158 2021-08-17 18:10:26,538 - mmaction - INFO - Epoch [33][2980/3520] lr: 5.000e-04, eta: 10:03:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7312, loss_cls: 2.2308, loss: 2.2308, grad_norm: 12.4203 2021-08-17 18:10:38,129 - mmaction - INFO - Epoch [33][3000/3520] lr: 5.000e-04, eta: 10:02:59, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7396, loss_cls: 2.2517, loss: 2.2517, grad_norm: 12.9827 2021-08-17 18:10:49,612 - mmaction - INFO - Epoch [33][3020/3520] lr: 5.000e-04, eta: 10:02:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7104, loss_cls: 2.2836, loss: 2.2836, grad_norm: 12.6944 2021-08-17 18:11:01,106 - mmaction - INFO - Epoch [33][3040/3520] lr: 5.000e-04, eta: 10:02:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7344, loss_cls: 2.1796, loss: 2.1796, grad_norm: 12.9527 2021-08-17 18:11:12,611 - mmaction - INFO - Epoch [33][3060/3520] lr: 5.000e-04, eta: 10:02:22, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7146, loss_cls: 2.3007, loss: 2.3007, grad_norm: 13.2341 2021-08-17 18:11:24,053 - mmaction - INFO - Epoch [33][3080/3520] lr: 5.000e-04, eta: 10:02:10, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7188, loss_cls: 2.2919, loss: 2.2919, grad_norm: 12.8150 2021-08-17 18:11:35,613 - mmaction - INFO - Epoch [33][3100/3520] lr: 5.000e-04, eta: 10:01:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7167, loss_cls: 2.2953, loss: 2.2953, grad_norm: 12.2870 2021-08-17 18:11:47,084 - mmaction - INFO - Epoch [33][3120/3520] lr: 5.000e-04, eta: 10:01:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7344, loss_cls: 2.2367, loss: 2.2367, grad_norm: 13.2014 2021-08-17 18:11:58,580 - mmaction - INFO - Epoch [33][3140/3520] lr: 5.000e-04, eta: 10:01:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7208, loss_cls: 2.2640, loss: 2.2640, grad_norm: 12.6590 2021-08-17 18:12:10,054 - mmaction - INFO - Epoch [33][3160/3520] lr: 5.000e-04, eta: 10:01:21, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7531, loss_cls: 2.1913, loss: 2.1913, grad_norm: 12.4663 2021-08-17 18:12:21,643 - mmaction - INFO - Epoch [33][3180/3520] lr: 5.000e-04, eta: 10:01:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7344, loss_cls: 2.1707, loss: 2.1707, grad_norm: 12.7207 2021-08-17 18:12:33,156 - mmaction - INFO - Epoch [33][3200/3520] lr: 5.000e-04, eta: 10:00:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7354, loss_cls: 2.2278, loss: 2.2278, grad_norm: 13.0426 2021-08-17 18:12:44,657 - mmaction - INFO - Epoch [33][3220/3520] lr: 5.000e-04, eta: 10:00:44, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7646, loss_cls: 2.0421, loss: 2.0421, grad_norm: 12.0325 2021-08-17 18:12:56,186 - mmaction - INFO - Epoch [33][3240/3520] lr: 5.000e-04, eta: 10:00:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7646, loss_cls: 2.0731, loss: 2.0731, grad_norm: 12.6600 2021-08-17 18:13:07,815 - mmaction - INFO - Epoch [33][3260/3520] lr: 5.000e-04, eta: 10:00:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7344, loss_cls: 2.2349, loss: 2.2349, grad_norm: 12.7776 2021-08-17 18:13:19,333 - mmaction - INFO - Epoch [33][3280/3520] lr: 5.000e-04, eta: 10:00:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7365, loss_cls: 2.2592, loss: 2.2592, grad_norm: 12.9589 2021-08-17 18:13:30,892 - mmaction - INFO - Epoch [33][3300/3520] lr: 5.000e-04, eta: 9:59:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7333, loss_cls: 2.1709, loss: 2.1709, grad_norm: 12.5331 2021-08-17 18:13:42,447 - mmaction - INFO - Epoch [33][3320/3520] lr: 5.000e-04, eta: 9:59:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7385, loss_cls: 2.1959, loss: 2.1959, grad_norm: 12.6767 2021-08-17 18:13:53,937 - mmaction - INFO - Epoch [33][3340/3520] lr: 5.000e-04, eta: 9:59:31, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2476, loss: 2.2476, grad_norm: 12.5561 2021-08-17 18:14:05,535 - mmaction - INFO - Epoch [33][3360/3520] lr: 5.000e-04, eta: 9:59:19, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2287, loss: 2.2287, grad_norm: 12.7932 2021-08-17 18:14:17,023 - mmaction - INFO - Epoch [33][3380/3520] lr: 5.000e-04, eta: 9:59:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7083, loss_cls: 2.2945, loss: 2.2945, grad_norm: 13.2397 2021-08-17 18:14:28,561 - mmaction - INFO - Epoch [33][3400/3520] lr: 5.000e-04, eta: 9:58:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7250, loss_cls: 2.2625, loss: 2.2625, grad_norm: 13.3868 2021-08-17 18:14:40,025 - mmaction - INFO - Epoch [33][3420/3520] lr: 5.000e-04, eta: 9:58:42, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.2679, loss: 2.2679, grad_norm: 12.9707 2021-08-17 18:14:51,475 - mmaction - INFO - Epoch [33][3440/3520] lr: 5.000e-04, eta: 9:58:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7146, loss_cls: 2.2741, loss: 2.2741, grad_norm: 12.7935 2021-08-17 18:15:03,071 - mmaction - INFO - Epoch [33][3460/3520] lr: 5.000e-04, eta: 9:58:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7302, loss_cls: 2.2802, loss: 2.2802, grad_norm: 12.8741 2021-08-17 18:15:14,563 - mmaction - INFO - Epoch [33][3480/3520] lr: 5.000e-04, eta: 9:58:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7219, loss_cls: 2.2698, loss: 2.2698, grad_norm: 13.2902 2021-08-17 18:15:26,084 - mmaction - INFO - Epoch [33][3500/3520] lr: 5.000e-04, eta: 9:57:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7271, loss_cls: 2.2394, loss: 2.2394, grad_norm: 13.0160 2021-08-17 18:15:37,151 - mmaction - INFO - Epoch [33][3520/3520] lr: 5.000e-04, eta: 9:57:40, time: 0.554, data_time: 0.002, memory: 8335, top1_acc: 0.4065, top5_acc: 0.7272, loss_cls: 2.2735, loss: 2.2735, grad_norm: 13.3033 2021-08-17 18:15:54,688 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-08-17 18:18:13,242 - mmaction - INFO - Epoch [34][20/3520] lr: 5.000e-04, eta: 9:58:33, time: 6.870, data_time: 6.200, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7365, loss_cls: 2.2492, loss: 2.2492, grad_norm: 12.6714 2021-08-17 18:18:24,695 - mmaction - INFO - Epoch [34][40/3520] lr: 5.000e-04, eta: 9:58:21, time: 0.573, data_time: 0.005, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7469, loss_cls: 2.1323, loss: 2.1323, grad_norm: 12.4674 2021-08-17 18:18:36,154 - mmaction - INFO - Epoch [34][60/3520] lr: 5.000e-04, eta: 9:58:08, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7333, loss_cls: 2.1268, loss: 2.1268, grad_norm: 12.6497 2021-08-17 18:18:47,551 - mmaction - INFO - Epoch [34][80/3520] lr: 5.000e-04, eta: 9:57:56, time: 0.570, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7365, loss_cls: 2.2084, loss: 2.2084, grad_norm: 12.7095 2021-08-17 18:18:59,026 - mmaction - INFO - Epoch [34][100/3520] lr: 5.000e-04, eta: 9:57:44, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7385, loss_cls: 2.2254, loss: 2.2254, grad_norm: 12.5068 2021-08-17 18:19:10,512 - mmaction - INFO - Epoch [34][120/3520] lr: 5.000e-04, eta: 9:57:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.2153, loss: 2.2153, grad_norm: 12.6348 2021-08-17 18:19:22,020 - mmaction - INFO - Epoch [34][140/3520] lr: 5.000e-04, eta: 9:57:19, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7281, loss_cls: 2.2372, loss: 2.2372, grad_norm: 12.8737 2021-08-17 18:19:33,542 - mmaction - INFO - Epoch [34][160/3520] lr: 5.000e-04, eta: 9:57:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.2156, loss: 2.2156, grad_norm: 12.9959 2021-08-17 18:19:45,149 - mmaction - INFO - Epoch [34][180/3520] lr: 5.000e-04, eta: 9:56:55, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7385, loss_cls: 2.1070, loss: 2.1070, grad_norm: 12.5010 2021-08-17 18:19:56,714 - mmaction - INFO - Epoch [34][200/3520] lr: 5.000e-04, eta: 9:56:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7396, loss_cls: 2.1866, loss: 2.1866, grad_norm: 12.8280 2021-08-17 18:20:08,193 - mmaction - INFO - Epoch [34][220/3520] lr: 5.000e-04, eta: 9:56:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7385, loss_cls: 2.1803, loss: 2.1803, grad_norm: 12.4749 2021-08-17 18:20:19,701 - mmaction - INFO - Epoch [34][240/3520] lr: 5.000e-04, eta: 9:56:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7385, loss_cls: 2.2698, loss: 2.2698, grad_norm: 13.2004 2021-08-17 18:20:31,212 - mmaction - INFO - Epoch [34][260/3520] lr: 5.000e-04, eta: 9:56:06, time: 0.576, data_time: 0.004, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7396, loss_cls: 2.2286, loss: 2.2286, grad_norm: 12.5663 2021-08-17 18:20:42,704 - mmaction - INFO - Epoch [34][280/3520] lr: 5.000e-04, eta: 9:55:54, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7312, loss_cls: 2.2133, loss: 2.2133, grad_norm: 12.6813 2021-08-17 18:20:54,196 - mmaction - INFO - Epoch [34][300/3520] lr: 5.000e-04, eta: 9:55:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7396, loss_cls: 2.1772, loss: 2.1772, grad_norm: 12.5257 2021-08-17 18:21:05,668 - mmaction - INFO - Epoch [34][320/3520] lr: 5.000e-04, eta: 9:55:29, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7302, loss_cls: 2.2415, loss: 2.2415, grad_norm: 12.9111 2021-08-17 18:21:17,211 - mmaction - INFO - Epoch [34][340/3520] lr: 5.000e-04, eta: 9:55:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7229, loss_cls: 2.2367, loss: 2.2367, grad_norm: 13.0326 2021-08-17 18:21:28,770 - mmaction - INFO - Epoch [34][360/3520] lr: 5.000e-04, eta: 9:55:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.6917, loss_cls: 2.2759, loss: 2.2759, grad_norm: 12.9531 2021-08-17 18:21:40,377 - mmaction - INFO - Epoch [34][380/3520] lr: 5.000e-04, eta: 9:54:52, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7385, loss_cls: 2.2149, loss: 2.2149, grad_norm: 13.0475 2021-08-17 18:21:51,950 - mmaction - INFO - Epoch [34][400/3520] lr: 5.000e-04, eta: 9:54:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7323, loss_cls: 2.1838, loss: 2.1838, grad_norm: 12.8208 2021-08-17 18:22:03,515 - mmaction - INFO - Epoch [34][420/3520] lr: 5.000e-04, eta: 9:54:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7323, loss_cls: 2.1910, loss: 2.1910, grad_norm: 13.1411 2021-08-17 18:22:15,078 - mmaction - INFO - Epoch [34][440/3520] lr: 5.000e-04, eta: 9:54:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7438, loss_cls: 2.2060, loss: 2.2060, grad_norm: 13.1554 2021-08-17 18:22:26,622 - mmaction - INFO - Epoch [34][460/3520] lr: 5.000e-04, eta: 9:54:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7427, loss_cls: 2.1728, loss: 2.1728, grad_norm: 12.9558 2021-08-17 18:22:38,168 - mmaction - INFO - Epoch [34][480/3520] lr: 5.000e-04, eta: 9:53:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.2770, loss: 2.2770, grad_norm: 13.1424 2021-08-17 18:22:49,671 - mmaction - INFO - Epoch [34][500/3520] lr: 5.000e-04, eta: 9:53:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7479, loss_cls: 2.1437, loss: 2.1437, grad_norm: 12.7901 2021-08-17 18:23:01,104 - mmaction - INFO - Epoch [34][520/3520] lr: 5.000e-04, eta: 9:53:27, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7177, loss_cls: 2.2845, loss: 2.2845, grad_norm: 12.7099 2021-08-17 18:23:12,600 - mmaction - INFO - Epoch [34][540/3520] lr: 5.000e-04, eta: 9:53:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7542, loss_cls: 2.1584, loss: 2.1584, grad_norm: 12.8799 2021-08-17 18:23:24,138 - mmaction - INFO - Epoch [34][560/3520] lr: 5.000e-04, eta: 9:53:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7406, loss_cls: 2.2386, loss: 2.2386, grad_norm: 13.0719 2021-08-17 18:23:35,576 - mmaction - INFO - Epoch [34][580/3520] lr: 5.000e-04, eta: 9:52:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7375, loss_cls: 2.1776, loss: 2.1776, grad_norm: 12.7984 2021-08-17 18:23:47,136 - mmaction - INFO - Epoch [34][600/3520] lr: 5.000e-04, eta: 9:52:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.2906, loss: 2.2906, grad_norm: 13.1170 2021-08-17 18:23:58,653 - mmaction - INFO - Epoch [34][620/3520] lr: 5.000e-04, eta: 9:52:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7312, loss_cls: 2.1929, loss: 2.1929, grad_norm: 12.6790 2021-08-17 18:24:10,235 - mmaction - INFO - Epoch [34][640/3520] lr: 5.000e-04, eta: 9:52:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7292, loss_cls: 2.2630, loss: 2.2630, grad_norm: 13.0427 2021-08-17 18:24:21,716 - mmaction - INFO - Epoch [34][660/3520] lr: 5.000e-04, eta: 9:52:01, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7292, loss_cls: 2.2549, loss: 2.2549, grad_norm: 12.9420 2021-08-17 18:24:33,171 - mmaction - INFO - Epoch [34][680/3520] lr: 5.000e-04, eta: 9:51:49, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.2085, loss: 2.2085, grad_norm: 12.8903 2021-08-17 18:24:44,707 - mmaction - INFO - Epoch [34][700/3520] lr: 5.000e-04, eta: 9:51:36, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7177, loss_cls: 2.2420, loss: 2.2420, grad_norm: 13.7638 2021-08-17 18:24:56,258 - mmaction - INFO - Epoch [34][720/3520] lr: 5.000e-04, eta: 9:51:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7625, loss_cls: 2.2061, loss: 2.2061, grad_norm: 13.1679 2021-08-17 18:25:07,723 - mmaction - INFO - Epoch [34][740/3520] lr: 5.000e-04, eta: 9:51:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7292, loss_cls: 2.2880, loss: 2.2880, grad_norm: 13.1200 2021-08-17 18:25:19,220 - mmaction - INFO - Epoch [34][760/3520] lr: 5.000e-04, eta: 9:51:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.2244, loss: 2.2244, grad_norm: 13.0955 2021-08-17 18:25:30,746 - mmaction - INFO - Epoch [34][780/3520] lr: 5.000e-04, eta: 9:50:47, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7375, loss_cls: 2.1719, loss: 2.1719, grad_norm: 12.5571 2021-08-17 18:25:42,236 - mmaction - INFO - Epoch [34][800/3520] lr: 5.000e-04, eta: 9:50:35, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7573, loss_cls: 2.1578, loss: 2.1578, grad_norm: 12.8948 2021-08-17 18:25:53,810 - mmaction - INFO - Epoch [34][820/3520] lr: 5.000e-04, eta: 9:50:23, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7479, loss_cls: 2.1398, loss: 2.1398, grad_norm: 12.6520 2021-08-17 18:26:05,349 - mmaction - INFO - Epoch [34][840/3520] lr: 5.000e-04, eta: 9:50:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7323, loss_cls: 2.2208, loss: 2.2208, grad_norm: 13.2934 2021-08-17 18:26:16,980 - mmaction - INFO - Epoch [34][860/3520] lr: 5.000e-04, eta: 9:49:58, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7219, loss_cls: 2.2582, loss: 2.2582, grad_norm: 12.9604 2021-08-17 18:26:28,467 - mmaction - INFO - Epoch [34][880/3520] lr: 5.000e-04, eta: 9:49:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7365, loss_cls: 2.2503, loss: 2.2503, grad_norm: 12.9070 2021-08-17 18:26:39,997 - mmaction - INFO - Epoch [34][900/3520] lr: 5.000e-04, eta: 9:49:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7573, loss_cls: 2.1409, loss: 2.1409, grad_norm: 12.8360 2021-08-17 18:26:51,576 - mmaction - INFO - Epoch [34][920/3520] lr: 5.000e-04, eta: 9:49:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7385, loss_cls: 2.1848, loss: 2.1848, grad_norm: 12.7161 2021-08-17 18:27:03,068 - mmaction - INFO - Epoch [34][940/3520] lr: 5.000e-04, eta: 9:49:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7219, loss_cls: 2.2617, loss: 2.2617, grad_norm: 13.5572 2021-08-17 18:27:14,746 - mmaction - INFO - Epoch [34][960/3520] lr: 5.000e-04, eta: 9:48:57, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7229, loss_cls: 2.2431, loss: 2.2431, grad_norm: 13.1206 2021-08-17 18:27:26,237 - mmaction - INFO - Epoch [34][980/3520] lr: 5.000e-04, eta: 9:48:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7229, loss_cls: 2.2964, loss: 2.2964, grad_norm: 13.0565 2021-08-17 18:27:37,738 - mmaction - INFO - Epoch [34][1000/3520] lr: 5.000e-04, eta: 9:48:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.3969, top5_acc: 0.7240, loss_cls: 2.2877, loss: 2.2877, grad_norm: 13.2283 2021-08-17 18:27:49,277 - mmaction - INFO - Epoch [34][1020/3520] lr: 5.000e-04, eta: 9:48:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7177, loss_cls: 2.2495, loss: 2.2495, grad_norm: 13.3634 2021-08-17 18:28:00,803 - mmaction - INFO - Epoch [34][1040/3520] lr: 5.000e-04, eta: 9:48:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7302, loss_cls: 2.3006, loss: 2.3006, grad_norm: 13.3443 2021-08-17 18:28:12,330 - mmaction - INFO - Epoch [34][1060/3520] lr: 5.000e-04, eta: 9:47:56, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7146, loss_cls: 2.2983, loss: 2.2983, grad_norm: 13.6915 2021-08-17 18:28:23,862 - mmaction - INFO - Epoch [34][1080/3520] lr: 5.000e-04, eta: 9:47:44, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7625, loss_cls: 2.1440, loss: 2.1440, grad_norm: 13.4205 2021-08-17 18:28:35,349 - mmaction - INFO - Epoch [34][1100/3520] lr: 5.000e-04, eta: 9:47:32, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7240, loss_cls: 2.2349, loss: 2.2349, grad_norm: 13.0771 2021-08-17 18:28:46,919 - mmaction - INFO - Epoch [34][1120/3520] lr: 5.000e-04, eta: 9:47:19, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7260, loss_cls: 2.2339, loss: 2.2339, grad_norm: 12.8177 2021-08-17 18:28:58,379 - mmaction - INFO - Epoch [34][1140/3520] lr: 5.000e-04, eta: 9:47:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7302, loss_cls: 2.2502, loss: 2.2502, grad_norm: 13.0940 2021-08-17 18:29:10,026 - mmaction - INFO - Epoch [34][1160/3520] lr: 5.000e-04, eta: 9:46:55, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7479, loss_cls: 2.1391, loss: 2.1391, grad_norm: 12.7134 2021-08-17 18:29:21,509 - mmaction - INFO - Epoch [34][1180/3520] lr: 5.000e-04, eta: 9:46:43, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7240, loss_cls: 2.2731, loss: 2.2731, grad_norm: 13.4702 2021-08-17 18:29:32,995 - mmaction - INFO - Epoch [34][1200/3520] lr: 5.000e-04, eta: 9:46:30, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7542, loss_cls: 2.1579, loss: 2.1579, grad_norm: 12.5552 2021-08-17 18:29:44,539 - mmaction - INFO - Epoch [34][1220/3520] lr: 5.000e-04, eta: 9:46:18, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7146, loss_cls: 2.2463, loss: 2.2463, grad_norm: 12.4925 2021-08-17 18:29:56,030 - mmaction - INFO - Epoch [34][1240/3520] lr: 5.000e-04, eta: 9:46:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7312, loss_cls: 2.2296, loss: 2.2296, grad_norm: 13.0407 2021-08-17 18:30:07,559 - mmaction - INFO - Epoch [34][1260/3520] lr: 5.000e-04, eta: 9:45:54, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7240, loss_cls: 2.2676, loss: 2.2676, grad_norm: 12.9990 2021-08-17 18:30:19,036 - mmaction - INFO - Epoch [34][1280/3520] lr: 5.000e-04, eta: 9:45:41, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7083, loss_cls: 2.2924, loss: 2.2924, grad_norm: 13.8504 2021-08-17 18:30:30,509 - mmaction - INFO - Epoch [34][1300/3520] lr: 5.000e-04, eta: 9:45:29, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7167, loss_cls: 2.2771, loss: 2.2771, grad_norm: 13.6180 2021-08-17 18:30:42,041 - mmaction - INFO - Epoch [34][1320/3520] lr: 5.000e-04, eta: 9:45:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7260, loss_cls: 2.1642, loss: 2.1642, grad_norm: 12.4439 2021-08-17 18:30:53,571 - mmaction - INFO - Epoch [34][1340/3520] lr: 5.000e-04, eta: 9:45:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7167, loss_cls: 2.3088, loss: 2.3088, grad_norm: 13.1957 2021-08-17 18:31:05,150 - mmaction - INFO - Epoch [34][1360/3520] lr: 5.000e-04, eta: 9:44:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7312, loss_cls: 2.2471, loss: 2.2471, grad_norm: 13.0001 2021-08-17 18:31:16,598 - mmaction - INFO - Epoch [34][1380/3520] lr: 5.000e-04, eta: 9:44:40, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7656, loss_cls: 2.0771, loss: 2.0771, grad_norm: 12.7385 2021-08-17 18:31:28,157 - mmaction - INFO - Epoch [34][1400/3520] lr: 5.000e-04, eta: 9:44:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7521, loss_cls: 2.1943, loss: 2.1943, grad_norm: 12.9187 2021-08-17 18:31:39,678 - mmaction - INFO - Epoch [34][1420/3520] lr: 5.000e-04, eta: 9:44:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7302, loss_cls: 2.2262, loss: 2.2262, grad_norm: 13.1733 2021-08-17 18:31:51,285 - mmaction - INFO - Epoch [34][1440/3520] lr: 5.000e-04, eta: 9:44:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7250, loss_cls: 2.1927, loss: 2.1927, grad_norm: 12.9245 2021-08-17 18:32:02,820 - mmaction - INFO - Epoch [34][1460/3520] lr: 5.000e-04, eta: 9:43:51, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.0906, loss: 2.0906, grad_norm: 13.0843 2021-08-17 18:32:14,318 - mmaction - INFO - Epoch [34][1480/3520] lr: 5.000e-04, eta: 9:43:39, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7427, loss_cls: 2.2321, loss: 2.2321, grad_norm: 13.3805 2021-08-17 18:32:26,074 - mmaction - INFO - Epoch [34][1500/3520] lr: 5.000e-04, eta: 9:43:27, time: 0.588, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7365, loss_cls: 2.2346, loss: 2.2346, grad_norm: 13.1072 2021-08-17 18:32:37,543 - mmaction - INFO - Epoch [34][1520/3520] lr: 5.000e-04, eta: 9:43:15, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7281, loss_cls: 2.2826, loss: 2.2826, grad_norm: 13.4381 2021-08-17 18:32:49,098 - mmaction - INFO - Epoch [34][1540/3520] lr: 5.000e-04, eta: 9:43:02, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7250, loss_cls: 2.2642, loss: 2.2642, grad_norm: 12.9340 2021-08-17 18:33:00,579 - mmaction - INFO - Epoch [34][1560/3520] lr: 5.000e-04, eta: 9:42:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7240, loss_cls: 2.2388, loss: 2.2388, grad_norm: 13.2930 2021-08-17 18:33:12,063 - mmaction - INFO - Epoch [34][1580/3520] lr: 5.000e-04, eta: 9:42:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7615, loss_cls: 2.1028, loss: 2.1028, grad_norm: 13.0372 2021-08-17 18:33:23,569 - mmaction - INFO - Epoch [34][1600/3520] lr: 5.000e-04, eta: 9:42:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.2028, loss: 2.2028, grad_norm: 12.9802 2021-08-17 18:33:35,070 - mmaction - INFO - Epoch [34][1620/3520] lr: 5.000e-04, eta: 9:42:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7521, loss_cls: 2.2253, loss: 2.2253, grad_norm: 13.4126 2021-08-17 18:33:46,660 - mmaction - INFO - Epoch [34][1640/3520] lr: 5.000e-04, eta: 9:42:01, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.2959, loss: 2.2959, grad_norm: 12.9420 2021-08-17 18:33:58,171 - mmaction - INFO - Epoch [34][1660/3520] lr: 5.000e-04, eta: 9:41:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7615, loss_cls: 2.1375, loss: 2.1375, grad_norm: 12.9895 2021-08-17 18:34:09,688 - mmaction - INFO - Epoch [34][1680/3520] lr: 5.000e-04, eta: 9:41:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7271, loss_cls: 2.2338, loss: 2.2338, grad_norm: 13.3404 2021-08-17 18:34:21,154 - mmaction - INFO - Epoch [34][1700/3520] lr: 5.000e-04, eta: 9:41:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7417, loss_cls: 2.1975, loss: 2.1975, grad_norm: 12.9876 2021-08-17 18:34:32,696 - mmaction - INFO - Epoch [34][1720/3520] lr: 5.000e-04, eta: 9:41:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4073, top5_acc: 0.7083, loss_cls: 2.3470, loss: 2.3470, grad_norm: 13.4828 2021-08-17 18:34:44,135 - mmaction - INFO - Epoch [34][1740/3520] lr: 5.000e-04, eta: 9:41:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7365, loss_cls: 2.2215, loss: 2.2215, grad_norm: 13.2015 2021-08-17 18:34:55,866 - mmaction - INFO - Epoch [34][1760/3520] lr: 5.000e-04, eta: 9:40:48, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7125, loss_cls: 2.2354, loss: 2.2354, grad_norm: 13.2395 2021-08-17 18:35:07,302 - mmaction - INFO - Epoch [34][1780/3520] lr: 5.000e-04, eta: 9:40:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7438, loss_cls: 2.1371, loss: 2.1371, grad_norm: 13.3505 2021-08-17 18:35:18,782 - mmaction - INFO - Epoch [34][1800/3520] lr: 5.000e-04, eta: 9:40:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7167, loss_cls: 2.2472, loss: 2.2472, grad_norm: 13.5668 2021-08-17 18:35:30,227 - mmaction - INFO - Epoch [34][1820/3520] lr: 5.000e-04, eta: 9:40:11, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7333, loss_cls: 2.1700, loss: 2.1700, grad_norm: 13.1099 2021-08-17 18:35:41,723 - mmaction - INFO - Epoch [34][1840/3520] lr: 5.000e-04, eta: 9:39:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7573, loss_cls: 2.1471, loss: 2.1471, grad_norm: 13.0914 2021-08-17 18:35:53,261 - mmaction - INFO - Epoch [34][1860/3520] lr: 5.000e-04, eta: 9:39:46, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7354, loss_cls: 2.2674, loss: 2.2674, grad_norm: 13.7880 2021-08-17 18:36:04,768 - mmaction - INFO - Epoch [34][1880/3520] lr: 5.000e-04, eta: 9:39:34, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7167, loss_cls: 2.2723, loss: 2.2723, grad_norm: 13.1455 2021-08-17 18:36:16,325 - mmaction - INFO - Epoch [34][1900/3520] lr: 5.000e-04, eta: 9:39:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4083, top5_acc: 0.7229, loss_cls: 2.2633, loss: 2.2633, grad_norm: 12.5684 2021-08-17 18:36:27,880 - mmaction - INFO - Epoch [34][1920/3520] lr: 5.000e-04, eta: 9:39:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7135, loss_cls: 2.2476, loss: 2.2476, grad_norm: 13.2050 2021-08-17 18:36:39,387 - mmaction - INFO - Epoch [34][1940/3520] lr: 5.000e-04, eta: 9:38:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7073, loss_cls: 2.3214, loss: 2.3214, grad_norm: 13.3090 2021-08-17 18:36:50,869 - mmaction - INFO - Epoch [34][1960/3520] lr: 5.000e-04, eta: 9:38:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7354, loss_cls: 2.2104, loss: 2.2104, grad_norm: 13.1462 2021-08-17 18:37:02,293 - mmaction - INFO - Epoch [34][1980/3520] lr: 5.000e-04, eta: 9:38:33, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7417, loss_cls: 2.1726, loss: 2.1726, grad_norm: 12.9479 2021-08-17 18:37:13,934 - mmaction - INFO - Epoch [34][2000/3520] lr: 5.000e-04, eta: 9:38:21, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7510, loss_cls: 2.2051, loss: 2.2051, grad_norm: 13.2264 2021-08-17 18:37:25,464 - mmaction - INFO - Epoch [34][2020/3520] lr: 5.000e-04, eta: 9:38:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2491, loss: 2.2491, grad_norm: 13.0278 2021-08-17 18:37:36,948 - mmaction - INFO - Epoch [34][2040/3520] lr: 5.000e-04, eta: 9:37:56, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7562, loss_cls: 2.1799, loss: 2.1799, grad_norm: 13.2288 2021-08-17 18:37:48,416 - mmaction - INFO - Epoch [34][2060/3520] lr: 5.000e-04, eta: 9:37:44, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7104, loss_cls: 2.2997, loss: 2.2997, grad_norm: 13.3250 2021-08-17 18:37:59,912 - mmaction - INFO - Epoch [34][2080/3520] lr: 5.000e-04, eta: 9:37:32, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7448, loss_cls: 2.1892, loss: 2.1892, grad_norm: 13.3281 2021-08-17 18:38:11,521 - mmaction - INFO - Epoch [34][2100/3520] lr: 5.000e-04, eta: 9:37:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.2537, loss: 2.2537, grad_norm: 13.0320 2021-08-17 18:38:23,035 - mmaction - INFO - Epoch [34][2120/3520] lr: 5.000e-04, eta: 9:37:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7198, loss_cls: 2.3313, loss: 2.3313, grad_norm: 13.8468 2021-08-17 18:38:34,490 - mmaction - INFO - Epoch [34][2140/3520] lr: 5.000e-04, eta: 9:36:55, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7260, loss_cls: 2.2599, loss: 2.2599, grad_norm: 13.0944 2021-08-17 18:38:45,958 - mmaction - INFO - Epoch [34][2160/3520] lr: 5.000e-04, eta: 9:36:43, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7240, loss_cls: 2.1699, loss: 2.1699, grad_norm: 13.1460 2021-08-17 18:38:57,511 - mmaction - INFO - Epoch [34][2180/3520] lr: 5.000e-04, eta: 9:36:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7104, loss_cls: 2.3634, loss: 2.3634, grad_norm: 13.6585 2021-08-17 18:39:09,039 - mmaction - INFO - Epoch [34][2200/3520] lr: 5.000e-04, eta: 9:36:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7354, loss_cls: 2.1801, loss: 2.1801, grad_norm: 13.0067 2021-08-17 18:39:20,693 - mmaction - INFO - Epoch [34][2220/3520] lr: 5.000e-04, eta: 9:36:06, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7250, loss_cls: 2.2951, loss: 2.2951, grad_norm: 13.4380 2021-08-17 18:39:32,181 - mmaction - INFO - Epoch [34][2240/3520] lr: 5.000e-04, eta: 9:35:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7302, loss_cls: 2.2306, loss: 2.2306, grad_norm: 12.7054 2021-08-17 18:39:43,611 - mmaction - INFO - Epoch [34][2260/3520] lr: 5.000e-04, eta: 9:35:42, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.1554, loss: 2.1554, grad_norm: 12.5415 2021-08-17 18:39:55,079 - mmaction - INFO - Epoch [34][2280/3520] lr: 5.000e-04, eta: 9:35:30, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.2422, loss: 2.2422, grad_norm: 13.0517 2021-08-17 18:40:06,654 - mmaction - INFO - Epoch [34][2300/3520] lr: 5.000e-04, eta: 9:35:17, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.1587, loss: 2.1587, grad_norm: 13.2701 2021-08-17 18:40:18,142 - mmaction - INFO - Epoch [34][2320/3520] lr: 5.000e-04, eta: 9:35:05, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7375, loss_cls: 2.1995, loss: 2.1995, grad_norm: 13.1013 2021-08-17 18:40:29,587 - mmaction - INFO - Epoch [34][2340/3520] lr: 5.000e-04, eta: 9:34:53, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7344, loss_cls: 2.2266, loss: 2.2266, grad_norm: 12.8013 2021-08-17 18:40:41,130 - mmaction - INFO - Epoch [34][2360/3520] lr: 5.000e-04, eta: 9:34:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7667, loss_cls: 2.1104, loss: 2.1104, grad_norm: 12.8542 2021-08-17 18:40:52,637 - mmaction - INFO - Epoch [34][2380/3520] lr: 5.000e-04, eta: 9:34:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.2630, loss: 2.2630, grad_norm: 13.4054 2021-08-17 18:41:04,188 - mmaction - INFO - Epoch [34][2400/3520] lr: 5.000e-04, eta: 9:34:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7490, loss_cls: 2.1160, loss: 2.1160, grad_norm: 12.9841 2021-08-17 18:41:15,678 - mmaction - INFO - Epoch [34][2420/3520] lr: 5.000e-04, eta: 9:34:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7323, loss_cls: 2.2572, loss: 2.2572, grad_norm: 13.2318 2021-08-17 18:41:27,230 - mmaction - INFO - Epoch [34][2440/3520] lr: 5.000e-04, eta: 9:33:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7063, loss_cls: 2.3015, loss: 2.3015, grad_norm: 13.5729 2021-08-17 18:41:38,764 - mmaction - INFO - Epoch [34][2460/3520] lr: 5.000e-04, eta: 9:33:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7208, loss_cls: 2.2523, loss: 2.2523, grad_norm: 13.3105 2021-08-17 18:41:50,308 - mmaction - INFO - Epoch [34][2480/3520] lr: 5.000e-04, eta: 9:33:27, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7344, loss_cls: 2.1937, loss: 2.1937, grad_norm: 12.8948 2021-08-17 18:42:01,786 - mmaction - INFO - Epoch [34][2500/3520] lr: 5.000e-04, eta: 9:33:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7177, loss_cls: 2.2397, loss: 2.2397, grad_norm: 12.9412 2021-08-17 18:42:13,299 - mmaction - INFO - Epoch [34][2520/3520] lr: 5.000e-04, eta: 9:33:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7396, loss_cls: 2.2569, loss: 2.2569, grad_norm: 13.1911 2021-08-17 18:42:25,008 - mmaction - INFO - Epoch [34][2540/3520] lr: 5.000e-04, eta: 9:32:51, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7490, loss_cls: 2.1781, loss: 2.1781, grad_norm: 13.1725 2021-08-17 18:42:36,459 - mmaction - INFO - Epoch [34][2560/3520] lr: 5.000e-04, eta: 9:32:38, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7281, loss_cls: 2.2265, loss: 2.2265, grad_norm: 13.1652 2021-08-17 18:42:47,981 - mmaction - INFO - Epoch [34][2580/3520] lr: 5.000e-04, eta: 9:32:26, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7354, loss_cls: 2.2223, loss: 2.2223, grad_norm: 13.3649 2021-08-17 18:42:59,494 - mmaction - INFO - Epoch [34][2600/3520] lr: 5.000e-04, eta: 9:32:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7406, loss_cls: 2.1818, loss: 2.1818, grad_norm: 13.0133 2021-08-17 18:43:10,997 - mmaction - INFO - Epoch [34][2620/3520] lr: 5.000e-04, eta: 9:32:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7302, loss_cls: 2.1814, loss: 2.1814, grad_norm: 13.1789 2021-08-17 18:43:22,555 - mmaction - INFO - Epoch [34][2640/3520] lr: 5.000e-04, eta: 9:31:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7104, loss_cls: 2.3460, loss: 2.3460, grad_norm: 13.3682 2021-08-17 18:43:34,132 - mmaction - INFO - Epoch [34][2660/3520] lr: 5.000e-04, eta: 9:31:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7354, loss_cls: 2.2391, loss: 2.2391, grad_norm: 13.1092 2021-08-17 18:43:45,710 - mmaction - INFO - Epoch [34][2680/3520] lr: 5.000e-04, eta: 9:31:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7385, loss_cls: 2.2041, loss: 2.2041, grad_norm: 12.8821 2021-08-17 18:43:57,179 - mmaction - INFO - Epoch [34][2700/3520] lr: 5.000e-04, eta: 9:31:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7458, loss_cls: 2.1653, loss: 2.1653, grad_norm: 12.9391 2021-08-17 18:44:08,805 - mmaction - INFO - Epoch [34][2720/3520] lr: 5.000e-04, eta: 9:31:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7198, loss_cls: 2.2774, loss: 2.2774, grad_norm: 13.6411 2021-08-17 18:44:20,269 - mmaction - INFO - Epoch [34][2740/3520] lr: 5.000e-04, eta: 9:30:48, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.2110, loss: 2.2110, grad_norm: 13.2692 2021-08-17 18:44:31,780 - mmaction - INFO - Epoch [34][2760/3520] lr: 5.000e-04, eta: 9:30:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7219, loss_cls: 2.2505, loss: 2.2505, grad_norm: 13.4371 2021-08-17 18:44:43,301 - mmaction - INFO - Epoch [34][2780/3520] lr: 5.000e-04, eta: 9:30:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7333, loss_cls: 2.2306, loss: 2.2306, grad_norm: 13.1107 2021-08-17 18:44:54,862 - mmaction - INFO - Epoch [34][2800/3520] lr: 5.000e-04, eta: 9:30:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7510, loss_cls: 2.2453, loss: 2.2453, grad_norm: 13.4930 2021-08-17 18:45:06,310 - mmaction - INFO - Epoch [34][2820/3520] lr: 5.000e-04, eta: 9:29:59, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7469, loss_cls: 2.2132, loss: 2.2132, grad_norm: 13.3063 2021-08-17 18:45:17,790 - mmaction - INFO - Epoch [34][2840/3520] lr: 5.000e-04, eta: 9:29:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7198, loss_cls: 2.2651, loss: 2.2651, grad_norm: 13.1761 2021-08-17 18:45:29,333 - mmaction - INFO - Epoch [34][2860/3520] lr: 5.000e-04, eta: 9:29:35, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7448, loss_cls: 2.2182, loss: 2.2182, grad_norm: 13.2912 2021-08-17 18:45:40,863 - mmaction - INFO - Epoch [34][2880/3520] lr: 5.000e-04, eta: 9:29:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7323, loss_cls: 2.2930, loss: 2.2930, grad_norm: 13.6046 2021-08-17 18:45:52,445 - mmaction - INFO - Epoch [34][2900/3520] lr: 5.000e-04, eta: 9:29:11, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7438, loss_cls: 2.1893, loss: 2.1893, grad_norm: 13.0910 2021-08-17 18:46:04,002 - mmaction - INFO - Epoch [34][2920/3520] lr: 5.000e-04, eta: 9:28:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7406, loss_cls: 2.2418, loss: 2.2418, grad_norm: 13.6298 2021-08-17 18:46:15,515 - mmaction - INFO - Epoch [34][2940/3520] lr: 5.000e-04, eta: 9:28:46, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7344, loss_cls: 2.2173, loss: 2.2173, grad_norm: 12.8018 2021-08-17 18:46:27,075 - mmaction - INFO - Epoch [34][2960/3520] lr: 5.000e-04, eta: 9:28:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7208, loss_cls: 2.2077, loss: 2.2077, grad_norm: 13.0729 2021-08-17 18:46:38,616 - mmaction - INFO - Epoch [34][2980/3520] lr: 5.000e-04, eta: 9:28:22, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7156, loss_cls: 2.2966, loss: 2.2966, grad_norm: 13.5368 2021-08-17 18:46:50,205 - mmaction - INFO - Epoch [34][3000/3520] lr: 5.000e-04, eta: 9:28:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7240, loss_cls: 2.2247, loss: 2.2247, grad_norm: 13.1888 2021-08-17 18:47:01,698 - mmaction - INFO - Epoch [34][3020/3520] lr: 5.000e-04, eta: 9:27:57, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7323, loss_cls: 2.2318, loss: 2.2318, grad_norm: 13.1145 2021-08-17 18:47:13,197 - mmaction - INFO - Epoch [34][3040/3520] lr: 5.000e-04, eta: 9:27:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7385, loss_cls: 2.1660, loss: 2.1660, grad_norm: 12.8208 2021-08-17 18:47:24,727 - mmaction - INFO - Epoch [34][3060/3520] lr: 5.000e-04, eta: 9:27:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7406, loss_cls: 2.2106, loss: 2.2106, grad_norm: 13.4523 2021-08-17 18:47:36,287 - mmaction - INFO - Epoch [34][3080/3520] lr: 5.000e-04, eta: 9:27:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.6802, loss_cls: 2.3317, loss: 2.3317, grad_norm: 13.2676 2021-08-17 18:47:47,943 - mmaction - INFO - Epoch [34][3100/3520] lr: 5.000e-04, eta: 9:27:09, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7333, loss_cls: 2.1873, loss: 2.1873, grad_norm: 13.3004 2021-08-17 18:47:59,464 - mmaction - INFO - Epoch [34][3120/3520] lr: 5.000e-04, eta: 9:26:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7354, loss_cls: 2.1808, loss: 2.1808, grad_norm: 12.7241 2021-08-17 18:48:10,979 - mmaction - INFO - Epoch [34][3140/3520] lr: 5.000e-04, eta: 9:26:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7583, loss_cls: 2.1134, loss: 2.1134, grad_norm: 13.2282 2021-08-17 18:48:22,553 - mmaction - INFO - Epoch [34][3160/3520] lr: 5.000e-04, eta: 9:26:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7219, loss_cls: 2.2776, loss: 2.2776, grad_norm: 13.7406 2021-08-17 18:48:34,046 - mmaction - INFO - Epoch [34][3180/3520] lr: 5.000e-04, eta: 9:26:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7292, loss_cls: 2.2253, loss: 2.2253, grad_norm: 13.2403 2021-08-17 18:48:45,545 - mmaction - INFO - Epoch [34][3200/3520] lr: 5.000e-04, eta: 9:26:07, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7229, loss_cls: 2.2214, loss: 2.2214, grad_norm: 13.4548 2021-08-17 18:48:57,031 - mmaction - INFO - Epoch [34][3220/3520] lr: 5.000e-04, eta: 9:25:55, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7208, loss_cls: 2.2447, loss: 2.2447, grad_norm: 13.3989 2021-08-17 18:49:08,582 - mmaction - INFO - Epoch [34][3240/3520] lr: 5.000e-04, eta: 9:25:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7104, loss_cls: 2.2767, loss: 2.2767, grad_norm: 13.1486 2021-08-17 18:49:20,045 - mmaction - INFO - Epoch [34][3260/3520] lr: 5.000e-04, eta: 9:25:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7271, loss_cls: 2.2164, loss: 2.2164, grad_norm: 13.2456 2021-08-17 18:49:31,550 - mmaction - INFO - Epoch [34][3280/3520] lr: 5.000e-04, eta: 9:25:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.2383, loss: 2.2383, grad_norm: 13.1515 2021-08-17 18:49:43,054 - mmaction - INFO - Epoch [34][3300/3520] lr: 5.000e-04, eta: 9:25:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7292, loss_cls: 2.2934, loss: 2.2934, grad_norm: 13.7701 2021-08-17 18:49:54,613 - mmaction - INFO - Epoch [34][3320/3520] lr: 5.000e-04, eta: 9:24:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7323, loss_cls: 2.2648, loss: 2.2648, grad_norm: 13.2492 2021-08-17 18:50:06,090 - mmaction - INFO - Epoch [34][3340/3520] lr: 5.000e-04, eta: 9:24:42, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7250, loss_cls: 2.2926, loss: 2.2926, grad_norm: 13.4898 2021-08-17 18:50:17,609 - mmaction - INFO - Epoch [34][3360/3520] lr: 5.000e-04, eta: 9:24:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7406, loss_cls: 2.1756, loss: 2.1756, grad_norm: 13.1378 2021-08-17 18:50:29,130 - mmaction - INFO - Epoch [34][3380/3520] lr: 5.000e-04, eta: 9:24:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2130, loss: 2.2130, grad_norm: 13.2045 2021-08-17 18:50:40,593 - mmaction - INFO - Epoch [34][3400/3520] lr: 5.000e-04, eta: 9:24:05, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7125, loss_cls: 2.3230, loss: 2.3230, grad_norm: 13.6698 2021-08-17 18:50:52,062 - mmaction - INFO - Epoch [34][3420/3520] lr: 5.000e-04, eta: 9:23:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7219, loss_cls: 2.2332, loss: 2.2332, grad_norm: 13.2819 2021-08-17 18:51:03,568 - mmaction - INFO - Epoch [34][3440/3520] lr: 5.000e-04, eta: 9:23:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7635, loss_cls: 2.1030, loss: 2.1030, grad_norm: 13.1601 2021-08-17 18:51:15,095 - mmaction - INFO - Epoch [34][3460/3520] lr: 5.000e-04, eta: 9:23:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7083, loss_cls: 2.3045, loss: 2.3045, grad_norm: 13.7418 2021-08-17 18:51:26,595 - mmaction - INFO - Epoch [34][3480/3520] lr: 5.000e-04, eta: 9:23:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7458, loss_cls: 2.1463, loss: 2.1463, grad_norm: 13.0297 2021-08-17 18:51:38,193 - mmaction - INFO - Epoch [34][3500/3520] lr: 5.000e-04, eta: 9:23:04, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7552, loss_cls: 2.1490, loss: 2.1490, grad_norm: 13.1365 2021-08-17 18:51:49,227 - mmaction - INFO - Epoch [34][3520/3520] lr: 5.000e-04, eta: 9:22:52, time: 0.551, data_time: 0.002, memory: 8335, top1_acc: 0.4370, top5_acc: 0.7337, loss_cls: 2.2204, loss: 2.2204, grad_norm: 13.1133 2021-08-17 18:52:00,119 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-08-17 18:54:07,136 - mmaction - INFO - Epoch [35][20/3520] lr: 5.000e-04, eta: 9:23:33, time: 6.322, data_time: 5.740, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7427, loss_cls: 2.2221, loss: 2.2221, grad_norm: 12.9935 2021-08-17 18:54:18,547 - mmaction - INFO - Epoch [35][40/3520] lr: 5.000e-04, eta: 9:23:21, time: 0.570, data_time: 0.003, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7500, loss_cls: 2.2030, loss: 2.2030, grad_norm: 12.9325 2021-08-17 18:54:29,995 - mmaction - INFO - Epoch [35][60/3520] lr: 5.000e-04, eta: 9:23:09, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7135, loss_cls: 2.2566, loss: 2.2566, grad_norm: 13.2580 2021-08-17 18:54:41,521 - mmaction - INFO - Epoch [35][80/3520] lr: 5.000e-04, eta: 9:22:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4135, top5_acc: 0.7354, loss_cls: 2.2114, loss: 2.2114, grad_norm: 13.1404 2021-08-17 18:54:53,053 - mmaction - INFO - Epoch [35][100/3520] lr: 5.000e-04, eta: 9:22:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7615, loss_cls: 2.1608, loss: 2.1608, grad_norm: 13.1491 2021-08-17 18:55:04,498 - mmaction - INFO - Epoch [35][120/3520] lr: 5.000e-04, eta: 9:22:32, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7365, loss_cls: 2.1510, loss: 2.1510, grad_norm: 13.4881 2021-08-17 18:55:15,941 - mmaction - INFO - Epoch [35][140/3520] lr: 5.000e-04, eta: 9:22:20, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7625, loss_cls: 2.1251, loss: 2.1251, grad_norm: 12.7004 2021-08-17 18:55:27,435 - mmaction - INFO - Epoch [35][160/3520] lr: 5.000e-04, eta: 9:22:08, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7396, loss_cls: 2.1818, loss: 2.1818, grad_norm: 13.0532 2021-08-17 18:55:38,972 - mmaction - INFO - Epoch [35][180/3520] lr: 5.000e-04, eta: 9:21:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7333, loss_cls: 2.1831, loss: 2.1831, grad_norm: 13.1318 2021-08-17 18:55:50,600 - mmaction - INFO - Epoch [35][200/3520] lr: 5.000e-04, eta: 9:21:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7510, loss_cls: 2.1121, loss: 2.1121, grad_norm: 12.9130 2021-08-17 18:56:02,098 - mmaction - INFO - Epoch [35][220/3520] lr: 5.000e-04, eta: 9:21:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7510, loss_cls: 2.1727, loss: 2.1727, grad_norm: 13.0416 2021-08-17 18:56:13,616 - mmaction - INFO - Epoch [35][240/3520] lr: 5.000e-04, eta: 9:21:19, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7344, loss_cls: 2.1748, loss: 2.1748, grad_norm: 13.2083 2021-08-17 18:56:25,087 - mmaction - INFO - Epoch [35][260/3520] lr: 5.000e-04, eta: 9:21:06, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.1518, loss: 2.1518, grad_norm: 13.4069 2021-08-17 18:56:36,631 - mmaction - INFO - Epoch [35][280/3520] lr: 5.000e-04, eta: 9:20:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7302, loss_cls: 2.2386, loss: 2.2386, grad_norm: 13.1035 2021-08-17 18:56:48,117 - mmaction - INFO - Epoch [35][300/3520] lr: 5.000e-04, eta: 9:20:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.2007, loss: 2.2007, grad_norm: 13.2763 2021-08-17 18:56:59,685 - mmaction - INFO - Epoch [35][320/3520] lr: 5.000e-04, eta: 9:20:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7365, loss_cls: 2.1819, loss: 2.1819, grad_norm: 13.3013 2021-08-17 18:57:11,256 - mmaction - INFO - Epoch [35][340/3520] lr: 5.000e-04, eta: 9:20:18, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7531, loss_cls: 2.1453, loss: 2.1453, grad_norm: 13.5324 2021-08-17 18:57:22,741 - mmaction - INFO - Epoch [35][360/3520] lr: 5.000e-04, eta: 9:20:05, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7458, loss_cls: 2.1064, loss: 2.1064, grad_norm: 12.8301 2021-08-17 18:57:34,221 - mmaction - INFO - Epoch [35][380/3520] lr: 5.000e-04, eta: 9:19:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7448, loss_cls: 2.1427, loss: 2.1427, grad_norm: 13.1753 2021-08-17 18:57:45,752 - mmaction - INFO - Epoch [35][400/3520] lr: 5.000e-04, eta: 9:19:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7281, loss_cls: 2.2642, loss: 2.2642, grad_norm: 13.4096 2021-08-17 18:57:57,244 - mmaction - INFO - Epoch [35][420/3520] lr: 5.000e-04, eta: 9:19:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7375, loss_cls: 2.1529, loss: 2.1529, grad_norm: 13.1672 2021-08-17 18:58:08,835 - mmaction - INFO - Epoch [35][440/3520] lr: 5.000e-04, eta: 9:19:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7365, loss_cls: 2.1774, loss: 2.1774, grad_norm: 13.0167 2021-08-17 18:58:20,311 - mmaction - INFO - Epoch [35][460/3520] lr: 5.000e-04, eta: 9:19:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7302, loss_cls: 2.1791, loss: 2.1791, grad_norm: 12.8919 2021-08-17 18:58:31,807 - mmaction - INFO - Epoch [35][480/3520] lr: 5.000e-04, eta: 9:18:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7438, loss_cls: 2.1722, loss: 2.1722, grad_norm: 12.8589 2021-08-17 18:58:43,286 - mmaction - INFO - Epoch [35][500/3520] lr: 5.000e-04, eta: 9:18:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7438, loss_cls: 2.1446, loss: 2.1446, grad_norm: 12.9066 2021-08-17 18:58:54,742 - mmaction - INFO - Epoch [35][520/3520] lr: 5.000e-04, eta: 9:18:27, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7375, loss_cls: 2.1413, loss: 2.1413, grad_norm: 12.7962 2021-08-17 18:59:06,243 - mmaction - INFO - Epoch [35][540/3520] lr: 5.000e-04, eta: 9:18:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7250, loss_cls: 2.2614, loss: 2.2614, grad_norm: 13.6406 2021-08-17 18:59:17,789 - mmaction - INFO - Epoch [35][560/3520] lr: 5.000e-04, eta: 9:18:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7333, loss_cls: 2.2455, loss: 2.2455, grad_norm: 13.3119 2021-08-17 18:59:29,315 - mmaction - INFO - Epoch [35][580/3520] lr: 5.000e-04, eta: 9:17:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7635, loss_cls: 2.1427, loss: 2.1427, grad_norm: 13.3209 2021-08-17 18:59:40,859 - mmaction - INFO - Epoch [35][600/3520] lr: 5.000e-04, eta: 9:17:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7260, loss_cls: 2.2659, loss: 2.2659, grad_norm: 13.5002 2021-08-17 18:59:52,389 - mmaction - INFO - Epoch [35][620/3520] lr: 5.000e-04, eta: 9:17:26, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7604, loss_cls: 2.1644, loss: 2.1644, grad_norm: 13.2829 2021-08-17 19:00:04,003 - mmaction - INFO - Epoch [35][640/3520] lr: 5.000e-04, eta: 9:17:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7688, loss_cls: 2.1088, loss: 2.1088, grad_norm: 13.4508 2021-08-17 19:00:15,480 - mmaction - INFO - Epoch [35][660/3520] lr: 5.000e-04, eta: 9:17:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7396, loss_cls: 2.1393, loss: 2.1393, grad_norm: 12.6562 2021-08-17 19:00:27,027 - mmaction - INFO - Epoch [35][680/3520] lr: 5.000e-04, eta: 9:16:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7312, loss_cls: 2.1976, loss: 2.1976, grad_norm: 13.0959 2021-08-17 19:00:38,594 - mmaction - INFO - Epoch [35][700/3520] lr: 5.000e-04, eta: 9:16:37, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7552, loss_cls: 2.1802, loss: 2.1802, grad_norm: 13.4486 2021-08-17 19:00:50,123 - mmaction - INFO - Epoch [35][720/3520] lr: 5.000e-04, eta: 9:16:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7281, loss_cls: 2.2192, loss: 2.2192, grad_norm: 13.5689 2021-08-17 19:01:01,605 - mmaction - INFO - Epoch [35][740/3520] lr: 5.000e-04, eta: 9:16:13, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7490, loss_cls: 2.2084, loss: 2.2084, grad_norm: 13.7022 2021-08-17 19:01:13,171 - mmaction - INFO - Epoch [35][760/3520] lr: 5.000e-04, eta: 9:16:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7396, loss_cls: 2.2379, loss: 2.2379, grad_norm: 13.5805 2021-08-17 19:01:24,660 - mmaction - INFO - Epoch [35][780/3520] lr: 5.000e-04, eta: 9:15:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7448, loss_cls: 2.1863, loss: 2.1863, grad_norm: 13.4149 2021-08-17 19:01:36,150 - mmaction - INFO - Epoch [35][800/3520] lr: 5.000e-04, eta: 9:15:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7240, loss_cls: 2.2998, loss: 2.2998, grad_norm: 13.4367 2021-08-17 19:01:47,624 - mmaction - INFO - Epoch [35][820/3520] lr: 5.000e-04, eta: 9:15:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7354, loss_cls: 2.2471, loss: 2.2471, grad_norm: 13.6004 2021-08-17 19:01:59,143 - mmaction - INFO - Epoch [35][840/3520] lr: 5.000e-04, eta: 9:15:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7323, loss_cls: 2.2804, loss: 2.2804, grad_norm: 14.2000 2021-08-17 19:02:10,632 - mmaction - INFO - Epoch [35][860/3520] lr: 5.000e-04, eta: 9:14:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7500, loss_cls: 2.1469, loss: 2.1469, grad_norm: 13.0655 2021-08-17 19:02:22,077 - mmaction - INFO - Epoch [35][880/3520] lr: 5.000e-04, eta: 9:14:47, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7625, loss_cls: 2.1185, loss: 2.1185, grad_norm: 13.5943 2021-08-17 19:02:33,574 - mmaction - INFO - Epoch [35][900/3520] lr: 5.000e-04, eta: 9:14:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7521, loss_cls: 2.1144, loss: 2.1144, grad_norm: 13.1976 2021-08-17 19:02:45,100 - mmaction - INFO - Epoch [35][920/3520] lr: 5.000e-04, eta: 9:14:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7146, loss_cls: 2.2384, loss: 2.2384, grad_norm: 14.2924 2021-08-17 19:02:56,644 - mmaction - INFO - Epoch [35][940/3520] lr: 5.000e-04, eta: 9:14:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7312, loss_cls: 2.1875, loss: 2.1875, grad_norm: 13.5376 2021-08-17 19:03:08,185 - mmaction - INFO - Epoch [35][960/3520] lr: 5.000e-04, eta: 9:13:58, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7562, loss_cls: 2.1442, loss: 2.1442, grad_norm: 12.9602 2021-08-17 19:03:19,753 - mmaction - INFO - Epoch [35][980/3520] lr: 5.000e-04, eta: 9:13:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7406, loss_cls: 2.2092, loss: 2.2092, grad_norm: 13.4946 2021-08-17 19:03:31,294 - mmaction - INFO - Epoch [35][1000/3520] lr: 5.000e-04, eta: 9:13:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7448, loss_cls: 2.1579, loss: 2.1579, grad_norm: 13.2707 2021-08-17 19:03:42,790 - mmaction - INFO - Epoch [35][1020/3520] lr: 5.000e-04, eta: 9:13:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7323, loss_cls: 2.1919, loss: 2.1919, grad_norm: 13.4895 2021-08-17 19:03:54,276 - mmaction - INFO - Epoch [35][1040/3520] lr: 5.000e-04, eta: 9:13:09, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7458, loss_cls: 2.1500, loss: 2.1500, grad_norm: 12.9819 2021-08-17 19:04:05,773 - mmaction - INFO - Epoch [35][1060/3520] lr: 5.000e-04, eta: 9:12:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7198, loss_cls: 2.1939, loss: 2.1939, grad_norm: 13.1480 2021-08-17 19:04:17,332 - mmaction - INFO - Epoch [35][1080/3520] lr: 5.000e-04, eta: 9:12:45, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7281, loss_cls: 2.2460, loss: 2.2460, grad_norm: 13.1668 2021-08-17 19:04:28,825 - mmaction - INFO - Epoch [35][1100/3520] lr: 5.000e-04, eta: 9:12:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7458, loss_cls: 2.1843, loss: 2.1843, grad_norm: 13.5039 2021-08-17 19:04:40,290 - mmaction - INFO - Epoch [35][1120/3520] lr: 5.000e-04, eta: 9:12:20, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7229, loss_cls: 2.2768, loss: 2.2768, grad_norm: 13.6915 2021-08-17 19:04:51,923 - mmaction - INFO - Epoch [35][1140/3520] lr: 5.000e-04, eta: 9:12:08, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7469, loss_cls: 2.2051, loss: 2.2051, grad_norm: 14.0878 2021-08-17 19:05:03,488 - mmaction - INFO - Epoch [35][1160/3520] lr: 5.000e-04, eta: 9:11:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7271, loss_cls: 2.2360, loss: 2.2360, grad_norm: 13.2408 2021-08-17 19:05:14,976 - mmaction - INFO - Epoch [35][1180/3520] lr: 5.000e-04, eta: 9:11:44, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7698, loss_cls: 2.1298, loss: 2.1298, grad_norm: 13.2542 2021-08-17 19:05:26,517 - mmaction - INFO - Epoch [35][1200/3520] lr: 5.000e-04, eta: 9:11:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7604, loss_cls: 2.1395, loss: 2.1395, grad_norm: 13.3747 2021-08-17 19:05:37,969 - mmaction - INFO - Epoch [35][1220/3520] lr: 5.000e-04, eta: 9:11:19, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7188, loss_cls: 2.2722, loss: 2.2722, grad_norm: 14.1169 2021-08-17 19:05:49,452 - mmaction - INFO - Epoch [35][1240/3520] lr: 5.000e-04, eta: 9:11:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7365, loss_cls: 2.1773, loss: 2.1773, grad_norm: 13.6096 2021-08-17 19:06:00,968 - mmaction - INFO - Epoch [35][1260/3520] lr: 5.000e-04, eta: 9:10:55, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7354, loss_cls: 2.2649, loss: 2.2649, grad_norm: 13.5222 2021-08-17 19:06:12,537 - mmaction - INFO - Epoch [35][1280/3520] lr: 5.000e-04, eta: 9:10:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7573, loss_cls: 2.0817, loss: 2.0817, grad_norm: 13.3158 2021-08-17 19:06:23,997 - mmaction - INFO - Epoch [35][1300/3520] lr: 5.000e-04, eta: 9:10:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7208, loss_cls: 2.2522, loss: 2.2522, grad_norm: 14.0001 2021-08-17 19:06:35,488 - mmaction - INFO - Epoch [35][1320/3520] lr: 5.000e-04, eta: 9:10:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7333, loss_cls: 2.1675, loss: 2.1675, grad_norm: 13.3034 2021-08-17 19:06:46,961 - mmaction - INFO - Epoch [35][1340/3520] lr: 5.000e-04, eta: 9:10:06, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7188, loss_cls: 2.3108, loss: 2.3108, grad_norm: 14.1060 2021-08-17 19:06:58,454 - mmaction - INFO - Epoch [35][1360/3520] lr: 5.000e-04, eta: 9:09:53, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7354, loss_cls: 2.1457, loss: 2.1457, grad_norm: 13.5525 2021-08-17 19:07:09,961 - mmaction - INFO - Epoch [35][1380/3520] lr: 5.000e-04, eta: 9:09:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7396, loss_cls: 2.2068, loss: 2.2068, grad_norm: 13.8790 2021-08-17 19:07:21,578 - mmaction - INFO - Epoch [35][1400/3520] lr: 5.000e-04, eta: 9:09:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7542, loss_cls: 2.1588, loss: 2.1588, grad_norm: 13.6854 2021-08-17 19:07:33,165 - mmaction - INFO - Epoch [35][1420/3520] lr: 5.000e-04, eta: 9:09:17, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7458, loss_cls: 2.2124, loss: 2.2124, grad_norm: 13.7121 2021-08-17 19:07:44,647 - mmaction - INFO - Epoch [35][1440/3520] lr: 5.000e-04, eta: 9:09:05, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7438, loss_cls: 2.1302, loss: 2.1302, grad_norm: 13.8116 2021-08-17 19:07:56,110 - mmaction - INFO - Epoch [35][1460/3520] lr: 5.000e-04, eta: 9:08:52, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7562, loss_cls: 2.0774, loss: 2.0774, grad_norm: 13.6198 2021-08-17 19:08:07,656 - mmaction - INFO - Epoch [35][1480/3520] lr: 5.000e-04, eta: 9:08:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7458, loss_cls: 2.1383, loss: 2.1383, grad_norm: 13.6738 2021-08-17 19:08:19,201 - mmaction - INFO - Epoch [35][1500/3520] lr: 5.000e-04, eta: 9:08:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7000, loss_cls: 2.3490, loss: 2.3490, grad_norm: 13.9824 2021-08-17 19:08:30,704 - mmaction - INFO - Epoch [35][1520/3520] lr: 5.000e-04, eta: 9:08:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7312, loss_cls: 2.2327, loss: 2.2327, grad_norm: 13.9284 2021-08-17 19:08:42,142 - mmaction - INFO - Epoch [35][1540/3520] lr: 5.000e-04, eta: 9:08:03, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7448, loss_cls: 2.2206, loss: 2.2206, grad_norm: 13.7763 2021-08-17 19:08:53,684 - mmaction - INFO - Epoch [35][1560/3520] lr: 5.000e-04, eta: 9:07:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7323, loss_cls: 2.1828, loss: 2.1828, grad_norm: 13.6100 2021-08-17 19:09:05,228 - mmaction - INFO - Epoch [35][1580/3520] lr: 5.000e-04, eta: 9:07:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7562, loss_cls: 2.1098, loss: 2.1098, grad_norm: 13.4387 2021-08-17 19:09:16,886 - mmaction - INFO - Epoch [35][1600/3520] lr: 5.000e-04, eta: 9:07:27, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.2244, loss: 2.2244, grad_norm: 13.6282 2021-08-17 19:09:28,411 - mmaction - INFO - Epoch [35][1620/3520] lr: 5.000e-04, eta: 9:07:15, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.2342, loss: 2.2342, grad_norm: 13.4200 2021-08-17 19:09:39,970 - mmaction - INFO - Epoch [35][1640/3520] lr: 5.000e-04, eta: 9:07:02, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7448, loss_cls: 2.2057, loss: 2.2057, grad_norm: 13.6492 2021-08-17 19:09:51,471 - mmaction - INFO - Epoch [35][1660/3520] lr: 5.000e-04, eta: 9:06:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7375, loss_cls: 2.2320, loss: 2.2320, grad_norm: 13.6883 2021-08-17 19:10:03,025 - mmaction - INFO - Epoch [35][1680/3520] lr: 5.000e-04, eta: 9:06:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2349, loss: 2.2349, grad_norm: 13.6692 2021-08-17 19:10:14,496 - mmaction - INFO - Epoch [35][1700/3520] lr: 5.000e-04, eta: 9:06:26, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7406, loss_cls: 2.2183, loss: 2.2183, grad_norm: 13.6385 2021-08-17 19:10:25,999 - mmaction - INFO - Epoch [35][1720/3520] lr: 5.000e-04, eta: 9:06:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7500, loss_cls: 2.2035, loss: 2.2035, grad_norm: 13.4887 2021-08-17 19:10:37,528 - mmaction - INFO - Epoch [35][1740/3520] lr: 5.000e-04, eta: 9:06:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7406, loss_cls: 2.1753, loss: 2.1753, grad_norm: 13.5918 2021-08-17 19:10:49,118 - mmaction - INFO - Epoch [35][1760/3520] lr: 5.000e-04, eta: 9:05:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7396, loss_cls: 2.1456, loss: 2.1456, grad_norm: 13.2435 2021-08-17 19:11:00,614 - mmaction - INFO - Epoch [35][1780/3520] lr: 5.000e-04, eta: 9:05:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.2138, loss: 2.2138, grad_norm: 14.0821 2021-08-17 19:11:12,168 - mmaction - INFO - Epoch [35][1800/3520] lr: 5.000e-04, eta: 9:05:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7604, loss_cls: 2.1077, loss: 2.1077, grad_norm: 13.2556 2021-08-17 19:11:23,732 - mmaction - INFO - Epoch [35][1820/3520] lr: 5.000e-04, eta: 9:05:12, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7427, loss_cls: 2.1887, loss: 2.1887, grad_norm: 13.6197 2021-08-17 19:11:35,235 - mmaction - INFO - Epoch [35][1840/3520] lr: 5.000e-04, eta: 9:05:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7583, loss_cls: 2.1297, loss: 2.1297, grad_norm: 13.5398 2021-08-17 19:11:46,724 - mmaction - INFO - Epoch [35][1860/3520] lr: 5.000e-04, eta: 9:04:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7167, loss_cls: 2.2829, loss: 2.2829, grad_norm: 13.8162 2021-08-17 19:11:58,245 - mmaction - INFO - Epoch [35][1880/3520] lr: 5.000e-04, eta: 9:04:36, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7354, loss_cls: 2.1492, loss: 2.1492, grad_norm: 13.3601 2021-08-17 19:12:09,786 - mmaction - INFO - Epoch [35][1900/3520] lr: 5.000e-04, eta: 9:04:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7365, loss_cls: 2.2262, loss: 2.2262, grad_norm: 13.8692 2021-08-17 19:12:21,343 - mmaction - INFO - Epoch [35][1920/3520] lr: 5.000e-04, eta: 9:04:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7281, loss_cls: 2.2660, loss: 2.2660, grad_norm: 13.5800 2021-08-17 19:12:32,789 - mmaction - INFO - Epoch [35][1940/3520] lr: 5.000e-04, eta: 9:03:59, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7417, loss_cls: 2.1953, loss: 2.1953, grad_norm: 13.3403 2021-08-17 19:12:44,322 - mmaction - INFO - Epoch [35][1960/3520] lr: 5.000e-04, eta: 9:03:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1988, loss: 2.1988, grad_norm: 13.3048 2021-08-17 19:12:55,812 - mmaction - INFO - Epoch [35][1980/3520] lr: 5.000e-04, eta: 9:03:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7240, loss_cls: 2.2334, loss: 2.2334, grad_norm: 13.3069 2021-08-17 19:13:07,297 - mmaction - INFO - Epoch [35][2000/3520] lr: 5.000e-04, eta: 9:03:22, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7385, loss_cls: 2.2047, loss: 2.2047, grad_norm: 13.3198 2021-08-17 19:13:18,780 - mmaction - INFO - Epoch [35][2020/3520] lr: 5.000e-04, eta: 9:03:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7208, loss_cls: 2.2999, loss: 2.2999, grad_norm: 13.7708 2021-08-17 19:13:30,292 - mmaction - INFO - Epoch [35][2040/3520] lr: 5.000e-04, eta: 9:02:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7573, loss_cls: 2.2022, loss: 2.2022, grad_norm: 13.5847 2021-08-17 19:13:41,743 - mmaction - INFO - Epoch [35][2060/3520] lr: 5.000e-04, eta: 9:02:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7646, loss_cls: 2.1542, loss: 2.1542, grad_norm: 13.4511 2021-08-17 19:13:53,250 - mmaction - INFO - Epoch [35][2080/3520] lr: 5.000e-04, eta: 9:02:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7219, loss_cls: 2.2785, loss: 2.2785, grad_norm: 13.8988 2021-08-17 19:14:04,837 - mmaction - INFO - Epoch [35][2100/3520] lr: 5.000e-04, eta: 9:02:21, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7177, loss_cls: 2.2440, loss: 2.2440, grad_norm: 13.6182 2021-08-17 19:14:16,331 - mmaction - INFO - Epoch [35][2120/3520] lr: 5.000e-04, eta: 9:02:09, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7271, loss_cls: 2.2424, loss: 2.2424, grad_norm: 13.0743 2021-08-17 19:14:27,796 - mmaction - INFO - Epoch [35][2140/3520] lr: 5.000e-04, eta: 9:01:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7396, loss_cls: 2.1855, loss: 2.1855, grad_norm: 13.4584 2021-08-17 19:14:39,317 - mmaction - INFO - Epoch [35][2160/3520] lr: 5.000e-04, eta: 9:01:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7365, loss_cls: 2.1820, loss: 2.1820, grad_norm: 13.6402 2021-08-17 19:14:50,820 - mmaction - INFO - Epoch [35][2180/3520] lr: 5.000e-04, eta: 9:01:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7667, loss_cls: 2.1202, loss: 2.1202, grad_norm: 13.7038 2021-08-17 19:15:02,318 - mmaction - INFO - Epoch [35][2200/3520] lr: 5.000e-04, eta: 9:01:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7646, loss_cls: 2.1231, loss: 2.1231, grad_norm: 13.5537 2021-08-17 19:15:13,845 - mmaction - INFO - Epoch [35][2220/3520] lr: 5.000e-04, eta: 9:01:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7240, loss_cls: 2.2795, loss: 2.2795, grad_norm: 13.6824 2021-08-17 19:15:25,403 - mmaction - INFO - Epoch [35][2240/3520] lr: 5.000e-04, eta: 9:00:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7240, loss_cls: 2.1918, loss: 2.1918, grad_norm: 13.3513 2021-08-17 19:15:36,882 - mmaction - INFO - Epoch [35][2260/3520] lr: 5.000e-04, eta: 9:00:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7115, loss_cls: 2.3345, loss: 2.3345, grad_norm: 13.9455 2021-08-17 19:15:48,518 - mmaction - INFO - Epoch [35][2280/3520] lr: 5.000e-04, eta: 9:00:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7344, loss_cls: 2.2031, loss: 2.2031, grad_norm: 13.6058 2021-08-17 19:15:59,992 - mmaction - INFO - Epoch [35][2300/3520] lr: 5.000e-04, eta: 9:00:19, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.2830, loss: 2.2830, grad_norm: 13.5665 2021-08-17 19:16:11,510 - mmaction - INFO - Epoch [35][2320/3520] lr: 5.000e-04, eta: 9:00:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7115, loss_cls: 2.2944, loss: 2.2944, grad_norm: 13.2907 2021-08-17 19:16:22,976 - mmaction - INFO - Epoch [35][2340/3520] lr: 5.000e-04, eta: 8:59:55, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7406, loss_cls: 2.1934, loss: 2.1934, grad_norm: 13.6218 2021-08-17 19:16:34,522 - mmaction - INFO - Epoch [35][2360/3520] lr: 5.000e-04, eta: 8:59:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7208, loss_cls: 2.2858, loss: 2.2858, grad_norm: 13.7162 2021-08-17 19:16:45,990 - mmaction - INFO - Epoch [35][2380/3520] lr: 5.000e-04, eta: 8:59:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7323, loss_cls: 2.2131, loss: 2.2131, grad_norm: 12.8919 2021-08-17 19:16:57,529 - mmaction - INFO - Epoch [35][2400/3520] lr: 5.000e-04, eta: 8:59:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7615, loss_cls: 2.0900, loss: 2.0900, grad_norm: 13.5378 2021-08-17 19:17:09,064 - mmaction - INFO - Epoch [35][2420/3520] lr: 5.000e-04, eta: 8:59:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7323, loss_cls: 2.2772, loss: 2.2772, grad_norm: 13.9407 2021-08-17 19:17:20,707 - mmaction - INFO - Epoch [35][2440/3520] lr: 5.000e-04, eta: 8:58:54, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7406, loss_cls: 2.2306, loss: 2.2306, grad_norm: 13.8844 2021-08-17 19:17:32,189 - mmaction - INFO - Epoch [35][2460/3520] lr: 5.000e-04, eta: 8:58:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7312, loss_cls: 2.2212, loss: 2.2212, grad_norm: 13.5787 2021-08-17 19:17:43,721 - mmaction - INFO - Epoch [35][2480/3520] lr: 5.000e-04, eta: 8:58:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7479, loss_cls: 2.1628, loss: 2.1628, grad_norm: 13.4461 2021-08-17 19:17:55,176 - mmaction - INFO - Epoch [35][2500/3520] lr: 5.000e-04, eta: 8:58:17, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7260, loss_cls: 2.2868, loss: 2.2868, grad_norm: 13.9416 2021-08-17 19:18:06,712 - mmaction - INFO - Epoch [35][2520/3520] lr: 5.000e-04, eta: 8:58:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4052, top5_acc: 0.7042, loss_cls: 2.3313, loss: 2.3313, grad_norm: 14.2929 2021-08-17 19:18:18,276 - mmaction - INFO - Epoch [35][2540/3520] lr: 5.000e-04, eta: 8:57:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7615, loss_cls: 2.1305, loss: 2.1305, grad_norm: 13.2973 2021-08-17 19:18:29,817 - mmaction - INFO - Epoch [35][2560/3520] lr: 5.000e-04, eta: 8:57:40, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7177, loss_cls: 2.2649, loss: 2.2649, grad_norm: 14.1858 2021-08-17 19:18:41,427 - mmaction - INFO - Epoch [35][2580/3520] lr: 5.000e-04, eta: 8:57:28, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7375, loss_cls: 2.2134, loss: 2.2134, grad_norm: 13.4128 2021-08-17 19:18:52,927 - mmaction - INFO - Epoch [35][2600/3520] lr: 5.000e-04, eta: 8:57:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7198, loss_cls: 2.2903, loss: 2.2903, grad_norm: 13.5987 2021-08-17 19:19:04,421 - mmaction - INFO - Epoch [35][2620/3520] lr: 5.000e-04, eta: 8:57:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7438, loss_cls: 2.2400, loss: 2.2400, grad_norm: 13.6267 2021-08-17 19:19:15,947 - mmaction - INFO - Epoch [35][2640/3520] lr: 5.000e-04, eta: 8:56:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.2432, loss: 2.2432, grad_norm: 14.0135 2021-08-17 19:19:27,467 - mmaction - INFO - Epoch [35][2660/3520] lr: 5.000e-04, eta: 8:56:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7188, loss_cls: 2.2397, loss: 2.2397, grad_norm: 13.4233 2021-08-17 19:19:39,130 - mmaction - INFO - Epoch [35][2680/3520] lr: 5.000e-04, eta: 8:56:27, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7354, loss_cls: 2.2274, loss: 2.2274, grad_norm: 13.7213 2021-08-17 19:19:50,641 - mmaction - INFO - Epoch [35][2700/3520] lr: 5.000e-04, eta: 8:56:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.2896, loss: 2.2896, grad_norm: 13.8639 2021-08-17 19:20:02,178 - mmaction - INFO - Epoch [35][2720/3520] lr: 5.000e-04, eta: 8:56:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7344, loss_cls: 2.1860, loss: 2.1860, grad_norm: 13.6739 2021-08-17 19:20:13,730 - mmaction - INFO - Epoch [35][2740/3520] lr: 5.000e-04, eta: 8:55:50, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7531, loss_cls: 2.1217, loss: 2.1217, grad_norm: 13.7189 2021-08-17 19:20:25,287 - mmaction - INFO - Epoch [35][2760/3520] lr: 5.000e-04, eta: 8:55:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7479, loss_cls: 2.1275, loss: 2.1275, grad_norm: 13.3946 2021-08-17 19:20:36,762 - mmaction - INFO - Epoch [35][2780/3520] lr: 5.000e-04, eta: 8:55:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7302, loss_cls: 2.2301, loss: 2.2301, grad_norm: 13.8357 2021-08-17 19:20:48,326 - mmaction - INFO - Epoch [35][2800/3520] lr: 5.000e-04, eta: 8:55:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7490, loss_cls: 2.0930, loss: 2.0930, grad_norm: 12.9925 2021-08-17 19:20:59,788 - mmaction - INFO - Epoch [35][2820/3520] lr: 5.000e-04, eta: 8:55:02, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7198, loss_cls: 2.2612, loss: 2.2612, grad_norm: 13.9389 2021-08-17 19:21:11,348 - mmaction - INFO - Epoch [35][2840/3520] lr: 5.000e-04, eta: 8:54:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7427, loss_cls: 2.1809, loss: 2.1809, grad_norm: 13.4227 2021-08-17 19:21:22,826 - mmaction - INFO - Epoch [35][2860/3520] lr: 5.000e-04, eta: 8:54:37, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7115, loss_cls: 2.3100, loss: 2.3100, grad_norm: 14.1779 2021-08-17 19:21:34,404 - mmaction - INFO - Epoch [35][2880/3520] lr: 5.000e-04, eta: 8:54:25, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7333, loss_cls: 2.2552, loss: 2.2552, grad_norm: 13.8546 2021-08-17 19:21:45,918 - mmaction - INFO - Epoch [35][2900/3520] lr: 5.000e-04, eta: 8:54:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7271, loss_cls: 2.1773, loss: 2.1773, grad_norm: 13.5040 2021-08-17 19:21:57,410 - mmaction - INFO - Epoch [35][2920/3520] lr: 5.000e-04, eta: 8:54:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7396, loss_cls: 2.1539, loss: 2.1539, grad_norm: 13.5310 2021-08-17 19:22:08,886 - mmaction - INFO - Epoch [35][2940/3520] lr: 5.000e-04, eta: 8:53:48, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7156, loss_cls: 2.3036, loss: 2.3036, grad_norm: 13.7570 2021-08-17 19:22:20,435 - mmaction - INFO - Epoch [35][2960/3520] lr: 5.000e-04, eta: 8:53:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7365, loss_cls: 2.1710, loss: 2.1710, grad_norm: 13.4972 2021-08-17 19:22:31,972 - mmaction - INFO - Epoch [35][2980/3520] lr: 5.000e-04, eta: 8:53:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7104, loss_cls: 2.3271, loss: 2.3271, grad_norm: 13.6872 2021-08-17 19:22:43,508 - mmaction - INFO - Epoch [35][3000/3520] lr: 5.000e-04, eta: 8:53:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7354, loss_cls: 2.2129, loss: 2.2129, grad_norm: 13.5171 2021-08-17 19:22:55,080 - mmaction - INFO - Epoch [35][3020/3520] lr: 5.000e-04, eta: 8:53:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7479, loss_cls: 2.2288, loss: 2.2288, grad_norm: 13.9736 2021-08-17 19:23:06,649 - mmaction - INFO - Epoch [35][3040/3520] lr: 5.000e-04, eta: 8:52:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7417, loss_cls: 2.2006, loss: 2.2006, grad_norm: 13.3137 2021-08-17 19:23:18,078 - mmaction - INFO - Epoch [35][3060/3520] lr: 5.000e-04, eta: 8:52:35, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7385, loss_cls: 2.2141, loss: 2.2141, grad_norm: 14.1173 2021-08-17 19:23:29,654 - mmaction - INFO - Epoch [35][3080/3520] lr: 5.000e-04, eta: 8:52:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7115, loss_cls: 2.2466, loss: 2.2466, grad_norm: 13.5430 2021-08-17 19:23:41,198 - mmaction - INFO - Epoch [35][3100/3520] lr: 5.000e-04, eta: 8:52:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7240, loss_cls: 2.2020, loss: 2.2020, grad_norm: 13.2114 2021-08-17 19:23:52,820 - mmaction - INFO - Epoch [35][3120/3520] lr: 5.000e-04, eta: 8:51:59, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7188, loss_cls: 2.2417, loss: 2.2417, grad_norm: 13.9654 2021-08-17 19:24:04,262 - mmaction - INFO - Epoch [35][3140/3520] lr: 5.000e-04, eta: 8:51:46, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7333, loss_cls: 2.2248, loss: 2.2248, grad_norm: 13.8452 2021-08-17 19:24:15,809 - mmaction - INFO - Epoch [35][3160/3520] lr: 5.000e-04, eta: 8:51:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7406, loss_cls: 2.2327, loss: 2.2327, grad_norm: 13.5139 2021-08-17 19:24:27,312 - mmaction - INFO - Epoch [35][3180/3520] lr: 5.000e-04, eta: 8:51:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7469, loss_cls: 2.1740, loss: 2.1740, grad_norm: 14.0173 2021-08-17 19:24:38,835 - mmaction - INFO - Epoch [35][3200/3520] lr: 5.000e-04, eta: 8:51:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7083, loss_cls: 2.2356, loss: 2.2356, grad_norm: 13.6319 2021-08-17 19:24:50,310 - mmaction - INFO - Epoch [35][3220/3520] lr: 5.000e-04, eta: 8:50:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7583, loss_cls: 2.1128, loss: 2.1128, grad_norm: 13.3659 2021-08-17 19:25:01,904 - mmaction - INFO - Epoch [35][3240/3520] lr: 5.000e-04, eta: 8:50:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7531, loss_cls: 2.0927, loss: 2.0927, grad_norm: 13.4455 2021-08-17 19:25:13,429 - mmaction - INFO - Epoch [35][3260/3520] lr: 5.000e-04, eta: 8:50:33, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4156, top5_acc: 0.7135, loss_cls: 2.2788, loss: 2.2788, grad_norm: 13.6489 2021-08-17 19:25:24,971 - mmaction - INFO - Epoch [35][3280/3520] lr: 5.000e-04, eta: 8:50:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7375, loss_cls: 2.1971, loss: 2.1971, grad_norm: 13.5930 2021-08-17 19:25:36,478 - mmaction - INFO - Epoch [35][3300/3520] lr: 5.000e-04, eta: 8:50:09, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7302, loss_cls: 2.2522, loss: 2.2522, grad_norm: 13.8293 2021-08-17 19:25:48,197 - mmaction - INFO - Epoch [35][3320/3520] lr: 5.000e-04, eta: 8:49:57, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7312, loss_cls: 2.2305, loss: 2.2305, grad_norm: 13.9390 2021-08-17 19:25:59,788 - mmaction - INFO - Epoch [35][3340/3520] lr: 5.000e-04, eta: 8:49:44, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7094, loss_cls: 2.2637, loss: 2.2637, grad_norm: 13.3230 2021-08-17 19:26:11,347 - mmaction - INFO - Epoch [35][3360/3520] lr: 5.000e-04, eta: 8:49:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7229, loss_cls: 2.2717, loss: 2.2717, grad_norm: 14.7031 2021-08-17 19:26:22,814 - mmaction - INFO - Epoch [35][3380/3520] lr: 5.000e-04, eta: 8:49:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7281, loss_cls: 2.2102, loss: 2.2102, grad_norm: 13.7062 2021-08-17 19:26:34,313 - mmaction - INFO - Epoch [35][3400/3520] lr: 5.000e-04, eta: 8:49:08, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7250, loss_cls: 2.2812, loss: 2.2812, grad_norm: 13.7885 2021-08-17 19:26:45,790 - mmaction - INFO - Epoch [35][3420/3520] lr: 5.000e-04, eta: 8:48:56, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3060, loss: 2.3060, grad_norm: 14.0744 2021-08-17 19:26:57,430 - mmaction - INFO - Epoch [35][3440/3520] lr: 5.000e-04, eta: 8:48:43, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7375, loss_cls: 2.1946, loss: 2.1946, grad_norm: 13.7830 2021-08-17 19:27:08,893 - mmaction - INFO - Epoch [35][3460/3520] lr: 5.000e-04, eta: 8:48:31, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7240, loss_cls: 2.2586, loss: 2.2586, grad_norm: 13.9563 2021-08-17 19:27:20,535 - mmaction - INFO - Epoch [35][3480/3520] lr: 5.000e-04, eta: 8:48:19, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7333, loss_cls: 2.2140, loss: 2.2140, grad_norm: 13.7379 2021-08-17 19:27:32,093 - mmaction - INFO - Epoch [35][3500/3520] lr: 5.000e-04, eta: 8:48:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7323, loss_cls: 2.2611, loss: 2.2611, grad_norm: 13.7031 2021-08-17 19:27:43,233 - mmaction - INFO - Epoch [35][3520/3520] lr: 5.000e-04, eta: 8:47:54, time: 0.557, data_time: 0.002, memory: 8335, top1_acc: 0.4565, top5_acc: 0.7413, loss_cls: 2.1736, loss: 2.1736, grad_norm: 13.6482 2021-08-17 19:27:44,701 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-08-17 19:29:04,030 - mmaction - INFO - Epoch [36][20/3520] lr: 5.000e-04, eta: 8:48:11, time: 3.929, data_time: 3.354, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7552, loss_cls: 2.1266, loss: 2.1266, grad_norm: 13.7146 2021-08-17 19:29:15,489 - mmaction - INFO - Epoch [36][40/3520] lr: 5.000e-04, eta: 8:47:59, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7375, loss_cls: 2.1478, loss: 2.1478, grad_norm: 13.7981 2021-08-17 19:29:26,965 - mmaction - INFO - Epoch [36][60/3520] lr: 5.000e-04, eta: 8:47:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7438, loss_cls: 2.1566, loss: 2.1566, grad_norm: 14.0228 2021-08-17 19:29:38,420 - mmaction - INFO - Epoch [36][80/3520] lr: 5.000e-04, eta: 8:47:34, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7406, loss_cls: 2.1782, loss: 2.1782, grad_norm: 13.8362 2021-08-17 19:29:49,845 - mmaction - INFO - Epoch [36][100/3520] lr: 5.000e-04, eta: 8:47:22, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7531, loss_cls: 2.1348, loss: 2.1348, grad_norm: 13.3254 2021-08-17 19:30:01,349 - mmaction - INFO - Epoch [36][120/3520] lr: 5.000e-04, eta: 8:47:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.2060, loss: 2.2060, grad_norm: 13.7754 2021-08-17 19:30:12,857 - mmaction - INFO - Epoch [36][140/3520] lr: 5.000e-04, eta: 8:46:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7292, loss_cls: 2.2624, loss: 2.2624, grad_norm: 14.1168 2021-08-17 19:30:24,321 - mmaction - INFO - Epoch [36][160/3520] lr: 5.000e-04, eta: 8:46:45, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7177, loss_cls: 2.1921, loss: 2.1921, grad_norm: 13.3150 2021-08-17 19:30:35,828 - mmaction - INFO - Epoch [36][180/3520] lr: 5.000e-04, eta: 8:46:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7375, loss_cls: 2.1539, loss: 2.1539, grad_norm: 13.6419 2021-08-17 19:30:47,320 - mmaction - INFO - Epoch [36][200/3520] lr: 5.000e-04, eta: 8:46:21, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7583, loss_cls: 2.1516, loss: 2.1516, grad_norm: 14.0117 2021-08-17 19:30:58,849 - mmaction - INFO - Epoch [36][220/3520] lr: 5.000e-04, eta: 8:46:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7240, loss_cls: 2.2396, loss: 2.2396, grad_norm: 13.4189 2021-08-17 19:31:10,449 - mmaction - INFO - Epoch [36][240/3520] lr: 5.000e-04, eta: 8:45:56, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7354, loss_cls: 2.1776, loss: 2.1776, grad_norm: 13.4245 2021-08-17 19:31:21,987 - mmaction - INFO - Epoch [36][260/3520] lr: 5.000e-04, eta: 8:45:44, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7458, loss_cls: 2.1332, loss: 2.1332, grad_norm: 13.5271 2021-08-17 19:31:33,478 - mmaction - INFO - Epoch [36][280/3520] lr: 5.000e-04, eta: 8:45:32, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.1826, loss: 2.1826, grad_norm: 13.6276 2021-08-17 19:31:44,949 - mmaction - INFO - Epoch [36][300/3520] lr: 5.000e-04, eta: 8:45:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7250, loss_cls: 2.1770, loss: 2.1770, grad_norm: 13.5567 2021-08-17 19:31:56,485 - mmaction - INFO - Epoch [36][320/3520] lr: 5.000e-04, eta: 8:45:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7521, loss_cls: 2.1142, loss: 2.1142, grad_norm: 13.7693 2021-08-17 19:32:07,915 - mmaction - INFO - Epoch [36][340/3520] lr: 5.000e-04, eta: 8:44:55, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7229, loss_cls: 2.2209, loss: 2.2209, grad_norm: 13.7533 2021-08-17 19:32:19,438 - mmaction - INFO - Epoch [36][360/3520] lr: 5.000e-04, eta: 8:44:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7552, loss_cls: 2.0969, loss: 2.0969, grad_norm: 13.5666 2021-08-17 19:32:31,032 - mmaction - INFO - Epoch [36][380/3520] lr: 5.000e-04, eta: 8:44:31, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7490, loss_cls: 2.1681, loss: 2.1681, grad_norm: 13.4707 2021-08-17 19:32:42,605 - mmaction - INFO - Epoch [36][400/3520] lr: 5.000e-04, eta: 8:44:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7281, loss_cls: 2.1870, loss: 2.1870, grad_norm: 13.2244 2021-08-17 19:32:54,068 - mmaction - INFO - Epoch [36][420/3520] lr: 5.000e-04, eta: 8:44:07, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7490, loss_cls: 2.1095, loss: 2.1095, grad_norm: 13.5643 2021-08-17 19:33:05,557 - mmaction - INFO - Epoch [36][440/3520] lr: 5.000e-04, eta: 8:43:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7260, loss_cls: 2.2101, loss: 2.2101, grad_norm: 13.7882 2021-08-17 19:33:17,053 - mmaction - INFO - Epoch [36][460/3520] lr: 5.000e-04, eta: 8:43:42, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7479, loss_cls: 2.1217, loss: 2.1217, grad_norm: 13.7579 2021-08-17 19:33:28,533 - mmaction - INFO - Epoch [36][480/3520] lr: 5.000e-04, eta: 8:43:30, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7635, loss_cls: 2.1252, loss: 2.1252, grad_norm: 13.6553 2021-08-17 19:33:40,115 - mmaction - INFO - Epoch [36][500/3520] lr: 5.000e-04, eta: 8:43:18, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7469, loss_cls: 2.1566, loss: 2.1566, grad_norm: 13.5164 2021-08-17 19:33:51,649 - mmaction - INFO - Epoch [36][520/3520] lr: 5.000e-04, eta: 8:43:05, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7240, loss_cls: 2.2361, loss: 2.2361, grad_norm: 13.8818 2021-08-17 19:34:03,133 - mmaction - INFO - Epoch [36][540/3520] lr: 5.000e-04, eta: 8:42:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7490, loss_cls: 2.1291, loss: 2.1291, grad_norm: 13.7089 2021-08-17 19:34:14,688 - mmaction - INFO - Epoch [36][560/3520] lr: 5.000e-04, eta: 8:42:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7385, loss_cls: 2.1539, loss: 2.1539, grad_norm: 14.0062 2021-08-17 19:34:26,161 - mmaction - INFO - Epoch [36][580/3520] lr: 5.000e-04, eta: 8:42:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7406, loss_cls: 2.1779, loss: 2.1779, grad_norm: 14.0780 2021-08-17 19:34:37,724 - mmaction - INFO - Epoch [36][600/3520] lr: 5.000e-04, eta: 8:42:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7490, loss_cls: 2.2013, loss: 2.2013, grad_norm: 13.6554 2021-08-17 19:34:49,224 - mmaction - INFO - Epoch [36][620/3520] lr: 5.000e-04, eta: 8:42:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7177, loss_cls: 2.2421, loss: 2.2421, grad_norm: 13.7912 2021-08-17 19:35:00,801 - mmaction - INFO - Epoch [36][640/3520] lr: 5.000e-04, eta: 8:41:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7562, loss_cls: 2.1211, loss: 2.1211, grad_norm: 13.8416 2021-08-17 19:35:12,350 - mmaction - INFO - Epoch [36][660/3520] lr: 5.000e-04, eta: 8:41:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7531, loss_cls: 2.1194, loss: 2.1194, grad_norm: 13.4021 2021-08-17 19:35:23,849 - mmaction - INFO - Epoch [36][680/3520] lr: 5.000e-04, eta: 8:41:28, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7406, loss_cls: 2.2049, loss: 2.2049, grad_norm: 13.9298 2021-08-17 19:35:35,350 - mmaction - INFO - Epoch [36][700/3520] lr: 5.000e-04, eta: 8:41:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7396, loss_cls: 2.2212, loss: 2.2212, grad_norm: 13.5786 2021-08-17 19:35:46,949 - mmaction - INFO - Epoch [36][720/3520] lr: 5.000e-04, eta: 8:41:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7469, loss_cls: 2.1650, loss: 2.1650, grad_norm: 13.4131 2021-08-17 19:35:58,457 - mmaction - INFO - Epoch [36][740/3520] lr: 5.000e-04, eta: 8:40:51, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7438, loss_cls: 2.2217, loss: 2.2217, grad_norm: 13.3843 2021-08-17 19:36:10,042 - mmaction - INFO - Epoch [36][760/3520] lr: 5.000e-04, eta: 8:40:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7479, loss_cls: 2.1475, loss: 2.1475, grad_norm: 13.7952 2021-08-17 19:36:21,576 - mmaction - INFO - Epoch [36][780/3520] lr: 5.000e-04, eta: 8:40:27, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7406, loss_cls: 2.1787, loss: 2.1787, grad_norm: 14.0647 2021-08-17 19:36:33,110 - mmaction - INFO - Epoch [36][800/3520] lr: 5.000e-04, eta: 8:40:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7552, loss_cls: 2.0734, loss: 2.0734, grad_norm: 12.9883 2021-08-17 19:36:44,651 - mmaction - INFO - Epoch [36][820/3520] lr: 5.000e-04, eta: 8:40:02, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7490, loss_cls: 2.1802, loss: 2.1802, grad_norm: 13.8744 2021-08-17 19:36:56,218 - mmaction - INFO - Epoch [36][840/3520] lr: 5.000e-04, eta: 8:39:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4031, top5_acc: 0.7271, loss_cls: 2.2502, loss: 2.2502, grad_norm: 13.8205 2021-08-17 19:37:07,717 - mmaction - INFO - Epoch [36][860/3520] lr: 5.000e-04, eta: 8:39:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7229, loss_cls: 2.2275, loss: 2.2275, grad_norm: 13.8685 2021-08-17 19:37:19,281 - mmaction - INFO - Epoch [36][880/3520] lr: 5.000e-04, eta: 8:39:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7250, loss_cls: 2.2506, loss: 2.2506, grad_norm: 13.6079 2021-08-17 19:37:30,845 - mmaction - INFO - Epoch [36][900/3520] lr: 5.000e-04, eta: 8:39:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7323, loss_cls: 2.2435, loss: 2.2435, grad_norm: 13.8590 2021-08-17 19:37:42,333 - mmaction - INFO - Epoch [36][920/3520] lr: 5.000e-04, eta: 8:39:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7510, loss_cls: 2.1478, loss: 2.1478, grad_norm: 13.3105 2021-08-17 19:37:53,810 - mmaction - INFO - Epoch [36][940/3520] lr: 5.000e-04, eta: 8:38:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7615, loss_cls: 2.1172, loss: 2.1172, grad_norm: 13.4190 2021-08-17 19:38:05,325 - mmaction - INFO - Epoch [36][960/3520] lr: 5.000e-04, eta: 8:38:37, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7583, loss_cls: 2.1528, loss: 2.1528, grad_norm: 13.6086 2021-08-17 19:38:16,825 - mmaction - INFO - Epoch [36][980/3520] lr: 5.000e-04, eta: 8:38:25, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7573, loss_cls: 2.1540, loss: 2.1540, grad_norm: 14.2246 2021-08-17 19:38:28,348 - mmaction - INFO - Epoch [36][1000/3520] lr: 5.000e-04, eta: 8:38:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7594, loss_cls: 2.0569, loss: 2.0569, grad_norm: 13.4359 2021-08-17 19:38:39,847 - mmaction - INFO - Epoch [36][1020/3520] lr: 5.000e-04, eta: 8:38:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7510, loss_cls: 2.1737, loss: 2.1737, grad_norm: 14.2426 2021-08-17 19:38:51,483 - mmaction - INFO - Epoch [36][1040/3520] lr: 5.000e-04, eta: 8:37:48, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7240, loss_cls: 2.2647, loss: 2.2647, grad_norm: 14.4251 2021-08-17 19:39:02,926 - mmaction - INFO - Epoch [36][1060/3520] lr: 5.000e-04, eta: 8:37:36, time: 0.572, data_time: 0.001, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7375, loss_cls: 2.1646, loss: 2.1646, grad_norm: 14.1868 2021-08-17 19:39:14,456 - mmaction - INFO - Epoch [36][1080/3520] lr: 5.000e-04, eta: 8:37:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7635, loss_cls: 2.0941, loss: 2.0941, grad_norm: 13.1728 2021-08-17 19:39:26,014 - mmaction - INFO - Epoch [36][1100/3520] lr: 5.000e-04, eta: 8:37:12, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7094, loss_cls: 2.3060, loss: 2.3060, grad_norm: 14.4974 2021-08-17 19:39:37,542 - mmaction - INFO - Epoch [36][1120/3520] lr: 5.000e-04, eta: 8:36:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7438, loss_cls: 2.2122, loss: 2.2122, grad_norm: 13.8979 2021-08-17 19:39:49,055 - mmaction - INFO - Epoch [36][1140/3520] lr: 5.000e-04, eta: 8:36:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7240, loss_cls: 2.2153, loss: 2.2153, grad_norm: 13.8934 2021-08-17 19:40:00,667 - mmaction - INFO - Epoch [36][1160/3520] lr: 5.000e-04, eta: 8:36:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7375, loss_cls: 2.2144, loss: 2.2144, grad_norm: 13.9156 2021-08-17 19:40:12,162 - mmaction - INFO - Epoch [36][1180/3520] lr: 5.000e-04, eta: 8:36:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7385, loss_cls: 2.1559, loss: 2.1559, grad_norm: 13.3809 2021-08-17 19:40:23,632 - mmaction - INFO - Epoch [36][1200/3520] lr: 5.000e-04, eta: 8:36:10, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7583, loss_cls: 2.1500, loss: 2.1500, grad_norm: 13.9341 2021-08-17 19:40:35,263 - mmaction - INFO - Epoch [36][1220/3520] lr: 5.000e-04, eta: 8:35:58, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7562, loss_cls: 2.1751, loss: 2.1751, grad_norm: 14.0259 2021-08-17 19:40:46,817 - mmaction - INFO - Epoch [36][1240/3520] lr: 5.000e-04, eta: 8:35:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7417, loss_cls: 2.1831, loss: 2.1831, grad_norm: 13.8560 2021-08-17 19:40:58,340 - mmaction - INFO - Epoch [36][1260/3520] lr: 5.000e-04, eta: 8:35:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7302, loss_cls: 2.1310, loss: 2.1310, grad_norm: 13.2600 2021-08-17 19:41:09,924 - mmaction - INFO - Epoch [36][1280/3520] lr: 5.000e-04, eta: 8:35:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7625, loss_cls: 2.1055, loss: 2.1055, grad_norm: 13.8143 2021-08-17 19:41:21,472 - mmaction - INFO - Epoch [36][1300/3520] lr: 5.000e-04, eta: 8:35:10, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7542, loss_cls: 2.1727, loss: 2.1727, grad_norm: 13.4038 2021-08-17 19:41:33,048 - mmaction - INFO - Epoch [36][1320/3520] lr: 5.000e-04, eta: 8:34:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7490, loss_cls: 2.1595, loss: 2.1595, grad_norm: 13.5777 2021-08-17 19:41:44,538 - mmaction - INFO - Epoch [36][1340/3520] lr: 5.000e-04, eta: 8:34:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7250, loss_cls: 2.2138, loss: 2.2138, grad_norm: 14.0556 2021-08-17 19:41:56,109 - mmaction - INFO - Epoch [36][1360/3520] lr: 5.000e-04, eta: 8:34:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7490, loss_cls: 2.1264, loss: 2.1264, grad_norm: 13.4770 2021-08-17 19:42:07,558 - mmaction - INFO - Epoch [36][1380/3520] lr: 5.000e-04, eta: 8:34:21, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7167, loss_cls: 2.2663, loss: 2.2663, grad_norm: 13.8379 2021-08-17 19:42:19,169 - mmaction - INFO - Epoch [36][1400/3520] lr: 5.000e-04, eta: 8:34:09, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7219, loss_cls: 2.2145, loss: 2.2145, grad_norm: 13.8122 2021-08-17 19:42:30,671 - mmaction - INFO - Epoch [36][1420/3520] lr: 5.000e-04, eta: 8:33:56, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7323, loss_cls: 2.2206, loss: 2.2206, grad_norm: 13.8413 2021-08-17 19:42:42,223 - mmaction - INFO - Epoch [36][1440/3520] lr: 5.000e-04, eta: 8:33:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7198, loss_cls: 2.2217, loss: 2.2217, grad_norm: 13.5758 2021-08-17 19:42:53,715 - mmaction - INFO - Epoch [36][1460/3520] lr: 5.000e-04, eta: 8:33:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7469, loss_cls: 2.1526, loss: 2.1526, grad_norm: 13.7555 2021-08-17 19:43:05,232 - mmaction - INFO - Epoch [36][1480/3520] lr: 5.000e-04, eta: 8:33:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7760, loss_cls: 2.0944, loss: 2.0944, grad_norm: 13.4886 2021-08-17 19:43:16,759 - mmaction - INFO - Epoch [36][1500/3520] lr: 5.000e-04, eta: 8:33:08, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7458, loss_cls: 2.1444, loss: 2.1444, grad_norm: 13.7956 2021-08-17 19:43:28,385 - mmaction - INFO - Epoch [36][1520/3520] lr: 5.000e-04, eta: 8:32:55, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7333, loss_cls: 2.2096, loss: 2.2096, grad_norm: 13.8449 2021-08-17 19:43:39,963 - mmaction - INFO - Epoch [36][1540/3520] lr: 5.000e-04, eta: 8:32:43, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7156, loss_cls: 2.2392, loss: 2.2392, grad_norm: 13.7713 2021-08-17 19:43:51,453 - mmaction - INFO - Epoch [36][1560/3520] lr: 5.000e-04, eta: 8:32:31, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7240, loss_cls: 2.2622, loss: 2.2622, grad_norm: 13.9366 2021-08-17 19:44:02,916 - mmaction - INFO - Epoch [36][1580/3520] lr: 5.000e-04, eta: 8:32:19, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7396, loss_cls: 2.1819, loss: 2.1819, grad_norm: 13.5100 2021-08-17 19:44:14,431 - mmaction - INFO - Epoch [36][1600/3520] lr: 5.000e-04, eta: 8:32:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7344, loss_cls: 2.2082, loss: 2.2082, grad_norm: 13.7423 2021-08-17 19:44:25,943 - mmaction - INFO - Epoch [36][1620/3520] lr: 5.000e-04, eta: 8:31:54, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7615, loss_cls: 2.1128, loss: 2.1128, grad_norm: 14.2428 2021-08-17 19:44:37,504 - mmaction - INFO - Epoch [36][1640/3520] lr: 5.000e-04, eta: 8:31:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7406, loss_cls: 2.1453, loss: 2.1453, grad_norm: 13.7958 2021-08-17 19:44:49,105 - mmaction - INFO - Epoch [36][1660/3520] lr: 5.000e-04, eta: 8:31:30, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7542, loss_cls: 2.1544, loss: 2.1544, grad_norm: 14.4000 2021-08-17 19:45:00,635 - mmaction - INFO - Epoch [36][1680/3520] lr: 5.000e-04, eta: 8:31:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7469, loss_cls: 2.1169, loss: 2.1169, grad_norm: 13.9184 2021-08-17 19:45:12,177 - mmaction - INFO - Epoch [36][1700/3520] lr: 5.000e-04, eta: 8:31:06, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7365, loss_cls: 2.2084, loss: 2.2084, grad_norm: 13.6253 2021-08-17 19:45:23,744 - mmaction - INFO - Epoch [36][1720/3520] lr: 5.000e-04, eta: 8:30:53, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7167, loss_cls: 2.2752, loss: 2.2752, grad_norm: 14.2820 2021-08-17 19:45:35,297 - mmaction - INFO - Epoch [36][1740/3520] lr: 5.000e-04, eta: 8:30:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7333, loss_cls: 2.2133, loss: 2.2133, grad_norm: 13.6626 2021-08-17 19:45:46,841 - mmaction - INFO - Epoch [36][1760/3520] lr: 5.000e-04, eta: 8:30:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7562, loss_cls: 2.0703, loss: 2.0703, grad_norm: 13.2532 2021-08-17 19:45:58,312 - mmaction - INFO - Epoch [36][1780/3520] lr: 5.000e-04, eta: 8:30:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7698, loss_cls: 2.1186, loss: 2.1186, grad_norm: 13.6310 2021-08-17 19:46:09,829 - mmaction - INFO - Epoch [36][1800/3520] lr: 5.000e-04, eta: 8:30:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7479, loss_cls: 2.1913, loss: 2.1913, grad_norm: 13.8742 2021-08-17 19:46:21,304 - mmaction - INFO - Epoch [36][1820/3520] lr: 5.000e-04, eta: 8:29:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7469, loss_cls: 2.1796, loss: 2.1796, grad_norm: 13.3792 2021-08-17 19:46:32,816 - mmaction - INFO - Epoch [36][1840/3520] lr: 5.000e-04, eta: 8:29:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7271, loss_cls: 2.1862, loss: 2.1862, grad_norm: 13.7196 2021-08-17 19:46:44,290 - mmaction - INFO - Epoch [36][1860/3520] lr: 5.000e-04, eta: 8:29:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7240, loss_cls: 2.2898, loss: 2.2898, grad_norm: 14.3497 2021-08-17 19:46:55,904 - mmaction - INFO - Epoch [36][1880/3520] lr: 5.000e-04, eta: 8:29:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7302, loss_cls: 2.1836, loss: 2.1836, grad_norm: 14.0312 2021-08-17 19:47:07,380 - mmaction - INFO - Epoch [36][1900/3520] lr: 5.000e-04, eta: 8:29:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7417, loss_cls: 2.1763, loss: 2.1763, grad_norm: 13.8170 2021-08-17 19:47:18,921 - mmaction - INFO - Epoch [36][1920/3520] lr: 5.000e-04, eta: 8:28:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7260, loss_cls: 2.2350, loss: 2.2350, grad_norm: 14.3481 2021-08-17 19:47:30,443 - mmaction - INFO - Epoch [36][1940/3520] lr: 5.000e-04, eta: 8:28:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7490, loss_cls: 2.1639, loss: 2.1639, grad_norm: 13.9109 2021-08-17 19:47:42,122 - mmaction - INFO - Epoch [36][1960/3520] lr: 5.000e-04, eta: 8:28:27, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7406, loss_cls: 2.2077, loss: 2.2077, grad_norm: 14.1511 2021-08-17 19:47:53,695 - mmaction - INFO - Epoch [36][1980/3520] lr: 5.000e-04, eta: 8:28:15, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7594, loss_cls: 2.1040, loss: 2.1040, grad_norm: 13.3066 2021-08-17 19:48:05,282 - mmaction - INFO - Epoch [36][2000/3520] lr: 5.000e-04, eta: 8:28:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7656, loss_cls: 2.0960, loss: 2.0960, grad_norm: 13.9466 2021-08-17 19:48:16,850 - mmaction - INFO - Epoch [36][2020/3520] lr: 5.000e-04, eta: 8:27:51, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7344, loss_cls: 2.1895, loss: 2.1895, grad_norm: 13.8798 2021-08-17 19:48:28,402 - mmaction - INFO - Epoch [36][2040/3520] lr: 5.000e-04, eta: 8:27:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7521, loss_cls: 2.1680, loss: 2.1680, grad_norm: 13.9961 2021-08-17 19:48:39,869 - mmaction - INFO - Epoch [36][2060/3520] lr: 5.000e-04, eta: 8:27:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7344, loss_cls: 2.2172, loss: 2.2172, grad_norm: 13.2198 2021-08-17 19:48:51,449 - mmaction - INFO - Epoch [36][2080/3520] lr: 5.000e-04, eta: 8:27:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7302, loss_cls: 2.1933, loss: 2.1933, grad_norm: 13.5669 2021-08-17 19:49:03,076 - mmaction - INFO - Epoch [36][2100/3520] lr: 5.000e-04, eta: 8:27:02, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7635, loss_cls: 2.0944, loss: 2.0944, grad_norm: 13.7676 2021-08-17 19:49:14,581 - mmaction - INFO - Epoch [36][2120/3520] lr: 5.000e-04, eta: 8:26:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7542, loss_cls: 2.1340, loss: 2.1340, grad_norm: 13.8218 2021-08-17 19:49:26,131 - mmaction - INFO - Epoch [36][2140/3520] lr: 5.000e-04, eta: 8:26:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7396, loss_cls: 2.2334, loss: 2.2334, grad_norm: 14.1091 2021-08-17 19:49:37,713 - mmaction - INFO - Epoch [36][2160/3520] lr: 5.000e-04, eta: 8:26:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7354, loss_cls: 2.2112, loss: 2.2112, grad_norm: 13.9348 2021-08-17 19:49:49,175 - mmaction - INFO - Epoch [36][2180/3520] lr: 5.000e-04, eta: 8:26:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7271, loss_cls: 2.2453, loss: 2.2453, grad_norm: 14.5218 2021-08-17 19:50:00,741 - mmaction - INFO - Epoch [36][2200/3520] lr: 5.000e-04, eta: 8:26:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7312, loss_cls: 2.2771, loss: 2.2771, grad_norm: 14.0174 2021-08-17 19:50:12,189 - mmaction - INFO - Epoch [36][2220/3520] lr: 5.000e-04, eta: 8:25:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7333, loss_cls: 2.1578, loss: 2.1578, grad_norm: 13.9132 2021-08-17 19:50:23,703 - mmaction - INFO - Epoch [36][2240/3520] lr: 5.000e-04, eta: 8:25:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7438, loss_cls: 2.1444, loss: 2.1444, grad_norm: 13.6966 2021-08-17 19:50:35,254 - mmaction - INFO - Epoch [36][2260/3520] lr: 5.000e-04, eta: 8:25:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7333, loss_cls: 2.1949, loss: 2.1949, grad_norm: 14.2497 2021-08-17 19:50:46,773 - mmaction - INFO - Epoch [36][2280/3520] lr: 5.000e-04, eta: 8:25:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7490, loss_cls: 2.1587, loss: 2.1587, grad_norm: 13.5375 2021-08-17 19:50:58,362 - mmaction - INFO - Epoch [36][2300/3520] lr: 5.000e-04, eta: 8:25:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7323, loss_cls: 2.1912, loss: 2.1912, grad_norm: 13.9915 2021-08-17 19:51:09,846 - mmaction - INFO - Epoch [36][2320/3520] lr: 5.000e-04, eta: 8:24:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7469, loss_cls: 2.1540, loss: 2.1540, grad_norm: 14.0019 2021-08-17 19:51:21,311 - mmaction - INFO - Epoch [36][2340/3520] lr: 5.000e-04, eta: 8:24:36, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7448, loss_cls: 2.1207, loss: 2.1207, grad_norm: 13.8567 2021-08-17 19:51:32,818 - mmaction - INFO - Epoch [36][2360/3520] lr: 5.000e-04, eta: 8:24:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7333, loss_cls: 2.2527, loss: 2.2527, grad_norm: 13.7843 2021-08-17 19:51:44,353 - mmaction - INFO - Epoch [36][2380/3520] lr: 5.000e-04, eta: 8:24:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7562, loss_cls: 2.1019, loss: 2.1019, grad_norm: 13.2272 2021-08-17 19:51:55,886 - mmaction - INFO - Epoch [36][2400/3520] lr: 5.000e-04, eta: 8:23:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7458, loss_cls: 2.1588, loss: 2.1588, grad_norm: 14.1745 2021-08-17 19:52:07,389 - mmaction - INFO - Epoch [36][2420/3520] lr: 5.000e-04, eta: 8:23:47, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7688, loss_cls: 2.0692, loss: 2.0692, grad_norm: 13.9608 2021-08-17 19:52:18,927 - mmaction - INFO - Epoch [36][2440/3520] lr: 5.000e-04, eta: 8:23:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7719, loss_cls: 2.0922, loss: 2.0922, grad_norm: 13.7239 2021-08-17 19:52:30,597 - mmaction - INFO - Epoch [36][2460/3520] lr: 5.000e-04, eta: 8:23:22, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7292, loss_cls: 2.1941, loss: 2.1941, grad_norm: 14.0233 2021-08-17 19:52:42,161 - mmaction - INFO - Epoch [36][2480/3520] lr: 5.000e-04, eta: 8:23:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7177, loss_cls: 2.3009, loss: 2.3009, grad_norm: 13.8093 2021-08-17 19:52:53,714 - mmaction - INFO - Epoch [36][2500/3520] lr: 5.000e-04, eta: 8:22:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7490, loss_cls: 2.1205, loss: 2.1205, grad_norm: 13.6617 2021-08-17 19:53:05,312 - mmaction - INFO - Epoch [36][2520/3520] lr: 5.000e-04, eta: 8:22:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7333, loss_cls: 2.1269, loss: 2.1269, grad_norm: 13.8802 2021-08-17 19:53:16,824 - mmaction - INFO - Epoch [36][2540/3520] lr: 5.000e-04, eta: 8:22:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7302, loss_cls: 2.2286, loss: 2.2286, grad_norm: 14.4410 2021-08-17 19:53:28,365 - mmaction - INFO - Epoch [36][2560/3520] lr: 5.000e-04, eta: 8:22:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7365, loss_cls: 2.1221, loss: 2.1221, grad_norm: 14.0251 2021-08-17 19:53:39,883 - mmaction - INFO - Epoch [36][2580/3520] lr: 5.000e-04, eta: 8:22:09, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7448, loss_cls: 2.1892, loss: 2.1892, grad_norm: 14.1668 2021-08-17 19:53:51,367 - mmaction - INFO - Epoch [36][2600/3520] lr: 5.000e-04, eta: 8:21:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7333, loss_cls: 2.1518, loss: 2.1518, grad_norm: 13.6524 2021-08-17 19:54:02,891 - mmaction - INFO - Epoch [36][2620/3520] lr: 5.000e-04, eta: 8:21:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7271, loss_cls: 2.2069, loss: 2.2069, grad_norm: 14.1935 2021-08-17 19:54:14,452 - mmaction - INFO - Epoch [36][2640/3520] lr: 5.000e-04, eta: 8:21:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7635, loss_cls: 2.1391, loss: 2.1391, grad_norm: 13.9510 2021-08-17 19:54:25,955 - mmaction - INFO - Epoch [36][2660/3520] lr: 5.000e-04, eta: 8:21:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7250, loss_cls: 2.2470, loss: 2.2470, grad_norm: 13.9731 2021-08-17 19:54:37,468 - mmaction - INFO - Epoch [36][2680/3520] lr: 5.000e-04, eta: 8:21:08, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7458, loss_cls: 2.2054, loss: 2.2054, grad_norm: 13.8413 2021-08-17 19:54:49,076 - mmaction - INFO - Epoch [36][2700/3520] lr: 5.000e-04, eta: 8:20:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7823, loss_cls: 2.0290, loss: 2.0290, grad_norm: 13.2877 2021-08-17 19:55:00,605 - mmaction - INFO - Epoch [36][2720/3520] lr: 5.000e-04, eta: 8:20:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7292, loss_cls: 2.2774, loss: 2.2774, grad_norm: 14.1157 2021-08-17 19:55:12,178 - mmaction - INFO - Epoch [36][2740/3520] lr: 5.000e-04, eta: 8:20:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7167, loss_cls: 2.2657, loss: 2.2657, grad_norm: 14.6498 2021-08-17 19:55:23,643 - mmaction - INFO - Epoch [36][2760/3520] lr: 5.000e-04, eta: 8:20:20, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7635, loss_cls: 2.1220, loss: 2.1220, grad_norm: 13.9995 2021-08-17 19:55:35,191 - mmaction - INFO - Epoch [36][2780/3520] lr: 5.000e-04, eta: 8:20:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4115, top5_acc: 0.7219, loss_cls: 2.2798, loss: 2.2798, grad_norm: 14.9086 2021-08-17 19:55:46,705 - mmaction - INFO - Epoch [36][2800/3520] lr: 5.000e-04, eta: 8:19:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7385, loss_cls: 2.2008, loss: 2.2008, grad_norm: 14.2327 2021-08-17 19:55:58,250 - mmaction - INFO - Epoch [36][2820/3520] lr: 5.000e-04, eta: 8:19:43, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7292, loss_cls: 2.2103, loss: 2.2103, grad_norm: 13.9069 2021-08-17 19:56:09,712 - mmaction - INFO - Epoch [36][2840/3520] lr: 5.000e-04, eta: 8:19:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7448, loss_cls: 2.1751, loss: 2.1751, grad_norm: 13.9069 2021-08-17 19:56:21,232 - mmaction - INFO - Epoch [36][2860/3520] lr: 5.000e-04, eta: 8:19:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7458, loss_cls: 2.1772, loss: 2.1772, grad_norm: 14.2165 2021-08-17 19:56:32,760 - mmaction - INFO - Epoch [36][2880/3520] lr: 5.000e-04, eta: 8:19:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7521, loss_cls: 2.1086, loss: 2.1086, grad_norm: 13.9037 2021-08-17 19:56:44,255 - mmaction - INFO - Epoch [36][2900/3520] lr: 5.000e-04, eta: 8:18:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7260, loss_cls: 2.2489, loss: 2.2489, grad_norm: 13.5087 2021-08-17 19:56:55,803 - mmaction - INFO - Epoch [36][2920/3520] lr: 5.000e-04, eta: 8:18:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7104, loss_cls: 2.2879, loss: 2.2879, grad_norm: 13.8666 2021-08-17 19:57:07,307 - mmaction - INFO - Epoch [36][2940/3520] lr: 5.000e-04, eta: 8:18:30, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7594, loss_cls: 2.1191, loss: 2.1191, grad_norm: 13.8477 2021-08-17 19:57:18,828 - mmaction - INFO - Epoch [36][2960/3520] lr: 5.000e-04, eta: 8:18:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7292, loss_cls: 2.2003, loss: 2.2003, grad_norm: 14.0749 2021-08-17 19:57:30,450 - mmaction - INFO - Epoch [36][2980/3520] lr: 5.000e-04, eta: 8:18:06, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7375, loss_cls: 2.2381, loss: 2.2381, grad_norm: 14.0489 2021-08-17 19:57:41,959 - mmaction - INFO - Epoch [36][3000/3520] lr: 5.000e-04, eta: 8:17:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7260, loss_cls: 2.2291, loss: 2.2291, grad_norm: 14.0315 2021-08-17 19:57:53,464 - mmaction - INFO - Epoch [36][3020/3520] lr: 5.000e-04, eta: 8:17:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7417, loss_cls: 2.2024, loss: 2.2024, grad_norm: 14.2599 2021-08-17 19:58:04,932 - mmaction - INFO - Epoch [36][3040/3520] lr: 5.000e-04, eta: 8:17:29, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7458, loss_cls: 2.1995, loss: 2.1995, grad_norm: 14.1188 2021-08-17 19:58:16,576 - mmaction - INFO - Epoch [36][3060/3520] lr: 5.000e-04, eta: 8:17:17, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7198, loss_cls: 2.2471, loss: 2.2471, grad_norm: 13.7068 2021-08-17 19:58:28,086 - mmaction - INFO - Epoch [36][3080/3520] lr: 5.000e-04, eta: 8:17:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7208, loss_cls: 2.2060, loss: 2.2060, grad_norm: 13.8826 2021-08-17 19:58:39,701 - mmaction - INFO - Epoch [36][3100/3520] lr: 5.000e-04, eta: 8:16:53, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7292, loss_cls: 2.2562, loss: 2.2562, grad_norm: 14.3341 2021-08-17 19:58:51,185 - mmaction - INFO - Epoch [36][3120/3520] lr: 5.000e-04, eta: 8:16:40, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7260, loss_cls: 2.1688, loss: 2.1688, grad_norm: 13.8393 2021-08-17 19:59:02,724 - mmaction - INFO - Epoch [36][3140/3520] lr: 5.000e-04, eta: 8:16:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7500, loss_cls: 2.1679, loss: 2.1679, grad_norm: 13.9167 2021-08-17 19:59:14,250 - mmaction - INFO - Epoch [36][3160/3520] lr: 5.000e-04, eta: 8:16:16, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7312, loss_cls: 2.2530, loss: 2.2530, grad_norm: 14.4196 2021-08-17 19:59:25,767 - mmaction - INFO - Epoch [36][3180/3520] lr: 5.000e-04, eta: 8:16:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7281, loss_cls: 2.2399, loss: 2.2399, grad_norm: 14.0691 2021-08-17 19:59:37,318 - mmaction - INFO - Epoch [36][3200/3520] lr: 5.000e-04, eta: 8:15:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7448, loss_cls: 2.1687, loss: 2.1687, grad_norm: 14.5263 2021-08-17 19:59:48,813 - mmaction - INFO - Epoch [36][3220/3520] lr: 5.000e-04, eta: 8:15:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7396, loss_cls: 2.1967, loss: 2.1967, grad_norm: 14.4691 2021-08-17 20:00:00,303 - mmaction - INFO - Epoch [36][3240/3520] lr: 5.000e-04, eta: 8:15:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7063, loss_cls: 2.3125, loss: 2.3125, grad_norm: 14.2549 2021-08-17 20:00:11,830 - mmaction - INFO - Epoch [36][3260/3520] lr: 5.000e-04, eta: 8:15:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7344, loss_cls: 2.1915, loss: 2.1915, grad_norm: 14.0771 2021-08-17 20:00:23,338 - mmaction - INFO - Epoch [36][3280/3520] lr: 5.000e-04, eta: 8:15:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7271, loss_cls: 2.2849, loss: 2.2849, grad_norm: 14.4884 2021-08-17 20:00:34,837 - mmaction - INFO - Epoch [36][3300/3520] lr: 5.000e-04, eta: 8:14:51, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7427, loss_cls: 2.2440, loss: 2.2440, grad_norm: 14.5537 2021-08-17 20:00:46,347 - mmaction - INFO - Epoch [36][3320/3520] lr: 5.000e-04, eta: 8:14:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7479, loss_cls: 2.1772, loss: 2.1772, grad_norm: 13.8253 2021-08-17 20:00:57,899 - mmaction - INFO - Epoch [36][3340/3520] lr: 5.000e-04, eta: 8:14:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4104, top5_acc: 0.7292, loss_cls: 2.2454, loss: 2.2454, grad_norm: 14.0832 2021-08-17 20:01:09,447 - mmaction - INFO - Epoch [36][3360/3520] lr: 5.000e-04, eta: 8:14:14, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7240, loss_cls: 2.2148, loss: 2.2148, grad_norm: 14.2398 2021-08-17 20:01:20,993 - mmaction - INFO - Epoch [36][3380/3520] lr: 5.000e-04, eta: 8:14:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.1662, loss: 2.1662, grad_norm: 13.6730 2021-08-17 20:01:32,475 - mmaction - INFO - Epoch [36][3400/3520] lr: 5.000e-04, eta: 8:13:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7531, loss_cls: 2.0882, loss: 2.0882, grad_norm: 13.7351 2021-08-17 20:01:44,096 - mmaction - INFO - Epoch [36][3420/3520] lr: 5.000e-04, eta: 8:13:38, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7510, loss_cls: 2.1888, loss: 2.1888, grad_norm: 13.8022 2021-08-17 20:01:55,744 - mmaction - INFO - Epoch [36][3440/3520] lr: 5.000e-04, eta: 8:13:26, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7417, loss_cls: 2.1940, loss: 2.1940, grad_norm: 13.7072 2021-08-17 20:02:07,267 - mmaction - INFO - Epoch [36][3460/3520] lr: 5.000e-04, eta: 8:13:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7198, loss_cls: 2.2424, loss: 2.2424, grad_norm: 14.1634 2021-08-17 20:02:18,832 - mmaction - INFO - Epoch [36][3480/3520] lr: 5.000e-04, eta: 8:13:01, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7240, loss_cls: 2.2338, loss: 2.2338, grad_norm: 14.0217 2021-08-17 20:02:30,372 - mmaction - INFO - Epoch [36][3500/3520] lr: 5.000e-04, eta: 8:12:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7094, loss_cls: 2.3164, loss: 2.3164, grad_norm: 13.9901 2021-08-17 20:02:41,484 - mmaction - INFO - Epoch [36][3520/3520] lr: 5.000e-04, eta: 8:12:37, time: 0.556, data_time: 0.001, memory: 8335, top1_acc: 0.4446, top5_acc: 0.7109, loss_cls: 2.2918, loss: 2.2918, grad_norm: 13.9271 2021-08-17 20:02:43,376 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-08-17 20:04:04,427 - mmaction - INFO - Epoch [37][20/3520] lr: 5.000e-04, eta: 8:12:51, time: 4.020, data_time: 3.435, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7583, loss_cls: 2.0397, loss: 2.0397, grad_norm: 13.5432 2021-08-17 20:04:15,893 - mmaction - INFO - Epoch [37][40/3520] lr: 5.000e-04, eta: 8:12:39, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.1780, loss: 2.1780, grad_norm: 14.5215 2021-08-17 20:04:27,279 - mmaction - INFO - Epoch [37][60/3520] lr: 5.000e-04, eta: 8:12:27, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7635, loss_cls: 2.0958, loss: 2.0958, grad_norm: 13.6677 2021-08-17 20:04:38,724 - mmaction - INFO - Epoch [37][80/3520] lr: 5.000e-04, eta: 8:12:15, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7521, loss_cls: 2.1849, loss: 2.1849, grad_norm: 14.6713 2021-08-17 20:04:50,181 - mmaction - INFO - Epoch [37][100/3520] lr: 5.000e-04, eta: 8:12:02, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7406, loss_cls: 2.1991, loss: 2.1991, grad_norm: 14.2526 2021-08-17 20:05:01,708 - mmaction - INFO - Epoch [37][120/3520] lr: 5.000e-04, eta: 8:11:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7427, loss_cls: 2.2116, loss: 2.2116, grad_norm: 13.9823 2021-08-17 20:05:13,198 - mmaction - INFO - Epoch [37][140/3520] lr: 5.000e-04, eta: 8:11:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7240, loss_cls: 2.2568, loss: 2.2568, grad_norm: 14.3406 2021-08-17 20:05:24,651 - mmaction - INFO - Epoch [37][160/3520] lr: 5.000e-04, eta: 8:11:26, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7438, loss_cls: 2.1545, loss: 2.1545, grad_norm: 14.0229 2021-08-17 20:05:36,168 - mmaction - INFO - Epoch [37][180/3520] lr: 5.000e-04, eta: 8:11:14, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7521, loss_cls: 2.1188, loss: 2.1188, grad_norm: 13.6400 2021-08-17 20:05:47,703 - mmaction - INFO - Epoch [37][200/3520] lr: 5.000e-04, eta: 8:11:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7469, loss_cls: 2.1963, loss: 2.1963, grad_norm: 13.9391 2021-08-17 20:05:59,261 - mmaction - INFO - Epoch [37][220/3520] lr: 5.000e-04, eta: 8:10:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.1693, loss: 2.1693, grad_norm: 14.1052 2021-08-17 20:06:10,746 - mmaction - INFO - Epoch [37][240/3520] lr: 5.000e-04, eta: 8:10:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7417, loss_cls: 2.1713, loss: 2.1713, grad_norm: 14.2911 2021-08-17 20:06:22,163 - mmaction - INFO - Epoch [37][260/3520] lr: 5.000e-04, eta: 8:10:25, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7531, loss_cls: 2.1537, loss: 2.1537, grad_norm: 14.0580 2021-08-17 20:06:33,747 - mmaction - INFO - Epoch [37][280/3520] lr: 5.000e-04, eta: 8:10:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7302, loss_cls: 2.1954, loss: 2.1954, grad_norm: 14.1427 2021-08-17 20:06:45,225 - mmaction - INFO - Epoch [37][300/3520] lr: 5.000e-04, eta: 8:10:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7542, loss_cls: 2.0878, loss: 2.0878, grad_norm: 14.1632 2021-08-17 20:06:56,743 - mmaction - INFO - Epoch [37][320/3520] lr: 5.000e-04, eta: 8:09:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7500, loss_cls: 2.1606, loss: 2.1606, grad_norm: 13.8350 2021-08-17 20:07:08,204 - mmaction - INFO - Epoch [37][340/3520] lr: 5.000e-04, eta: 8:09:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7479, loss_cls: 2.1675, loss: 2.1675, grad_norm: 13.7124 2021-08-17 20:07:19,777 - mmaction - INFO - Epoch [37][360/3520] lr: 5.000e-04, eta: 8:09:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7458, loss_cls: 2.2022, loss: 2.2022, grad_norm: 14.1943 2021-08-17 20:07:31,346 - mmaction - INFO - Epoch [37][380/3520] lr: 5.000e-04, eta: 8:09:12, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7354, loss_cls: 2.1745, loss: 2.1745, grad_norm: 14.0989 2021-08-17 20:07:42,905 - mmaction - INFO - Epoch [37][400/3520] lr: 5.000e-04, eta: 8:08:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7365, loss_cls: 2.1623, loss: 2.1623, grad_norm: 14.0264 2021-08-17 20:07:54,551 - mmaction - INFO - Epoch [37][420/3520] lr: 5.000e-04, eta: 8:08:47, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.1446, loss: 2.1446, grad_norm: 13.5431 2021-08-17 20:08:06,098 - mmaction - INFO - Epoch [37][440/3520] lr: 5.000e-04, eta: 8:08:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7344, loss_cls: 2.2542, loss: 2.2542, grad_norm: 14.0259 2021-08-17 20:08:17,571 - mmaction - INFO - Epoch [37][460/3520] lr: 5.000e-04, eta: 8:08:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7396, loss_cls: 2.1531, loss: 2.1531, grad_norm: 14.1698 2021-08-17 20:08:29,096 - mmaction - INFO - Epoch [37][480/3520] lr: 5.000e-04, eta: 8:08:11, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7677, loss_cls: 2.0505, loss: 2.0505, grad_norm: 13.2482 2021-08-17 20:08:40,653 - mmaction - INFO - Epoch [37][500/3520] lr: 5.000e-04, eta: 8:07:59, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7417, loss_cls: 2.1945, loss: 2.1945, grad_norm: 14.5106 2021-08-17 20:08:52,212 - mmaction - INFO - Epoch [37][520/3520] lr: 5.000e-04, eta: 8:07:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7104, loss_cls: 2.2400, loss: 2.2400, grad_norm: 14.6764 2021-08-17 20:09:03,679 - mmaction - INFO - Epoch [37][540/3520] lr: 5.000e-04, eta: 8:07:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7292, loss_cls: 2.2308, loss: 2.2308, grad_norm: 14.6986 2021-08-17 20:09:15,167 - mmaction - INFO - Epoch [37][560/3520] lr: 5.000e-04, eta: 8:07:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7458, loss_cls: 2.1927, loss: 2.1927, grad_norm: 14.1702 2021-08-17 20:09:26,750 - mmaction - INFO - Epoch [37][580/3520] lr: 5.000e-04, eta: 8:07:10, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7500, loss_cls: 2.1464, loss: 2.1464, grad_norm: 14.1457 2021-08-17 20:09:38,313 - mmaction - INFO - Epoch [37][600/3520] lr: 5.000e-04, eta: 8:06:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7385, loss_cls: 2.1287, loss: 2.1287, grad_norm: 13.7986 2021-08-17 20:09:49,803 - mmaction - INFO - Epoch [37][620/3520] lr: 5.000e-04, eta: 8:06:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7292, loss_cls: 2.1925, loss: 2.1925, grad_norm: 13.9640 2021-08-17 20:10:01,287 - mmaction - INFO - Epoch [37][640/3520] lr: 5.000e-04, eta: 8:06:33, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7479, loss_cls: 2.0632, loss: 2.0632, grad_norm: 13.5370 2021-08-17 20:10:12,760 - mmaction - INFO - Epoch [37][660/3520] lr: 5.000e-04, eta: 8:06:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7385, loss_cls: 2.1524, loss: 2.1524, grad_norm: 13.7906 2021-08-17 20:10:24,309 - mmaction - INFO - Epoch [37][680/3520] lr: 5.000e-04, eta: 8:06:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7750, loss_cls: 2.0627, loss: 2.0627, grad_norm: 13.5449 2021-08-17 20:10:35,772 - mmaction - INFO - Epoch [37][700/3520] lr: 5.000e-04, eta: 8:05:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7333, loss_cls: 2.2248, loss: 2.2248, grad_norm: 14.2638 2021-08-17 20:10:47,275 - mmaction - INFO - Epoch [37][720/3520] lr: 5.000e-04, eta: 8:05:44, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.1089, loss: 2.1089, grad_norm: 13.8206 2021-08-17 20:10:58,841 - mmaction - INFO - Epoch [37][740/3520] lr: 5.000e-04, eta: 8:05:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7375, loss_cls: 2.2254, loss: 2.2254, grad_norm: 13.9487 2021-08-17 20:11:10,418 - mmaction - INFO - Epoch [37][760/3520] lr: 5.000e-04, eta: 8:05:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7292, loss_cls: 2.1752, loss: 2.1752, grad_norm: 14.3513 2021-08-17 20:11:21,881 - mmaction - INFO - Epoch [37][780/3520] lr: 5.000e-04, eta: 8:05:08, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4198, top5_acc: 0.6969, loss_cls: 2.3424, loss: 2.3424, grad_norm: 14.4514 2021-08-17 20:11:33,443 - mmaction - INFO - Epoch [37][800/3520] lr: 5.000e-04, eta: 8:04:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.2707, loss: 2.2707, grad_norm: 14.3696 2021-08-17 20:11:45,027 - mmaction - INFO - Epoch [37][820/3520] lr: 5.000e-04, eta: 8:04:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.1962, loss: 2.1962, grad_norm: 14.1524 2021-08-17 20:11:56,540 - mmaction - INFO - Epoch [37][840/3520] lr: 5.000e-04, eta: 8:04:31, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7750, loss_cls: 2.0480, loss: 2.0480, grad_norm: 13.7951 2021-08-17 20:12:08,053 - mmaction - INFO - Epoch [37][860/3520] lr: 5.000e-04, eta: 8:04:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7427, loss_cls: 2.2123, loss: 2.2123, grad_norm: 14.3975 2021-08-17 20:12:19,584 - mmaction - INFO - Epoch [37][880/3520] lr: 5.000e-04, eta: 8:04:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7469, loss_cls: 2.1411, loss: 2.1411, grad_norm: 14.0501 2021-08-17 20:12:31,159 - mmaction - INFO - Epoch [37][900/3520] lr: 5.000e-04, eta: 8:03:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7385, loss_cls: 2.1464, loss: 2.1464, grad_norm: 14.6871 2021-08-17 20:12:42,616 - mmaction - INFO - Epoch [37][920/3520] lr: 5.000e-04, eta: 8:03:43, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7448, loss_cls: 2.2059, loss: 2.2059, grad_norm: 14.2400 2021-08-17 20:12:54,219 - mmaction - INFO - Epoch [37][940/3520] lr: 5.000e-04, eta: 8:03:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7500, loss_cls: 2.1027, loss: 2.1027, grad_norm: 14.0911 2021-08-17 20:13:05,674 - mmaction - INFO - Epoch [37][960/3520] lr: 5.000e-04, eta: 8:03:18, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7323, loss_cls: 2.1992, loss: 2.1992, grad_norm: 13.9138 2021-08-17 20:13:17,225 - mmaction - INFO - Epoch [37][980/3520] lr: 5.000e-04, eta: 8:03:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.0232, loss: 2.0232, grad_norm: 13.6770 2021-08-17 20:13:28,699 - mmaction - INFO - Epoch [37][1000/3520] lr: 5.000e-04, eta: 8:02:54, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7365, loss_cls: 2.2283, loss: 2.2283, grad_norm: 14.0545 2021-08-17 20:13:40,267 - mmaction - INFO - Epoch [37][1020/3520] lr: 5.000e-04, eta: 8:02:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7594, loss_cls: 2.1605, loss: 2.1605, grad_norm: 14.3869 2021-08-17 20:13:51,829 - mmaction - INFO - Epoch [37][1040/3520] lr: 5.000e-04, eta: 8:02:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7594, loss_cls: 2.1318, loss: 2.1318, grad_norm: 13.8900 2021-08-17 20:14:03,423 - mmaction - INFO - Epoch [37][1060/3520] lr: 5.000e-04, eta: 8:02:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7292, loss_cls: 2.1793, loss: 2.1793, grad_norm: 14.0857 2021-08-17 20:14:14,861 - mmaction - INFO - Epoch [37][1080/3520] lr: 5.000e-04, eta: 8:02:05, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7552, loss_cls: 2.1736, loss: 2.1736, grad_norm: 13.9433 2021-08-17 20:14:26,408 - mmaction - INFO - Epoch [37][1100/3520] lr: 5.000e-04, eta: 8:01:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7573, loss_cls: 2.1344, loss: 2.1344, grad_norm: 14.0824 2021-08-17 20:14:37,910 - mmaction - INFO - Epoch [37][1120/3520] lr: 5.000e-04, eta: 8:01:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7250, loss_cls: 2.2040, loss: 2.2040, grad_norm: 13.8696 2021-08-17 20:14:49,493 - mmaction - INFO - Epoch [37][1140/3520] lr: 5.000e-04, eta: 8:01:29, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7115, loss_cls: 2.2765, loss: 2.2765, grad_norm: 14.8949 2021-08-17 20:15:00,974 - mmaction - INFO - Epoch [37][1160/3520] lr: 5.000e-04, eta: 8:01:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7438, loss_cls: 2.1753, loss: 2.1753, grad_norm: 14.1583 2021-08-17 20:15:12,499 - mmaction - INFO - Epoch [37][1180/3520] lr: 5.000e-04, eta: 8:01:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7365, loss_cls: 2.1641, loss: 2.1641, grad_norm: 13.5171 2021-08-17 20:15:23,994 - mmaction - INFO - Epoch [37][1200/3520] lr: 5.000e-04, eta: 8:00:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7469, loss_cls: 2.1826, loss: 2.1826, grad_norm: 14.0662 2021-08-17 20:15:35,521 - mmaction - INFO - Epoch [37][1220/3520] lr: 5.000e-04, eta: 8:00:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7250, loss_cls: 2.3050, loss: 2.3050, grad_norm: 14.2150 2021-08-17 20:15:47,072 - mmaction - INFO - Epoch [37][1240/3520] lr: 5.000e-04, eta: 8:00:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7667, loss_cls: 2.0830, loss: 2.0830, grad_norm: 13.4089 2021-08-17 20:15:58,606 - mmaction - INFO - Epoch [37][1260/3520] lr: 5.000e-04, eta: 8:00:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7458, loss_cls: 2.1738, loss: 2.1738, grad_norm: 13.9836 2021-08-17 20:16:10,142 - mmaction - INFO - Epoch [37][1280/3520] lr: 5.000e-04, eta: 8:00:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7375, loss_cls: 2.2041, loss: 2.2041, grad_norm: 14.1405 2021-08-17 20:16:21,693 - mmaction - INFO - Epoch [37][1300/3520] lr: 5.000e-04, eta: 7:59:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7646, loss_cls: 2.0977, loss: 2.0977, grad_norm: 13.8569 2021-08-17 20:16:33,235 - mmaction - INFO - Epoch [37][1320/3520] lr: 5.000e-04, eta: 7:59:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.1619, loss: 2.1619, grad_norm: 13.9979 2021-08-17 20:16:44,910 - mmaction - INFO - Epoch [37][1340/3520] lr: 5.000e-04, eta: 7:59:27, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7333, loss_cls: 2.1586, loss: 2.1586, grad_norm: 13.6799 2021-08-17 20:16:56,417 - mmaction - INFO - Epoch [37][1360/3520] lr: 5.000e-04, eta: 7:59:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7281, loss_cls: 2.2255, loss: 2.2255, grad_norm: 13.6350 2021-08-17 20:17:07,971 - mmaction - INFO - Epoch [37][1380/3520] lr: 5.000e-04, eta: 7:59:03, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7510, loss_cls: 2.1608, loss: 2.1608, grad_norm: 13.9838 2021-08-17 20:17:19,524 - mmaction - INFO - Epoch [37][1400/3520] lr: 5.000e-04, eta: 7:58:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7354, loss_cls: 2.2047, loss: 2.2047, grad_norm: 14.1282 2021-08-17 20:17:31,037 - mmaction - INFO - Epoch [37][1420/3520] lr: 5.000e-04, eta: 7:58:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7385, loss_cls: 2.2169, loss: 2.2169, grad_norm: 14.4891 2021-08-17 20:17:42,623 - mmaction - INFO - Epoch [37][1440/3520] lr: 5.000e-04, eta: 7:58:26, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7448, loss_cls: 2.2607, loss: 2.2607, grad_norm: 14.9125 2021-08-17 20:17:54,131 - mmaction - INFO - Epoch [37][1460/3520] lr: 5.000e-04, eta: 7:58:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4177, top5_acc: 0.7229, loss_cls: 2.2921, loss: 2.2921, grad_norm: 15.0442 2021-08-17 20:18:05,615 - mmaction - INFO - Epoch [37][1480/3520] lr: 5.000e-04, eta: 7:58:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7396, loss_cls: 2.2319, loss: 2.2319, grad_norm: 14.0810 2021-08-17 20:18:17,151 - mmaction - INFO - Epoch [37][1500/3520] lr: 5.000e-04, eta: 7:57:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7542, loss_cls: 2.1582, loss: 2.1582, grad_norm: 14.7073 2021-08-17 20:18:28,703 - mmaction - INFO - Epoch [37][1520/3520] lr: 5.000e-04, eta: 7:57:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7521, loss_cls: 2.2297, loss: 2.2297, grad_norm: 14.2085 2021-08-17 20:18:40,264 - mmaction - INFO - Epoch [37][1540/3520] lr: 5.000e-04, eta: 7:57:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7583, loss_cls: 2.1352, loss: 2.1352, grad_norm: 14.1584 2021-08-17 20:18:51,770 - mmaction - INFO - Epoch [37][1560/3520] lr: 5.000e-04, eta: 7:57:13, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7396, loss_cls: 2.1182, loss: 2.1182, grad_norm: 14.0119 2021-08-17 20:19:03,366 - mmaction - INFO - Epoch [37][1580/3520] lr: 5.000e-04, eta: 7:57:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7208, loss_cls: 2.2720, loss: 2.2720, grad_norm: 14.9147 2021-08-17 20:19:14,898 - mmaction - INFO - Epoch [37][1600/3520] lr: 5.000e-04, eta: 7:56:49, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7396, loss_cls: 2.1696, loss: 2.1696, grad_norm: 14.1127 2021-08-17 20:19:26,414 - mmaction - INFO - Epoch [37][1620/3520] lr: 5.000e-04, eta: 7:56:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7427, loss_cls: 2.1685, loss: 2.1685, grad_norm: 14.2439 2021-08-17 20:19:38,014 - mmaction - INFO - Epoch [37][1640/3520] lr: 5.000e-04, eta: 7:56:24, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7188, loss_cls: 2.1925, loss: 2.1925, grad_norm: 13.7742 2021-08-17 20:19:49,631 - mmaction - INFO - Epoch [37][1660/3520] lr: 5.000e-04, eta: 7:56:12, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7448, loss_cls: 2.1385, loss: 2.1385, grad_norm: 14.3248 2021-08-17 20:20:01,144 - mmaction - INFO - Epoch [37][1680/3520] lr: 5.000e-04, eta: 7:56:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7469, loss_cls: 2.2002, loss: 2.2002, grad_norm: 14.1412 2021-08-17 20:20:12,678 - mmaction - INFO - Epoch [37][1700/3520] lr: 5.000e-04, eta: 7:55:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7646, loss_cls: 2.0774, loss: 2.0774, grad_norm: 13.7009 2021-08-17 20:20:24,203 - mmaction - INFO - Epoch [37][1720/3520] lr: 5.000e-04, eta: 7:55:36, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7479, loss_cls: 2.1130, loss: 2.1130, grad_norm: 14.3177 2021-08-17 20:20:35,776 - mmaction - INFO - Epoch [37][1740/3520] lr: 5.000e-04, eta: 7:55:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7177, loss_cls: 2.3077, loss: 2.3077, grad_norm: 14.7612 2021-08-17 20:20:47,255 - mmaction - INFO - Epoch [37][1760/3520] lr: 5.000e-04, eta: 7:55:11, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7479, loss_cls: 2.1514, loss: 2.1514, grad_norm: 14.0922 2021-08-17 20:20:58,836 - mmaction - INFO - Epoch [37][1780/3520] lr: 5.000e-04, eta: 7:54:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7427, loss_cls: 2.0963, loss: 2.0963, grad_norm: 14.3560 2021-08-17 20:21:10,412 - mmaction - INFO - Epoch [37][1800/3520] lr: 5.000e-04, eta: 7:54:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7448, loss_cls: 2.1766, loss: 2.1766, grad_norm: 13.8051 2021-08-17 20:21:21,940 - mmaction - INFO - Epoch [37][1820/3520] lr: 5.000e-04, eta: 7:54:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7240, loss_cls: 2.1895, loss: 2.1895, grad_norm: 14.5603 2021-08-17 20:21:33,455 - mmaction - INFO - Epoch [37][1840/3520] lr: 5.000e-04, eta: 7:54:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7573, loss_cls: 2.1100, loss: 2.1100, grad_norm: 13.9677 2021-08-17 20:21:44,960 - mmaction - INFO - Epoch [37][1860/3520] lr: 5.000e-04, eta: 7:54:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7510, loss_cls: 2.1247, loss: 2.1247, grad_norm: 13.5710 2021-08-17 20:21:56,507 - mmaction - INFO - Epoch [37][1880/3520] lr: 5.000e-04, eta: 7:53:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7333, loss_cls: 2.1828, loss: 2.1828, grad_norm: 13.9802 2021-08-17 20:22:08,064 - mmaction - INFO - Epoch [37][1900/3520] lr: 5.000e-04, eta: 7:53:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7438, loss_cls: 2.1995, loss: 2.1995, grad_norm: 14.5606 2021-08-17 20:22:19,579 - mmaction - INFO - Epoch [37][1920/3520] lr: 5.000e-04, eta: 7:53:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7656, loss_cls: 2.0765, loss: 2.0765, grad_norm: 14.3333 2021-08-17 20:22:31,219 - mmaction - INFO - Epoch [37][1940/3520] lr: 5.000e-04, eta: 7:53:22, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7083, loss_cls: 2.2805, loss: 2.2805, grad_norm: 14.4073 2021-08-17 20:22:42,708 - mmaction - INFO - Epoch [37][1960/3520] lr: 5.000e-04, eta: 7:53:10, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7385, loss_cls: 2.1736, loss: 2.1736, grad_norm: 14.1269 2021-08-17 20:22:54,247 - mmaction - INFO - Epoch [37][1980/3520] lr: 5.000e-04, eta: 7:52:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4094, top5_acc: 0.7344, loss_cls: 2.2405, loss: 2.2405, grad_norm: 14.6578 2021-08-17 20:23:05,682 - mmaction - INFO - Epoch [37][2000/3520] lr: 5.000e-04, eta: 7:52:45, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7500, loss_cls: 2.0861, loss: 2.0861, grad_norm: 13.5464 2021-08-17 20:23:17,223 - mmaction - INFO - Epoch [37][2020/3520] lr: 5.000e-04, eta: 7:52:33, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7167, loss_cls: 2.3054, loss: 2.3054, grad_norm: 14.1242 2021-08-17 20:23:28,749 - mmaction - INFO - Epoch [37][2040/3520] lr: 5.000e-04, eta: 7:52:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7312, loss_cls: 2.2154, loss: 2.2154, grad_norm: 14.3920 2021-08-17 20:23:40,282 - mmaction - INFO - Epoch [37][2060/3520] lr: 5.000e-04, eta: 7:52:09, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7583, loss_cls: 2.1807, loss: 2.1807, grad_norm: 14.4872 2021-08-17 20:23:51,797 - mmaction - INFO - Epoch [37][2080/3520] lr: 5.000e-04, eta: 7:51:57, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7385, loss_cls: 2.1426, loss: 2.1426, grad_norm: 14.0471 2021-08-17 20:24:03,417 - mmaction - INFO - Epoch [37][2100/3520] lr: 5.000e-04, eta: 7:51:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7635, loss_cls: 2.0857, loss: 2.0857, grad_norm: 13.9462 2021-08-17 20:24:14,965 - mmaction - INFO - Epoch [37][2120/3520] lr: 5.000e-04, eta: 7:51:32, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7594, loss_cls: 2.0774, loss: 2.0774, grad_norm: 14.1823 2021-08-17 20:24:26,506 - mmaction - INFO - Epoch [37][2140/3520] lr: 5.000e-04, eta: 7:51:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7562, loss_cls: 2.0672, loss: 2.0672, grad_norm: 13.8673 2021-08-17 20:24:38,003 - mmaction - INFO - Epoch [37][2160/3520] lr: 5.000e-04, eta: 7:51:08, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7427, loss_cls: 2.2016, loss: 2.2016, grad_norm: 14.7184 2021-08-17 20:24:49,521 - mmaction - INFO - Epoch [37][2180/3520] lr: 5.000e-04, eta: 7:50:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7521, loss_cls: 2.1514, loss: 2.1514, grad_norm: 14.4943 2021-08-17 20:25:01,037 - mmaction - INFO - Epoch [37][2200/3520] lr: 5.000e-04, eta: 7:50:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7385, loss_cls: 2.1212, loss: 2.1212, grad_norm: 14.4209 2021-08-17 20:25:12,613 - mmaction - INFO - Epoch [37][2220/3520] lr: 5.000e-04, eta: 7:50:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7438, loss_cls: 2.1429, loss: 2.1429, grad_norm: 14.2372 2021-08-17 20:25:24,239 - mmaction - INFO - Epoch [37][2240/3520] lr: 5.000e-04, eta: 7:50:19, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.2369, loss: 2.2369, grad_norm: 13.9741 2021-08-17 20:25:35,744 - mmaction - INFO - Epoch [37][2260/3520] lr: 5.000e-04, eta: 7:50:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7448, loss_cls: 2.1560, loss: 2.1560, grad_norm: 13.7890 2021-08-17 20:25:47,227 - mmaction - INFO - Epoch [37][2280/3520] lr: 5.000e-04, eta: 7:49:55, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4240, top5_acc: 0.7104, loss_cls: 2.2932, loss: 2.2932, grad_norm: 14.3517 2021-08-17 20:25:58,735 - mmaction - INFO - Epoch [37][2300/3520] lr: 5.000e-04, eta: 7:49:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7323, loss_cls: 2.2267, loss: 2.2267, grad_norm: 14.3303 2021-08-17 20:26:10,318 - mmaction - INFO - Epoch [37][2320/3520] lr: 5.000e-04, eta: 7:49:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7417, loss_cls: 2.1589, loss: 2.1589, grad_norm: 14.2775 2021-08-17 20:26:21,829 - mmaction - INFO - Epoch [37][2340/3520] lr: 5.000e-04, eta: 7:49:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7229, loss_cls: 2.2142, loss: 2.2142, grad_norm: 14.1998 2021-08-17 20:26:33,329 - mmaction - INFO - Epoch [37][2360/3520] lr: 5.000e-04, eta: 7:49:06, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7427, loss_cls: 2.2021, loss: 2.2021, grad_norm: 14.5423 2021-08-17 20:26:44,850 - mmaction - INFO - Epoch [37][2380/3520] lr: 5.000e-04, eta: 7:48:54, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7219, loss_cls: 2.2382, loss: 2.2382, grad_norm: 14.2268 2021-08-17 20:26:56,495 - mmaction - INFO - Epoch [37][2400/3520] lr: 5.000e-04, eta: 7:48:42, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7594, loss_cls: 2.1330, loss: 2.1330, grad_norm: 14.4647 2021-08-17 20:27:08,073 - mmaction - INFO - Epoch [37][2420/3520] lr: 5.000e-04, eta: 7:48:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7583, loss_cls: 2.1228, loss: 2.1228, grad_norm: 14.2384 2021-08-17 20:27:19,731 - mmaction - INFO - Epoch [37][2440/3520] lr: 5.000e-04, eta: 7:48:18, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7354, loss_cls: 2.2320, loss: 2.2320, grad_norm: 14.1545 2021-08-17 20:27:31,252 - mmaction - INFO - Epoch [37][2460/3520] lr: 5.000e-04, eta: 7:48:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7292, loss_cls: 2.2948, loss: 2.2948, grad_norm: 14.2102 2021-08-17 20:27:42,717 - mmaction - INFO - Epoch [37][2480/3520] lr: 5.000e-04, eta: 7:47:53, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7312, loss_cls: 2.2226, loss: 2.2226, grad_norm: 14.3510 2021-08-17 20:27:54,223 - mmaction - INFO - Epoch [37][2500/3520] lr: 5.000e-04, eta: 7:47:41, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7458, loss_cls: 2.2031, loss: 2.2031, grad_norm: 14.2080 2021-08-17 20:28:05,718 - mmaction - INFO - Epoch [37][2520/3520] lr: 5.000e-04, eta: 7:47:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7458, loss_cls: 2.1198, loss: 2.1198, grad_norm: 13.7356 2021-08-17 20:28:17,220 - mmaction - INFO - Epoch [37][2540/3520] lr: 5.000e-04, eta: 7:47:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7281, loss_cls: 2.2393, loss: 2.2393, grad_norm: 14.5744 2021-08-17 20:28:28,790 - mmaction - INFO - Epoch [37][2560/3520] lr: 5.000e-04, eta: 7:47:05, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7198, loss_cls: 2.2561, loss: 2.2561, grad_norm: 15.1680 2021-08-17 20:28:40,390 - mmaction - INFO - Epoch [37][2580/3520] lr: 5.000e-04, eta: 7:46:53, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.1895, loss: 2.1895, grad_norm: 14.2335 2021-08-17 20:28:51,906 - mmaction - INFO - Epoch [37][2600/3520] lr: 5.000e-04, eta: 7:46:40, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7385, loss_cls: 2.1572, loss: 2.1572, grad_norm: 14.0679 2021-08-17 20:29:03,512 - mmaction - INFO - Epoch [37][2620/3520] lr: 5.000e-04, eta: 7:46:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7354, loss_cls: 2.2070, loss: 2.2070, grad_norm: 14.2404 2021-08-17 20:29:15,030 - mmaction - INFO - Epoch [37][2640/3520] lr: 5.000e-04, eta: 7:46:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7479, loss_cls: 2.1640, loss: 2.1640, grad_norm: 14.3196 2021-08-17 20:29:26,533 - mmaction - INFO - Epoch [37][2660/3520] lr: 5.000e-04, eta: 7:46:04, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7406, loss_cls: 2.1920, loss: 2.1920, grad_norm: 14.4049 2021-08-17 20:29:38,074 - mmaction - INFO - Epoch [37][2680/3520] lr: 5.000e-04, eta: 7:45:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7406, loss_cls: 2.1087, loss: 2.1087, grad_norm: 14.1302 2021-08-17 20:29:49,605 - mmaction - INFO - Epoch [37][2700/3520] lr: 5.000e-04, eta: 7:45:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7448, loss_cls: 2.1999, loss: 2.1999, grad_norm: 14.7506 2021-08-17 20:30:01,156 - mmaction - INFO - Epoch [37][2720/3520] lr: 5.000e-04, eta: 7:45:27, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.1973, loss: 2.1973, grad_norm: 14.3786 2021-08-17 20:30:12,664 - mmaction - INFO - Epoch [37][2740/3520] lr: 5.000e-04, eta: 7:45:15, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7458, loss_cls: 2.2296, loss: 2.2296, grad_norm: 14.1712 2021-08-17 20:30:24,131 - mmaction - INFO - Epoch [37][2760/3520] lr: 5.000e-04, eta: 7:45:03, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7302, loss_cls: 2.1993, loss: 2.1993, grad_norm: 14.3733 2021-08-17 20:30:35,651 - mmaction - INFO - Epoch [37][2780/3520] lr: 5.000e-04, eta: 7:44:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7229, loss_cls: 2.2480, loss: 2.2480, grad_norm: 14.5434 2021-08-17 20:30:47,164 - mmaction - INFO - Epoch [37][2800/3520] lr: 5.000e-04, eta: 7:44:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7552, loss_cls: 2.1265, loss: 2.1265, grad_norm: 14.0117 2021-08-17 20:30:58,718 - mmaction - INFO - Epoch [37][2820/3520] lr: 5.000e-04, eta: 7:44:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7396, loss_cls: 2.2226, loss: 2.2226, grad_norm: 15.0383 2021-08-17 20:31:10,279 - mmaction - INFO - Epoch [37][2840/3520] lr: 5.000e-04, eta: 7:44:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7385, loss_cls: 2.1357, loss: 2.1357, grad_norm: 14.3341 2021-08-17 20:31:21,864 - mmaction - INFO - Epoch [37][2860/3520] lr: 5.000e-04, eta: 7:44:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7531, loss_cls: 2.1622, loss: 2.1622, grad_norm: 13.5893 2021-08-17 20:31:33,407 - mmaction - INFO - Epoch [37][2880/3520] lr: 5.000e-04, eta: 7:43:50, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7396, loss_cls: 2.1866, loss: 2.1866, grad_norm: 14.4664 2021-08-17 20:31:44,999 - mmaction - INFO - Epoch [37][2900/3520] lr: 5.000e-04, eta: 7:43:38, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7344, loss_cls: 2.2145, loss: 2.2145, grad_norm: 13.9786 2021-08-17 20:31:56,520 - mmaction - INFO - Epoch [37][2920/3520] lr: 5.000e-04, eta: 7:43:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7646, loss_cls: 2.1351, loss: 2.1351, grad_norm: 14.3877 2021-08-17 20:32:08,104 - mmaction - INFO - Epoch [37][2940/3520] lr: 5.000e-04, eta: 7:43:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7427, loss_cls: 2.2086, loss: 2.2086, grad_norm: 14.9159 2021-08-17 20:32:19,691 - mmaction - INFO - Epoch [37][2960/3520] lr: 5.000e-04, eta: 7:43:01, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7573, loss_cls: 2.1183, loss: 2.1183, grad_norm: 14.0247 2021-08-17 20:32:31,221 - mmaction - INFO - Epoch [37][2980/3520] lr: 5.000e-04, eta: 7:42:49, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7448, loss_cls: 2.1378, loss: 2.1378, grad_norm: 14.6964 2021-08-17 20:32:42,711 - mmaction - INFO - Epoch [37][3000/3520] lr: 5.000e-04, eta: 7:42:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7583, loss_cls: 2.0691, loss: 2.0691, grad_norm: 13.8506 2021-08-17 20:32:54,310 - mmaction - INFO - Epoch [37][3020/3520] lr: 5.000e-04, eta: 7:42:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7385, loss_cls: 2.2215, loss: 2.2215, grad_norm: 14.7637 2021-08-17 20:33:05,847 - mmaction - INFO - Epoch [37][3040/3520] lr: 5.000e-04, eta: 7:42:13, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7260, loss_cls: 2.2227, loss: 2.2227, grad_norm: 14.1356 2021-08-17 20:33:17,476 - mmaction - INFO - Epoch [37][3060/3520] lr: 5.000e-04, eta: 7:42:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7260, loss_cls: 2.2142, loss: 2.2142, grad_norm: 14.3665 2021-08-17 20:33:29,023 - mmaction - INFO - Epoch [37][3080/3520] lr: 5.000e-04, eta: 7:41:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7240, loss_cls: 2.2110, loss: 2.2110, grad_norm: 14.2636 2021-08-17 20:33:40,615 - mmaction - INFO - Epoch [37][3100/3520] lr: 5.000e-04, eta: 7:41:36, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7490, loss_cls: 2.1827, loss: 2.1827, grad_norm: 14.9348 2021-08-17 20:33:52,165 - mmaction - INFO - Epoch [37][3120/3520] lr: 5.000e-04, eta: 7:41:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4062, top5_acc: 0.6906, loss_cls: 2.3434, loss: 2.3434, grad_norm: 14.8996 2021-08-17 20:34:03,676 - mmaction - INFO - Epoch [37][3140/3520] lr: 5.000e-04, eta: 7:41:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7250, loss_cls: 2.2481, loss: 2.2481, grad_norm: 14.6493 2021-08-17 20:34:15,188 - mmaction - INFO - Epoch [37][3160/3520] lr: 5.000e-04, eta: 7:41:00, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7531, loss_cls: 2.0663, loss: 2.0663, grad_norm: 14.3084 2021-08-17 20:34:26,719 - mmaction - INFO - Epoch [37][3180/3520] lr: 5.000e-04, eta: 7:40:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7375, loss_cls: 2.2125, loss: 2.2125, grad_norm: 14.0037 2021-08-17 20:34:38,254 - mmaction - INFO - Epoch [37][3200/3520] lr: 5.000e-04, eta: 7:40:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.1272, loss: 2.1272, grad_norm: 13.8148 2021-08-17 20:34:49,831 - mmaction - INFO - Epoch [37][3220/3520] lr: 5.000e-04, eta: 7:40:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7510, loss_cls: 2.0988, loss: 2.0988, grad_norm: 13.5403 2021-08-17 20:35:01,354 - mmaction - INFO - Epoch [37][3240/3520] lr: 5.000e-04, eta: 7:40:11, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7573, loss_cls: 2.1853, loss: 2.1853, grad_norm: 14.1468 2021-08-17 20:35:12,947 - mmaction - INFO - Epoch [37][3260/3520] lr: 5.000e-04, eta: 7:39:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7573, loss_cls: 2.1224, loss: 2.1224, grad_norm: 14.1275 2021-08-17 20:35:24,492 - mmaction - INFO - Epoch [37][3280/3520] lr: 5.000e-04, eta: 7:39:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7448, loss_cls: 2.2080, loss: 2.2080, grad_norm: 14.3675 2021-08-17 20:35:36,059 - mmaction - INFO - Epoch [37][3300/3520] lr: 5.000e-04, eta: 7:39:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7427, loss_cls: 2.1296, loss: 2.1296, grad_norm: 14.1669 2021-08-17 20:35:47,568 - mmaction - INFO - Epoch [37][3320/3520] lr: 5.000e-04, eta: 7:39:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7552, loss_cls: 2.1666, loss: 2.1666, grad_norm: 14.4267 2021-08-17 20:35:59,135 - mmaction - INFO - Epoch [37][3340/3520] lr: 5.000e-04, eta: 7:39:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7479, loss_cls: 2.1924, loss: 2.1924, grad_norm: 14.3096 2021-08-17 20:36:10,736 - mmaction - INFO - Epoch [37][3360/3520] lr: 5.000e-04, eta: 7:38:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7323, loss_cls: 2.1940, loss: 2.1940, grad_norm: 14.5628 2021-08-17 20:36:22,283 - mmaction - INFO - Epoch [37][3380/3520] lr: 5.000e-04, eta: 7:38:46, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7698, loss_cls: 2.1263, loss: 2.1263, grad_norm: 14.0389 2021-08-17 20:36:33,880 - mmaction - INFO - Epoch [37][3400/3520] lr: 5.000e-04, eta: 7:38:34, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7469, loss_cls: 2.1647, loss: 2.1647, grad_norm: 14.1844 2021-08-17 20:36:45,379 - mmaction - INFO - Epoch [37][3420/3520] lr: 5.000e-04, eta: 7:38:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7365, loss_cls: 2.1385, loss: 2.1385, grad_norm: 14.7728 2021-08-17 20:36:56,889 - mmaction - INFO - Epoch [37][3440/3520] lr: 5.000e-04, eta: 7:38:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7333, loss_cls: 2.1959, loss: 2.1959, grad_norm: 14.1923 2021-08-17 20:37:08,495 - mmaction - INFO - Epoch [37][3460/3520] lr: 5.000e-04, eta: 7:37:58, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7427, loss_cls: 2.1399, loss: 2.1399, grad_norm: 14.3925 2021-08-17 20:37:20,127 - mmaction - INFO - Epoch [37][3480/3520] lr: 5.000e-04, eta: 7:37:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1609, loss: 2.1609, grad_norm: 14.4617 2021-08-17 20:37:31,592 - mmaction - INFO - Epoch [37][3500/3520] lr: 5.000e-04, eta: 7:37:33, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7552, loss_cls: 2.1497, loss: 2.1497, grad_norm: 14.3508 2021-08-17 20:37:42,734 - mmaction - INFO - Epoch [37][3520/3520] lr: 5.000e-04, eta: 7:37:21, time: 0.557, data_time: 0.002, memory: 8335, top1_acc: 0.4326, top5_acc: 0.7326, loss_cls: 2.2043, loss: 2.2043, grad_norm: 14.1811 2021-08-17 20:37:49,383 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-08-17 20:40:08,474 - mmaction - INFO - Epoch [38][20/3520] lr: 5.000e-04, eta: 7:37:54, time: 6.922, data_time: 6.303, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7229, loss_cls: 2.2506, loss: 2.2506, grad_norm: 14.0272 2021-08-17 20:40:19,931 - mmaction - INFO - Epoch [38][40/3520] lr: 5.000e-04, eta: 7:37:41, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7375, loss_cls: 2.1871, loss: 2.1871, grad_norm: 14.8520 2021-08-17 20:40:31,543 - mmaction - INFO - Epoch [38][60/3520] lr: 5.000e-04, eta: 7:37:29, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7146, loss_cls: 2.2110, loss: 2.2110, grad_norm: 14.4416 2021-08-17 20:40:42,982 - mmaction - INFO - Epoch [38][80/3520] lr: 5.000e-04, eta: 7:37:17, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7708, loss_cls: 2.0854, loss: 2.0854, grad_norm: 14.3359 2021-08-17 20:40:54,420 - mmaction - INFO - Epoch [38][100/3520] lr: 5.000e-04, eta: 7:37:05, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7552, loss_cls: 2.1311, loss: 2.1311, grad_norm: 13.8550 2021-08-17 20:41:05,981 - mmaction - INFO - Epoch [38][120/3520] lr: 5.000e-04, eta: 7:36:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7802, loss_cls: 2.0179, loss: 2.0179, grad_norm: 14.0445 2021-08-17 20:41:17,513 - mmaction - INFO - Epoch [38][140/3520] lr: 5.000e-04, eta: 7:36:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7500, loss_cls: 2.1457, loss: 2.1457, grad_norm: 14.3922 2021-08-17 20:41:29,002 - mmaction - INFO - Epoch [38][160/3520] lr: 5.000e-04, eta: 7:36:28, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2125, loss: 2.2125, grad_norm: 14.1882 2021-08-17 20:41:40,483 - mmaction - INFO - Epoch [38][180/3520] lr: 5.000e-04, eta: 7:36:16, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7396, loss_cls: 2.1113, loss: 2.1113, grad_norm: 14.0464 2021-08-17 20:41:51,932 - mmaction - INFO - Epoch [38][200/3520] lr: 5.000e-04, eta: 7:36:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7344, loss_cls: 2.1704, loss: 2.1704, grad_norm: 14.6222 2021-08-17 20:42:03,442 - mmaction - INFO - Epoch [38][220/3520] lr: 5.000e-04, eta: 7:35:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7271, loss_cls: 2.2266, loss: 2.2266, grad_norm: 14.5065 2021-08-17 20:42:14,927 - mmaction - INFO - Epoch [38][240/3520] lr: 5.000e-04, eta: 7:35:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7562, loss_cls: 2.1410, loss: 2.1410, grad_norm: 14.3909 2021-08-17 20:42:26,414 - mmaction - INFO - Epoch [38][260/3520] lr: 5.000e-04, eta: 7:35:27, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7229, loss_cls: 2.2437, loss: 2.2437, grad_norm: 14.6233 2021-08-17 20:42:37,987 - mmaction - INFO - Epoch [38][280/3520] lr: 5.000e-04, eta: 7:35:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4229, top5_acc: 0.7146, loss_cls: 2.2275, loss: 2.2275, grad_norm: 14.1264 2021-08-17 20:42:49,649 - mmaction - INFO - Epoch [38][300/3520] lr: 5.000e-04, eta: 7:35:03, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7552, loss_cls: 2.1718, loss: 2.1718, grad_norm: 14.5269 2021-08-17 20:43:01,203 - mmaction - INFO - Epoch [38][320/3520] lr: 5.000e-04, eta: 7:34:51, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7219, loss_cls: 2.2218, loss: 2.2218, grad_norm: 15.0166 2021-08-17 20:43:12,748 - mmaction - INFO - Epoch [38][340/3520] lr: 5.000e-04, eta: 7:34:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7156, loss_cls: 2.2786, loss: 2.2786, grad_norm: 14.9107 2021-08-17 20:43:24,348 - mmaction - INFO - Epoch [38][360/3520] lr: 5.000e-04, eta: 7:34:26, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7479, loss_cls: 2.0974, loss: 2.0974, grad_norm: 13.7785 2021-08-17 20:43:35,859 - mmaction - INFO - Epoch [38][380/3520] lr: 5.000e-04, eta: 7:34:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7594, loss_cls: 2.0753, loss: 2.0753, grad_norm: 14.4786 2021-08-17 20:43:47,473 - mmaction - INFO - Epoch [38][400/3520] lr: 5.000e-04, eta: 7:34:02, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.1518, loss: 2.1518, grad_norm: 14.7089 2021-08-17 20:43:59,032 - mmaction - INFO - Epoch [38][420/3520] lr: 5.000e-04, eta: 7:33:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7312, loss_cls: 2.2034, loss: 2.2034, grad_norm: 14.5973 2021-08-17 20:44:10,604 - mmaction - INFO - Epoch [38][440/3520] lr: 5.000e-04, eta: 7:33:38, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7427, loss_cls: 2.1639, loss: 2.1639, grad_norm: 14.7239 2021-08-17 20:44:22,121 - mmaction - INFO - Epoch [38][460/3520] lr: 5.000e-04, eta: 7:33:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7781, loss_cls: 2.0609, loss: 2.0609, grad_norm: 14.1689 2021-08-17 20:44:33,663 - mmaction - INFO - Epoch [38][480/3520] lr: 5.000e-04, eta: 7:33:13, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7365, loss_cls: 2.2474, loss: 2.2474, grad_norm: 14.6737 2021-08-17 20:44:45,320 - mmaction - INFO - Epoch [38][500/3520] lr: 5.000e-04, eta: 7:33:01, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7469, loss_cls: 2.1696, loss: 2.1696, grad_norm: 14.3749 2021-08-17 20:44:56,866 - mmaction - INFO - Epoch [38][520/3520] lr: 5.000e-04, eta: 7:32:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7615, loss_cls: 2.1044, loss: 2.1044, grad_norm: 14.4345 2021-08-17 20:45:08,503 - mmaction - INFO - Epoch [38][540/3520] lr: 5.000e-04, eta: 7:32:37, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7667, loss_cls: 2.1349, loss: 2.1349, grad_norm: 14.9597 2021-08-17 20:45:20,116 - mmaction - INFO - Epoch [38][560/3520] lr: 5.000e-04, eta: 7:32:25, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7490, loss_cls: 2.1512, loss: 2.1512, grad_norm: 14.4645 2021-08-17 20:45:31,690 - mmaction - INFO - Epoch [38][580/3520] lr: 5.000e-04, eta: 7:32:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7375, loss_cls: 2.2434, loss: 2.2434, grad_norm: 14.8565 2021-08-17 20:45:43,260 - mmaction - INFO - Epoch [38][600/3520] lr: 5.000e-04, eta: 7:32:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7583, loss_cls: 2.0632, loss: 2.0632, grad_norm: 14.2025 2021-08-17 20:45:54,832 - mmaction - INFO - Epoch [38][620/3520] lr: 5.000e-04, eta: 7:31:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7594, loss_cls: 2.1245, loss: 2.1245, grad_norm: 14.1316 2021-08-17 20:46:06,308 - mmaction - INFO - Epoch [38][640/3520] lr: 5.000e-04, eta: 7:31:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7552, loss_cls: 2.1146, loss: 2.1146, grad_norm: 14.9799 2021-08-17 20:46:17,888 - mmaction - INFO - Epoch [38][660/3520] lr: 5.000e-04, eta: 7:31:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7573, loss_cls: 2.0977, loss: 2.0977, grad_norm: 14.0267 2021-08-17 20:46:29,441 - mmaction - INFO - Epoch [38][680/3520] lr: 5.000e-04, eta: 7:31:12, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7594, loss_cls: 2.1743, loss: 2.1743, grad_norm: 14.7648 2021-08-17 20:46:41,068 - mmaction - INFO - Epoch [38][700/3520] lr: 5.000e-04, eta: 7:31:00, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7458, loss_cls: 2.1574, loss: 2.1574, grad_norm: 14.4580 2021-08-17 20:46:52,629 - mmaction - INFO - Epoch [38][720/3520] lr: 5.000e-04, eta: 7:30:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7521, loss_cls: 2.1131, loss: 2.1131, grad_norm: 14.5497 2021-08-17 20:47:04,115 - mmaction - INFO - Epoch [38][740/3520] lr: 5.000e-04, eta: 7:30:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7208, loss_cls: 2.2098, loss: 2.2098, grad_norm: 14.7816 2021-08-17 20:47:15,693 - mmaction - INFO - Epoch [38][760/3520] lr: 5.000e-04, eta: 7:30:23, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7271, loss_cls: 2.2004, loss: 2.2004, grad_norm: 14.2139 2021-08-17 20:47:27,205 - mmaction - INFO - Epoch [38][780/3520] lr: 5.000e-04, eta: 7:30:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7365, loss_cls: 2.1531, loss: 2.1531, grad_norm: 14.2268 2021-08-17 20:47:38,826 - mmaction - INFO - Epoch [38][800/3520] lr: 5.000e-04, eta: 7:29:59, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7667, loss_cls: 2.1725, loss: 2.1725, grad_norm: 14.1264 2021-08-17 20:47:50,406 - mmaction - INFO - Epoch [38][820/3520] lr: 5.000e-04, eta: 7:29:47, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7417, loss_cls: 2.1666, loss: 2.1666, grad_norm: 14.6789 2021-08-17 20:48:01,921 - mmaction - INFO - Epoch [38][840/3520] lr: 5.000e-04, eta: 7:29:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7490, loss_cls: 2.1334, loss: 2.1334, grad_norm: 14.5963 2021-08-17 20:48:13,579 - mmaction - INFO - Epoch [38][860/3520] lr: 5.000e-04, eta: 7:29:22, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7417, loss_cls: 2.0961, loss: 2.0961, grad_norm: 14.3909 2021-08-17 20:48:25,062 - mmaction - INFO - Epoch [38][880/3520] lr: 5.000e-04, eta: 7:29:10, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7573, loss_cls: 2.0617, loss: 2.0617, grad_norm: 13.9047 2021-08-17 20:48:36,582 - mmaction - INFO - Epoch [38][900/3520] lr: 5.000e-04, eta: 7:28:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7385, loss_cls: 2.2257, loss: 2.2257, grad_norm: 14.4980 2021-08-17 20:48:48,103 - mmaction - INFO - Epoch [38][920/3520] lr: 5.000e-04, eta: 7:28:46, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7604, loss_cls: 2.1311, loss: 2.1311, grad_norm: 14.4003 2021-08-17 20:48:59,642 - mmaction - INFO - Epoch [38][940/3520] lr: 5.000e-04, eta: 7:28:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.0995, loss: 2.0995, grad_norm: 14.6076 2021-08-17 20:49:11,126 - mmaction - INFO - Epoch [38][960/3520] lr: 5.000e-04, eta: 7:28:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7562, loss_cls: 2.1316, loss: 2.1316, grad_norm: 14.6548 2021-08-17 20:49:22,642 - mmaction - INFO - Epoch [38][980/3520] lr: 5.000e-04, eta: 7:28:09, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7271, loss_cls: 2.2137, loss: 2.2137, grad_norm: 14.4405 2021-08-17 20:49:34,118 - mmaction - INFO - Epoch [38][1000/3520] lr: 5.000e-04, eta: 7:27:57, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7583, loss_cls: 2.0518, loss: 2.0518, grad_norm: 13.9995 2021-08-17 20:49:45,720 - mmaction - INFO - Epoch [38][1020/3520] lr: 5.000e-04, eta: 7:27:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7573, loss_cls: 2.0953, loss: 2.0953, grad_norm: 14.1587 2021-08-17 20:49:57,311 - mmaction - INFO - Epoch [38][1040/3520] lr: 5.000e-04, eta: 7:27:33, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7562, loss_cls: 2.1293, loss: 2.1293, grad_norm: 14.4664 2021-08-17 20:50:08,923 - mmaction - INFO - Epoch [38][1060/3520] lr: 5.000e-04, eta: 7:27:21, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7531, loss_cls: 2.1422, loss: 2.1422, grad_norm: 14.4606 2021-08-17 20:50:20,427 - mmaction - INFO - Epoch [38][1080/3520] lr: 5.000e-04, eta: 7:27:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7531, loss_cls: 2.0847, loss: 2.0847, grad_norm: 14.7142 2021-08-17 20:50:32,048 - mmaction - INFO - Epoch [38][1100/3520] lr: 5.000e-04, eta: 7:26:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7521, loss_cls: 2.1157, loss: 2.1157, grad_norm: 14.0837 2021-08-17 20:50:43,573 - mmaction - INFO - Epoch [38][1120/3520] lr: 5.000e-04, eta: 7:26:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7229, loss_cls: 2.2327, loss: 2.2327, grad_norm: 14.4386 2021-08-17 20:50:55,227 - mmaction - INFO - Epoch [38][1140/3520] lr: 5.000e-04, eta: 7:26:32, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7562, loss_cls: 2.0983, loss: 2.0983, grad_norm: 14.2843 2021-08-17 20:51:06,760 - mmaction - INFO - Epoch [38][1160/3520] lr: 5.000e-04, eta: 7:26:20, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7792, loss_cls: 2.0790, loss: 2.0790, grad_norm: 14.8258 2021-08-17 20:51:18,322 - mmaction - INFO - Epoch [38][1180/3520] lr: 5.000e-04, eta: 7:26:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7375, loss_cls: 2.1938, loss: 2.1938, grad_norm: 14.1587 2021-08-17 20:51:29,825 - mmaction - INFO - Epoch [38][1200/3520] lr: 5.000e-04, eta: 7:25:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7406, loss_cls: 2.1832, loss: 2.1832, grad_norm: 15.0624 2021-08-17 20:51:41,415 - mmaction - INFO - Epoch [38][1220/3520] lr: 5.000e-04, eta: 7:25:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7240, loss_cls: 2.2164, loss: 2.2164, grad_norm: 14.8312 2021-08-17 20:51:52,944 - mmaction - INFO - Epoch [38][1240/3520] lr: 5.000e-04, eta: 7:25:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7542, loss_cls: 2.1645, loss: 2.1645, grad_norm: 14.2549 2021-08-17 20:52:04,531 - mmaction - INFO - Epoch [38][1260/3520] lr: 5.000e-04, eta: 7:25:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7625, loss_cls: 2.0612, loss: 2.0612, grad_norm: 14.0407 2021-08-17 20:52:16,009 - mmaction - INFO - Epoch [38][1280/3520] lr: 5.000e-04, eta: 7:25:07, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7521, loss_cls: 2.1840, loss: 2.1840, grad_norm: 14.2628 2021-08-17 20:52:27,540 - mmaction - INFO - Epoch [38][1300/3520] lr: 5.000e-04, eta: 7:24:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1548, loss: 2.1548, grad_norm: 14.7380 2021-08-17 20:52:39,078 - mmaction - INFO - Epoch [38][1320/3520] lr: 5.000e-04, eta: 7:24:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7427, loss_cls: 2.1729, loss: 2.1729, grad_norm: 14.7292 2021-08-17 20:52:50,628 - mmaction - INFO - Epoch [38][1340/3520] lr: 5.000e-04, eta: 7:24:30, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7354, loss_cls: 2.2007, loss: 2.2007, grad_norm: 14.4133 2021-08-17 20:53:02,172 - mmaction - INFO - Epoch [38][1360/3520] lr: 5.000e-04, eta: 7:24:18, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7375, loss_cls: 2.2487, loss: 2.2487, grad_norm: 14.7068 2021-08-17 20:53:13,693 - mmaction - INFO - Epoch [38][1380/3520] lr: 5.000e-04, eta: 7:24:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7552, loss_cls: 2.1457, loss: 2.1457, grad_norm: 14.5663 2021-08-17 20:53:25,214 - mmaction - INFO - Epoch [38][1400/3520] lr: 5.000e-04, eta: 7:23:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7573, loss_cls: 2.0911, loss: 2.0911, grad_norm: 14.4138 2021-08-17 20:53:36,791 - mmaction - INFO - Epoch [38][1420/3520] lr: 5.000e-04, eta: 7:23:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.1848, loss: 2.1848, grad_norm: 14.5163 2021-08-17 20:53:48,444 - mmaction - INFO - Epoch [38][1440/3520] lr: 5.000e-04, eta: 7:23:29, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7385, loss_cls: 2.2118, loss: 2.2118, grad_norm: 14.6395 2021-08-17 20:53:59,994 - mmaction - INFO - Epoch [38][1460/3520] lr: 5.000e-04, eta: 7:23:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7198, loss_cls: 2.2238, loss: 2.2238, grad_norm: 15.0120 2021-08-17 20:54:11,473 - mmaction - INFO - Epoch [38][1480/3520] lr: 5.000e-04, eta: 7:23:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7323, loss_cls: 2.1974, loss: 2.1974, grad_norm: 14.9463 2021-08-17 20:54:22,980 - mmaction - INFO - Epoch [38][1500/3520] lr: 5.000e-04, eta: 7:22:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7292, loss_cls: 2.2191, loss: 2.2191, grad_norm: 14.3661 2021-08-17 20:54:34,508 - mmaction - INFO - Epoch [38][1520/3520] lr: 5.000e-04, eta: 7:22:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7490, loss_cls: 2.1105, loss: 2.1105, grad_norm: 14.3530 2021-08-17 20:54:46,079 - mmaction - INFO - Epoch [38][1540/3520] lr: 5.000e-04, eta: 7:22:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7469, loss_cls: 2.1266, loss: 2.1266, grad_norm: 14.2807 2021-08-17 20:54:57,568 - mmaction - INFO - Epoch [38][1560/3520] lr: 5.000e-04, eta: 7:22:16, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7583, loss_cls: 2.0953, loss: 2.0953, grad_norm: 13.9825 2021-08-17 20:55:09,053 - mmaction - INFO - Epoch [38][1580/3520] lr: 5.000e-04, eta: 7:22:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7583, loss_cls: 2.0769, loss: 2.0769, grad_norm: 14.5177 2021-08-17 20:55:20,601 - mmaction - INFO - Epoch [38][1600/3520] lr: 5.000e-04, eta: 7:21:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4167, top5_acc: 0.7375, loss_cls: 2.2360, loss: 2.2360, grad_norm: 14.9226 2021-08-17 20:55:32,175 - mmaction - INFO - Epoch [38][1620/3520] lr: 5.000e-04, eta: 7:21:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7542, loss_cls: 2.2257, loss: 2.2257, grad_norm: 14.9972 2021-08-17 20:55:43,750 - mmaction - INFO - Epoch [38][1640/3520] lr: 5.000e-04, eta: 7:21:28, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7417, loss_cls: 2.1224, loss: 2.1224, grad_norm: 14.2305 2021-08-17 20:55:55,315 - mmaction - INFO - Epoch [38][1660/3520] lr: 5.000e-04, eta: 7:21:16, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7271, loss_cls: 2.2118, loss: 2.2118, grad_norm: 15.0481 2021-08-17 20:56:06,825 - mmaction - INFO - Epoch [38][1680/3520] lr: 5.000e-04, eta: 7:21:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7490, loss_cls: 2.1330, loss: 2.1330, grad_norm: 14.8327 2021-08-17 20:56:18,448 - mmaction - INFO - Epoch [38][1700/3520] lr: 5.000e-04, eta: 7:20:51, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7396, loss_cls: 2.1585, loss: 2.1585, grad_norm: 14.4802 2021-08-17 20:56:30,043 - mmaction - INFO - Epoch [38][1720/3520] lr: 5.000e-04, eta: 7:20:39, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7177, loss_cls: 2.1613, loss: 2.1613, grad_norm: 14.0576 2021-08-17 20:56:41,564 - mmaction - INFO - Epoch [38][1740/3520] lr: 5.000e-04, eta: 7:20:27, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1311, loss: 2.1311, grad_norm: 14.9312 2021-08-17 20:56:53,058 - mmaction - INFO - Epoch [38][1760/3520] lr: 5.000e-04, eta: 7:20:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.1140, loss: 2.1140, grad_norm: 14.8643 2021-08-17 20:57:04,580 - mmaction - INFO - Epoch [38][1780/3520] lr: 5.000e-04, eta: 7:20:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7521, loss_cls: 2.1268, loss: 2.1268, grad_norm: 14.1557 2021-08-17 20:57:16,099 - mmaction - INFO - Epoch [38][1800/3520] lr: 5.000e-04, eta: 7:19:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7458, loss_cls: 2.1238, loss: 2.1238, grad_norm: 14.1787 2021-08-17 20:57:27,649 - mmaction - INFO - Epoch [38][1820/3520] lr: 5.000e-04, eta: 7:19:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7479, loss_cls: 2.1510, loss: 2.1510, grad_norm: 14.3975 2021-08-17 20:57:39,225 - mmaction - INFO - Epoch [38][1840/3520] lr: 5.000e-04, eta: 7:19:26, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1558, loss: 2.1558, grad_norm: 14.6479 2021-08-17 20:57:50,748 - mmaction - INFO - Epoch [38][1860/3520] lr: 5.000e-04, eta: 7:19:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7292, loss_cls: 2.2172, loss: 2.2172, grad_norm: 14.5765 2021-08-17 20:58:02,339 - mmaction - INFO - Epoch [38][1880/3520] lr: 5.000e-04, eta: 7:19:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7531, loss_cls: 2.0872, loss: 2.0872, grad_norm: 13.7174 2021-08-17 20:58:13,917 - mmaction - INFO - Epoch [38][1900/3520] lr: 5.000e-04, eta: 7:18:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7250, loss_cls: 2.2157, loss: 2.2157, grad_norm: 14.5489 2021-08-17 20:58:25,406 - mmaction - INFO - Epoch [38][1920/3520] lr: 5.000e-04, eta: 7:18:38, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7729, loss_cls: 2.0432, loss: 2.0432, grad_norm: 14.1850 2021-08-17 20:58:36,993 - mmaction - INFO - Epoch [38][1940/3520] lr: 5.000e-04, eta: 7:18:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7177, loss_cls: 2.2651, loss: 2.2651, grad_norm: 14.9127 2021-08-17 20:58:48,563 - mmaction - INFO - Epoch [38][1960/3520] lr: 5.000e-04, eta: 7:18:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7396, loss_cls: 2.1051, loss: 2.1051, grad_norm: 14.7681 2021-08-17 20:59:00,119 - mmaction - INFO - Epoch [38][1980/3520] lr: 5.000e-04, eta: 7:18:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7490, loss_cls: 2.1801, loss: 2.1801, grad_norm: 15.0402 2021-08-17 20:59:11,673 - mmaction - INFO - Epoch [38][2000/3520] lr: 5.000e-04, eta: 7:17:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7604, loss_cls: 2.1176, loss: 2.1176, grad_norm: 14.8012 2021-08-17 20:59:23,251 - mmaction - INFO - Epoch [38][2020/3520] lr: 5.000e-04, eta: 7:17:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7500, loss_cls: 2.1137, loss: 2.1137, grad_norm: 14.2237 2021-08-17 20:59:34,822 - mmaction - INFO - Epoch [38][2040/3520] lr: 5.000e-04, eta: 7:17:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7385, loss_cls: 2.1648, loss: 2.1648, grad_norm: 14.7116 2021-08-17 20:59:46,358 - mmaction - INFO - Epoch [38][2060/3520] lr: 5.000e-04, eta: 7:17:12, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7562, loss_cls: 2.1416, loss: 2.1416, grad_norm: 14.5004 2021-08-17 20:59:57,979 - mmaction - INFO - Epoch [38][2080/3520] lr: 5.000e-04, eta: 7:17:00, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7510, loss_cls: 2.1938, loss: 2.1938, grad_norm: 14.6069 2021-08-17 21:00:09,489 - mmaction - INFO - Epoch [38][2100/3520] lr: 5.000e-04, eta: 7:16:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7167, loss_cls: 2.2190, loss: 2.2190, grad_norm: 14.3017 2021-08-17 21:00:21,079 - mmaction - INFO - Epoch [38][2120/3520] lr: 5.000e-04, eta: 7:16:36, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.1801, loss: 2.1801, grad_norm: 14.5186 2021-08-17 21:00:32,608 - mmaction - INFO - Epoch [38][2140/3520] lr: 5.000e-04, eta: 7:16:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7469, loss_cls: 2.1366, loss: 2.1366, grad_norm: 13.9705 2021-08-17 21:00:44,127 - mmaction - INFO - Epoch [38][2160/3520] lr: 5.000e-04, eta: 7:16:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7562, loss_cls: 2.1119, loss: 2.1119, grad_norm: 14.5243 2021-08-17 21:00:55,762 - mmaction - INFO - Epoch [38][2180/3520] lr: 5.000e-04, eta: 7:16:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7219, loss_cls: 2.2377, loss: 2.2377, grad_norm: 15.2219 2021-08-17 21:01:07,238 - mmaction - INFO - Epoch [38][2200/3520] lr: 5.000e-04, eta: 7:15:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7406, loss_cls: 2.1853, loss: 2.1853, grad_norm: 14.6599 2021-08-17 21:01:18,833 - mmaction - INFO - Epoch [38][2220/3520] lr: 5.000e-04, eta: 7:15:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2211, loss: 2.2211, grad_norm: 15.0944 2021-08-17 21:01:30,407 - mmaction - INFO - Epoch [38][2240/3520] lr: 5.000e-04, eta: 7:15:23, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7271, loss_cls: 2.2737, loss: 2.2737, grad_norm: 15.2663 2021-08-17 21:01:41,986 - mmaction - INFO - Epoch [38][2260/3520] lr: 5.000e-04, eta: 7:15:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7365, loss_cls: 2.1792, loss: 2.1792, grad_norm: 14.3573 2021-08-17 21:01:53,467 - mmaction - INFO - Epoch [38][2280/3520] lr: 5.000e-04, eta: 7:14:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7406, loss_cls: 2.1557, loss: 2.1557, grad_norm: 15.0327 2021-08-17 21:02:05,013 - mmaction - INFO - Epoch [38][2300/3520] lr: 5.000e-04, eta: 7:14:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7458, loss_cls: 2.1702, loss: 2.1702, grad_norm: 14.4735 2021-08-17 21:02:16,720 - mmaction - INFO - Epoch [38][2320/3520] lr: 5.000e-04, eta: 7:14:35, time: 0.587, data_time: 0.004, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7281, loss_cls: 2.1909, loss: 2.1909, grad_norm: 14.8586 2021-08-17 21:02:28,348 - mmaction - INFO - Epoch [38][2340/3520] lr: 5.000e-04, eta: 7:14:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7583, loss_cls: 2.0753, loss: 2.0753, grad_norm: 14.0477 2021-08-17 21:02:39,815 - mmaction - INFO - Epoch [38][2360/3520] lr: 5.000e-04, eta: 7:14:10, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7156, loss_cls: 2.2638, loss: 2.2638, grad_norm: 15.0759 2021-08-17 21:02:51,415 - mmaction - INFO - Epoch [38][2380/3520] lr: 5.000e-04, eta: 7:13:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7302, loss_cls: 2.1985, loss: 2.1985, grad_norm: 14.3785 2021-08-17 21:03:03,019 - mmaction - INFO - Epoch [38][2400/3520] lr: 5.000e-04, eta: 7:13:46, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7354, loss_cls: 2.1387, loss: 2.1387, grad_norm: 14.8462 2021-08-17 21:03:14,559 - mmaction - INFO - Epoch [38][2420/3520] lr: 5.000e-04, eta: 7:13:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7615, loss_cls: 2.0518, loss: 2.0518, grad_norm: 14.1779 2021-08-17 21:03:26,045 - mmaction - INFO - Epoch [38][2440/3520] lr: 5.000e-04, eta: 7:13:22, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7448, loss_cls: 2.1880, loss: 2.1880, grad_norm: 14.8103 2021-08-17 21:03:37,600 - mmaction - INFO - Epoch [38][2460/3520] lr: 5.000e-04, eta: 7:13:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7646, loss_cls: 2.1370, loss: 2.1370, grad_norm: 14.7504 2021-08-17 21:03:49,169 - mmaction - INFO - Epoch [38][2480/3520] lr: 5.000e-04, eta: 7:12:57, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7302, loss_cls: 2.2362, loss: 2.2362, grad_norm: 14.9555 2021-08-17 21:04:00,683 - mmaction - INFO - Epoch [38][2500/3520] lr: 5.000e-04, eta: 7:12:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7594, loss_cls: 2.1429, loss: 2.1429, grad_norm: 14.4864 2021-08-17 21:04:12,153 - mmaction - INFO - Epoch [38][2520/3520] lr: 5.000e-04, eta: 7:12:33, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.2779, loss: 2.2779, grad_norm: 15.3494 2021-08-17 21:04:23,674 - mmaction - INFO - Epoch [38][2540/3520] lr: 5.000e-04, eta: 7:12:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7500, loss_cls: 2.2000, loss: 2.2000, grad_norm: 14.8641 2021-08-17 21:04:35,246 - mmaction - INFO - Epoch [38][2560/3520] lr: 5.000e-04, eta: 7:12:09, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7656, loss_cls: 2.0968, loss: 2.0968, grad_norm: 14.2461 2021-08-17 21:04:46,810 - mmaction - INFO - Epoch [38][2580/3520] lr: 5.000e-04, eta: 7:11:57, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7302, loss_cls: 2.1538, loss: 2.1538, grad_norm: 14.5297 2021-08-17 21:04:58,502 - mmaction - INFO - Epoch [38][2600/3520] lr: 5.000e-04, eta: 7:11:44, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7521, loss_cls: 2.1745, loss: 2.1745, grad_norm: 15.0558 2021-08-17 21:05:10,024 - mmaction - INFO - Epoch [38][2620/3520] lr: 5.000e-04, eta: 7:11:32, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7229, loss_cls: 2.2390, loss: 2.2390, grad_norm: 14.2439 2021-08-17 21:05:21,601 - mmaction - INFO - Epoch [38][2640/3520] lr: 5.000e-04, eta: 7:11:20, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.1663, loss: 2.1663, grad_norm: 15.1413 2021-08-17 21:05:33,231 - mmaction - INFO - Epoch [38][2660/3520] lr: 5.000e-04, eta: 7:11:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7417, loss_cls: 2.1958, loss: 2.1958, grad_norm: 14.5753 2021-08-17 21:05:44,764 - mmaction - INFO - Epoch [38][2680/3520] lr: 5.000e-04, eta: 7:10:56, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7375, loss_cls: 2.2574, loss: 2.2574, grad_norm: 15.0338 2021-08-17 21:05:56,306 - mmaction - INFO - Epoch [38][2700/3520] lr: 5.000e-04, eta: 7:10:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7375, loss_cls: 2.2068, loss: 2.2068, grad_norm: 15.1585 2021-08-17 21:06:07,834 - mmaction - INFO - Epoch [38][2720/3520] lr: 5.000e-04, eta: 7:10:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7146, loss_cls: 2.2344, loss: 2.2344, grad_norm: 14.6433 2021-08-17 21:06:19,369 - mmaction - INFO - Epoch [38][2740/3520] lr: 5.000e-04, eta: 7:10:19, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7583, loss_cls: 2.1182, loss: 2.1182, grad_norm: 14.6978 2021-08-17 21:06:30,931 - mmaction - INFO - Epoch [38][2760/3520] lr: 5.000e-04, eta: 7:10:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7385, loss_cls: 2.1653, loss: 2.1653, grad_norm: 14.8727 2021-08-17 21:06:42,489 - mmaction - INFO - Epoch [38][2780/3520] lr: 5.000e-04, eta: 7:09:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7438, loss_cls: 2.1861, loss: 2.1861, grad_norm: 14.9705 2021-08-17 21:06:54,077 - mmaction - INFO - Epoch [38][2800/3520] lr: 5.000e-04, eta: 7:09:43, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7615, loss_cls: 2.0529, loss: 2.0529, grad_norm: 14.2461 2021-08-17 21:07:05,727 - mmaction - INFO - Epoch [38][2820/3520] lr: 5.000e-04, eta: 7:09:31, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7604, loss_cls: 2.0835, loss: 2.0835, grad_norm: 14.3378 2021-08-17 21:07:17,242 - mmaction - INFO - Epoch [38][2840/3520] lr: 5.000e-04, eta: 7:09:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7302, loss_cls: 2.2387, loss: 2.2387, grad_norm: 15.6199 2021-08-17 21:07:28,792 - mmaction - INFO - Epoch [38][2860/3520] lr: 5.000e-04, eta: 7:09:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7521, loss_cls: 2.1613, loss: 2.1613, grad_norm: 14.2298 2021-08-17 21:07:40,327 - mmaction - INFO - Epoch [38][2880/3520] lr: 5.000e-04, eta: 7:08:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7323, loss_cls: 2.1783, loss: 2.1783, grad_norm: 14.2017 2021-08-17 21:07:51,847 - mmaction - INFO - Epoch [38][2900/3520] lr: 5.000e-04, eta: 7:08:42, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7385, loss_cls: 2.1898, loss: 2.1898, grad_norm: 14.8835 2021-08-17 21:08:03,419 - mmaction - INFO - Epoch [38][2920/3520] lr: 5.000e-04, eta: 7:08:30, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7271, loss_cls: 2.2370, loss: 2.2370, grad_norm: 14.7792 2021-08-17 21:08:14,947 - mmaction - INFO - Epoch [38][2940/3520] lr: 5.000e-04, eta: 7:08:18, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7469, loss_cls: 2.1631, loss: 2.1631, grad_norm: 14.5176 2021-08-17 21:08:26,486 - mmaction - INFO - Epoch [38][2960/3520] lr: 5.000e-04, eta: 7:08:06, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2232, loss: 2.2232, grad_norm: 14.7338 2021-08-17 21:08:38,015 - mmaction - INFO - Epoch [38][2980/3520] lr: 5.000e-04, eta: 7:07:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7365, loss_cls: 2.2184, loss: 2.2184, grad_norm: 14.5392 2021-08-17 21:08:49,518 - mmaction - INFO - Epoch [38][3000/3520] lr: 5.000e-04, eta: 7:07:41, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7448, loss_cls: 2.1304, loss: 2.1304, grad_norm: 15.0358 2021-08-17 21:09:01,133 - mmaction - INFO - Epoch [38][3020/3520] lr: 5.000e-04, eta: 7:07:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7583, loss_cls: 2.0887, loss: 2.0887, grad_norm: 14.2649 2021-08-17 21:09:12,620 - mmaction - INFO - Epoch [38][3040/3520] lr: 5.000e-04, eta: 7:07:17, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7583, loss_cls: 2.1054, loss: 2.1054, grad_norm: 14.6996 2021-08-17 21:09:24,257 - mmaction - INFO - Epoch [38][3060/3520] lr: 5.000e-04, eta: 7:07:05, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7500, loss_cls: 2.1498, loss: 2.1498, grad_norm: 14.9121 2021-08-17 21:09:35,797 - mmaction - INFO - Epoch [38][3080/3520] lr: 5.000e-04, eta: 7:06:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7250, loss_cls: 2.2509, loss: 2.2509, grad_norm: 15.0735 2021-08-17 21:09:47,321 - mmaction - INFO - Epoch [38][3100/3520] lr: 5.000e-04, eta: 7:06:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7365, loss_cls: 2.1776, loss: 2.1776, grad_norm: 15.1154 2021-08-17 21:09:58,883 - mmaction - INFO - Epoch [38][3120/3520] lr: 5.000e-04, eta: 7:06:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7385, loss_cls: 2.1468, loss: 2.1468, grad_norm: 14.4926 2021-08-17 21:10:10,472 - mmaction - INFO - Epoch [38][3140/3520] lr: 5.000e-04, eta: 7:06:16, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.1488, loss: 2.1488, grad_norm: 15.3438 2021-08-17 21:10:21,967 - mmaction - INFO - Epoch [38][3160/3520] lr: 5.000e-04, eta: 7:06:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7396, loss_cls: 2.1748, loss: 2.1748, grad_norm: 14.1216 2021-08-17 21:10:33,507 - mmaction - INFO - Epoch [38][3180/3520] lr: 5.000e-04, eta: 7:05:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7354, loss_cls: 2.1680, loss: 2.1680, grad_norm: 14.1262 2021-08-17 21:10:45,147 - mmaction - INFO - Epoch [38][3200/3520] lr: 5.000e-04, eta: 7:05:40, time: 0.583, data_time: 0.001, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7365, loss_cls: 2.2108, loss: 2.2108, grad_norm: 14.6785 2021-08-17 21:10:56,716 - mmaction - INFO - Epoch [38][3220/3520] lr: 5.000e-04, eta: 7:05:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7260, loss_cls: 2.2106, loss: 2.2106, grad_norm: 14.4664 2021-08-17 21:11:08,215 - mmaction - INFO - Epoch [38][3240/3520] lr: 5.000e-04, eta: 7:05:16, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7552, loss_cls: 2.0864, loss: 2.0864, grad_norm: 14.7216 2021-08-17 21:11:19,698 - mmaction - INFO - Epoch [38][3260/3520] lr: 5.000e-04, eta: 7:05:04, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7354, loss_cls: 2.1872, loss: 2.1872, grad_norm: 14.1744 2021-08-17 21:11:31,238 - mmaction - INFO - Epoch [38][3280/3520] lr: 5.000e-04, eta: 7:04:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7490, loss_cls: 2.1468, loss: 2.1468, grad_norm: 14.2156 2021-08-17 21:11:42,761 - mmaction - INFO - Epoch [38][3300/3520] lr: 5.000e-04, eta: 7:04:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7188, loss_cls: 2.2153, loss: 2.2153, grad_norm: 14.2967 2021-08-17 21:11:54,278 - mmaction - INFO - Epoch [38][3320/3520] lr: 5.000e-04, eta: 7:04:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7427, loss_cls: 2.1315, loss: 2.1315, grad_norm: 14.6078 2021-08-17 21:12:05,875 - mmaction - INFO - Epoch [38][3340/3520] lr: 5.000e-04, eta: 7:04:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7698, loss_cls: 2.0429, loss: 2.0429, grad_norm: 14.4173 2021-08-17 21:12:17,495 - mmaction - INFO - Epoch [38][3360/3520] lr: 5.000e-04, eta: 7:04:03, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7490, loss_cls: 2.1289, loss: 2.1289, grad_norm: 14.3928 2021-08-17 21:12:29,011 - mmaction - INFO - Epoch [38][3380/3520] lr: 5.000e-04, eta: 7:03:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4271, top5_acc: 0.7250, loss_cls: 2.2494, loss: 2.2494, grad_norm: 15.1055 2021-08-17 21:12:40,509 - mmaction - INFO - Epoch [38][3400/3520] lr: 5.000e-04, eta: 7:03:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7510, loss_cls: 2.1418, loss: 2.1418, grad_norm: 14.3675 2021-08-17 21:12:52,205 - mmaction - INFO - Epoch [38][3420/3520] lr: 5.000e-04, eta: 7:03:26, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7417, loss_cls: 2.2099, loss: 2.2099, grad_norm: 14.1809 2021-08-17 21:13:03,727 - mmaction - INFO - Epoch [38][3440/3520] lr: 5.000e-04, eta: 7:03:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7375, loss_cls: 2.2278, loss: 2.2278, grad_norm: 14.5076 2021-08-17 21:13:15,245 - mmaction - INFO - Epoch [38][3460/3520] lr: 5.000e-04, eta: 7:03:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7542, loss_cls: 2.1779, loss: 2.1779, grad_norm: 14.4265 2021-08-17 21:13:26,765 - mmaction - INFO - Epoch [38][3480/3520] lr: 5.000e-04, eta: 7:02:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2370, loss: 2.2370, grad_norm: 14.9169 2021-08-17 21:13:38,287 - mmaction - INFO - Epoch [38][3500/3520] lr: 5.000e-04, eta: 7:02:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7604, loss_cls: 2.0748, loss: 2.0748, grad_norm: 14.5734 2021-08-17 21:13:49,422 - mmaction - INFO - Epoch [38][3520/3520] lr: 5.000e-04, eta: 7:02:26, time: 0.557, data_time: 0.002, memory: 8335, top1_acc: 0.4141, top5_acc: 0.7250, loss_cls: 2.2389, loss: 2.2389, grad_norm: 14.8449 2021-08-17 21:13:56,792 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-08-17 21:16:04,978 - mmaction - INFO - Epoch [39][20/3520] lr: 5.000e-04, eta: 7:02:50, time: 6.382, data_time: 5.774, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7552, loss_cls: 2.0640, loss: 2.0640, grad_norm: 13.9477 2021-08-17 21:16:16,420 - mmaction - INFO - Epoch [39][40/3520] lr: 5.000e-04, eta: 7:02:38, time: 0.572, data_time: 0.004, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7469, loss_cls: 2.1261, loss: 2.1261, grad_norm: 14.3070 2021-08-17 21:16:27,925 - mmaction - INFO - Epoch [39][60/3520] lr: 5.000e-04, eta: 7:02:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7812, loss_cls: 1.9941, loss: 1.9941, grad_norm: 14.4459 2021-08-17 21:16:39,465 - mmaction - INFO - Epoch [39][80/3520] lr: 5.000e-04, eta: 7:02:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7573, loss_cls: 2.1078, loss: 2.1078, grad_norm: 14.4956 2021-08-17 21:16:50,896 - mmaction - INFO - Epoch [39][100/3520] lr: 5.000e-04, eta: 7:02:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7552, loss_cls: 2.0726, loss: 2.0726, grad_norm: 14.6971 2021-08-17 21:17:02,387 - mmaction - INFO - Epoch [39][120/3520] lr: 5.000e-04, eta: 7:01:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7448, loss_cls: 2.1354, loss: 2.1354, grad_norm: 14.8836 2021-08-17 21:17:13,938 - mmaction - INFO - Epoch [39][140/3520] lr: 5.000e-04, eta: 7:01:37, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7521, loss_cls: 2.1157, loss: 2.1157, grad_norm: 14.2894 2021-08-17 21:17:25,484 - mmaction - INFO - Epoch [39][160/3520] lr: 5.000e-04, eta: 7:01:25, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7406, loss_cls: 2.1447, loss: 2.1447, grad_norm: 14.7250 2021-08-17 21:17:36,939 - mmaction - INFO - Epoch [39][180/3520] lr: 5.000e-04, eta: 7:01:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7229, loss_cls: 2.2299, loss: 2.2299, grad_norm: 14.9345 2021-08-17 21:17:48,460 - mmaction - INFO - Epoch [39][200/3520] lr: 5.000e-04, eta: 7:01:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7490, loss_cls: 2.1203, loss: 2.1203, grad_norm: 14.2169 2021-08-17 21:18:00,005 - mmaction - INFO - Epoch [39][220/3520] lr: 5.000e-04, eta: 7:00:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7635, loss_cls: 2.1332, loss: 2.1332, grad_norm: 14.7996 2021-08-17 21:18:11,495 - mmaction - INFO - Epoch [39][240/3520] lr: 5.000e-04, eta: 7:00:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7604, loss_cls: 2.1238, loss: 2.1238, grad_norm: 14.6021 2021-08-17 21:18:23,010 - mmaction - INFO - Epoch [39][260/3520] lr: 5.000e-04, eta: 7:00:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7448, loss_cls: 2.1912, loss: 2.1912, grad_norm: 14.5926 2021-08-17 21:18:34,549 - mmaction - INFO - Epoch [39][280/3520] lr: 5.000e-04, eta: 7:00:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7292, loss_cls: 2.1661, loss: 2.1661, grad_norm: 14.5127 2021-08-17 21:18:46,059 - mmaction - INFO - Epoch [39][300/3520] lr: 5.000e-04, eta: 7:00:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7542, loss_cls: 2.1992, loss: 2.1992, grad_norm: 14.7793 2021-08-17 21:18:57,559 - mmaction - INFO - Epoch [39][320/3520] lr: 5.000e-04, eta: 6:59:47, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7490, loss_cls: 2.1556, loss: 2.1556, grad_norm: 14.9015 2021-08-17 21:19:09,109 - mmaction - INFO - Epoch [39][340/3520] lr: 5.000e-04, eta: 6:59:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7552, loss_cls: 2.1087, loss: 2.1087, grad_norm: 15.2998 2021-08-17 21:19:20,693 - mmaction - INFO - Epoch [39][360/3520] lr: 5.000e-04, eta: 6:59:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7323, loss_cls: 2.2136, loss: 2.2136, grad_norm: 14.9895 2021-08-17 21:19:32,298 - mmaction - INFO - Epoch [39][380/3520] lr: 5.000e-04, eta: 6:59:11, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7635, loss_cls: 2.1053, loss: 2.1053, grad_norm: 14.6140 2021-08-17 21:19:43,815 - mmaction - INFO - Epoch [39][400/3520] lr: 5.000e-04, eta: 6:58:59, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7365, loss_cls: 2.1184, loss: 2.1184, grad_norm: 14.6952 2021-08-17 21:19:55,445 - mmaction - INFO - Epoch [39][420/3520] lr: 5.000e-04, eta: 6:58:47, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7521, loss_cls: 2.0774, loss: 2.0774, grad_norm: 14.5884 2021-08-17 21:20:06,997 - mmaction - INFO - Epoch [39][440/3520] lr: 5.000e-04, eta: 6:58:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7615, loss_cls: 2.0884, loss: 2.0884, grad_norm: 14.6336 2021-08-17 21:20:18,508 - mmaction - INFO - Epoch [39][460/3520] lr: 5.000e-04, eta: 6:58:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7552, loss_cls: 2.1243, loss: 2.1243, grad_norm: 14.6068 2021-08-17 21:20:30,072 - mmaction - INFO - Epoch [39][480/3520] lr: 5.000e-04, eta: 6:58:10, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.1258, loss: 2.1258, grad_norm: 14.8637 2021-08-17 21:20:41,569 - mmaction - INFO - Epoch [39][500/3520] lr: 5.000e-04, eta: 6:57:58, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7448, loss_cls: 2.1803, loss: 2.1803, grad_norm: 14.5124 2021-08-17 21:20:53,084 - mmaction - INFO - Epoch [39][520/3520] lr: 5.000e-04, eta: 6:57:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7760, loss_cls: 2.0328, loss: 2.0328, grad_norm: 14.6974 2021-08-17 21:21:04,641 - mmaction - INFO - Epoch [39][540/3520] lr: 5.000e-04, eta: 6:57:34, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7344, loss_cls: 2.1565, loss: 2.1565, grad_norm: 14.6964 2021-08-17 21:21:16,154 - mmaction - INFO - Epoch [39][560/3520] lr: 5.000e-04, eta: 6:57:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7719, loss_cls: 2.0522, loss: 2.0522, grad_norm: 14.1210 2021-08-17 21:21:27,716 - mmaction - INFO - Epoch [39][580/3520] lr: 5.000e-04, eta: 6:57:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7396, loss_cls: 2.1558, loss: 2.1558, grad_norm: 15.0526 2021-08-17 21:21:39,211 - mmaction - INFO - Epoch [39][600/3520] lr: 5.000e-04, eta: 6:56:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7531, loss_cls: 2.1528, loss: 2.1528, grad_norm: 15.3308 2021-08-17 21:21:50,762 - mmaction - INFO - Epoch [39][620/3520] lr: 5.000e-04, eta: 6:56:45, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7479, loss_cls: 2.2075, loss: 2.2075, grad_norm: 14.8567 2021-08-17 21:22:02,316 - mmaction - INFO - Epoch [39][640/3520] lr: 5.000e-04, eta: 6:56:33, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7365, loss_cls: 2.2285, loss: 2.2285, grad_norm: 14.4339 2021-08-17 21:22:13,868 - mmaction - INFO - Epoch [39][660/3520] lr: 5.000e-04, eta: 6:56:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7396, loss_cls: 2.1695, loss: 2.1695, grad_norm: 15.0619 2021-08-17 21:22:25,452 - mmaction - INFO - Epoch [39][680/3520] lr: 5.000e-04, eta: 6:56:08, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7531, loss_cls: 2.0499, loss: 2.0499, grad_norm: 14.3052 2021-08-17 21:22:37,058 - mmaction - INFO - Epoch [39][700/3520] lr: 5.000e-04, eta: 6:55:56, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7562, loss_cls: 2.0758, loss: 2.0758, grad_norm: 14.5678 2021-08-17 21:22:48,634 - mmaction - INFO - Epoch [39][720/3520] lr: 5.000e-04, eta: 6:55:44, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7677, loss_cls: 2.0784, loss: 2.0784, grad_norm: 14.2781 2021-08-17 21:23:00,276 - mmaction - INFO - Epoch [39][740/3520] lr: 5.000e-04, eta: 6:55:32, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7479, loss_cls: 2.0542, loss: 2.0542, grad_norm: 14.5479 2021-08-17 21:23:11,892 - mmaction - INFO - Epoch [39][760/3520] lr: 5.000e-04, eta: 6:55:20, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7458, loss_cls: 2.1680, loss: 2.1680, grad_norm: 14.8052 2021-08-17 21:23:23,472 - mmaction - INFO - Epoch [39][780/3520] lr: 5.000e-04, eta: 6:55:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7604, loss_cls: 2.0725, loss: 2.0725, grad_norm: 14.6148 2021-08-17 21:23:34,945 - mmaction - INFO - Epoch [39][800/3520] lr: 5.000e-04, eta: 6:54:56, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7604, loss_cls: 2.0586, loss: 2.0586, grad_norm: 14.6616 2021-08-17 21:23:46,451 - mmaction - INFO - Epoch [39][820/3520] lr: 5.000e-04, eta: 6:54:43, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.0767, loss: 2.0767, grad_norm: 14.4360 2021-08-17 21:23:58,041 - mmaction - INFO - Epoch [39][840/3520] lr: 5.000e-04, eta: 6:54:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7656, loss_cls: 2.0930, loss: 2.0930, grad_norm: 14.8147 2021-08-17 21:24:09,534 - mmaction - INFO - Epoch [39][860/3520] lr: 5.000e-04, eta: 6:54:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7438, loss_cls: 2.1644, loss: 2.1644, grad_norm: 14.5516 2021-08-17 21:24:21,092 - mmaction - INFO - Epoch [39][880/3520] lr: 5.000e-04, eta: 6:54:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7469, loss_cls: 2.1339, loss: 2.1339, grad_norm: 14.9170 2021-08-17 21:24:32,632 - mmaction - INFO - Epoch [39][900/3520] lr: 5.000e-04, eta: 6:53:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7542, loss_cls: 2.1271, loss: 2.1271, grad_norm: 14.8416 2021-08-17 21:24:44,183 - mmaction - INFO - Epoch [39][920/3520] lr: 5.000e-04, eta: 6:53:43, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7625, loss_cls: 2.0818, loss: 2.0818, grad_norm: 14.6515 2021-08-17 21:24:55,804 - mmaction - INFO - Epoch [39][940/3520] lr: 5.000e-04, eta: 6:53:30, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7677, loss_cls: 2.0339, loss: 2.0339, grad_norm: 14.6447 2021-08-17 21:25:07,302 - mmaction - INFO - Epoch [39][960/3520] lr: 5.000e-04, eta: 6:53:18, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7521, loss_cls: 2.1127, loss: 2.1127, grad_norm: 14.6326 2021-08-17 21:25:18,915 - mmaction - INFO - Epoch [39][980/3520] lr: 5.000e-04, eta: 6:53:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7490, loss_cls: 2.1185, loss: 2.1185, grad_norm: 15.0538 2021-08-17 21:25:30,438 - mmaction - INFO - Epoch [39][1000/3520] lr: 5.000e-04, eta: 6:52:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7354, loss_cls: 2.0910, loss: 2.0910, grad_norm: 14.2210 2021-08-17 21:25:42,112 - mmaction - INFO - Epoch [39][1020/3520] lr: 5.000e-04, eta: 6:52:42, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7573, loss_cls: 2.1349, loss: 2.1349, grad_norm: 14.8750 2021-08-17 21:25:53,667 - mmaction - INFO - Epoch [39][1040/3520] lr: 5.000e-04, eta: 6:52:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7438, loss_cls: 2.2149, loss: 2.2149, grad_norm: 15.0159 2021-08-17 21:26:05,280 - mmaction - INFO - Epoch [39][1060/3520] lr: 5.000e-04, eta: 6:52:18, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7438, loss_cls: 2.1499, loss: 2.1499, grad_norm: 15.4627 2021-08-17 21:26:16,777 - mmaction - INFO - Epoch [39][1080/3520] lr: 5.000e-04, eta: 6:52:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7375, loss_cls: 2.1931, loss: 2.1931, grad_norm: 14.7548 2021-08-17 21:26:28,260 - mmaction - INFO - Epoch [39][1100/3520] lr: 5.000e-04, eta: 6:51:53, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7646, loss_cls: 2.0423, loss: 2.0423, grad_norm: 14.6397 2021-08-17 21:26:39,735 - mmaction - INFO - Epoch [39][1120/3520] lr: 5.000e-04, eta: 6:51:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7385, loss_cls: 2.1508, loss: 2.1508, grad_norm: 14.5471 2021-08-17 21:26:51,370 - mmaction - INFO - Epoch [39][1140/3520] lr: 5.000e-04, eta: 6:51:29, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7198, loss_cls: 2.2451, loss: 2.2451, grad_norm: 15.0821 2021-08-17 21:27:02,937 - mmaction - INFO - Epoch [39][1160/3520] lr: 5.000e-04, eta: 6:51:17, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7417, loss_cls: 2.1434, loss: 2.1434, grad_norm: 15.0319 2021-08-17 21:27:14,542 - mmaction - INFO - Epoch [39][1180/3520] lr: 5.000e-04, eta: 6:51:05, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7281, loss_cls: 2.2008, loss: 2.2008, grad_norm: 15.0467 2021-08-17 21:27:26,039 - mmaction - INFO - Epoch [39][1200/3520] lr: 5.000e-04, eta: 6:50:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4146, top5_acc: 0.7063, loss_cls: 2.3099, loss: 2.3099, grad_norm: 15.4250 2021-08-17 21:27:37,625 - mmaction - INFO - Epoch [39][1220/3520] lr: 5.000e-04, eta: 6:50:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7396, loss_cls: 2.1556, loss: 2.1556, grad_norm: 15.4476 2021-08-17 21:27:49,042 - mmaction - INFO - Epoch [39][1240/3520] lr: 5.000e-04, eta: 6:50:28, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7417, loss_cls: 2.1749, loss: 2.1749, grad_norm: 14.7210 2021-08-17 21:28:00,553 - mmaction - INFO - Epoch [39][1260/3520] lr: 5.000e-04, eta: 6:50:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7427, loss_cls: 2.1861, loss: 2.1861, grad_norm: 15.0580 2021-08-17 21:28:12,039 - mmaction - INFO - Epoch [39][1280/3520] lr: 5.000e-04, eta: 6:50:04, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7250, loss_cls: 2.2139, loss: 2.2139, grad_norm: 14.9916 2021-08-17 21:28:23,570 - mmaction - INFO - Epoch [39][1300/3520] lr: 5.000e-04, eta: 6:49:52, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7385, loss_cls: 2.1914, loss: 2.1914, grad_norm: 14.8535 2021-08-17 21:28:35,066 - mmaction - INFO - Epoch [39][1320/3520] lr: 5.000e-04, eta: 6:49:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7417, loss_cls: 2.1198, loss: 2.1198, grad_norm: 15.5204 2021-08-17 21:28:46,600 - mmaction - INFO - Epoch [39][1340/3520] lr: 5.000e-04, eta: 6:49:27, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7365, loss_cls: 2.2518, loss: 2.2518, grad_norm: 15.2829 2021-08-17 21:28:58,103 - mmaction - INFO - Epoch [39][1360/3520] lr: 5.000e-04, eta: 6:49:15, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1542, loss: 2.1542, grad_norm: 15.3609 2021-08-17 21:29:09,631 - mmaction - INFO - Epoch [39][1380/3520] lr: 5.000e-04, eta: 6:49:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7438, loss_cls: 2.0975, loss: 2.0975, grad_norm: 14.9968 2021-08-17 21:29:21,152 - mmaction - INFO - Epoch [39][1400/3520] lr: 5.000e-04, eta: 6:48:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7396, loss_cls: 2.1835, loss: 2.1835, grad_norm: 15.1050 2021-08-17 21:29:32,740 - mmaction - INFO - Epoch [39][1420/3520] lr: 5.000e-04, eta: 6:48:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7333, loss_cls: 2.1514, loss: 2.1514, grad_norm: 15.0951 2021-08-17 21:29:44,280 - mmaction - INFO - Epoch [39][1440/3520] lr: 5.000e-04, eta: 6:48:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7458, loss_cls: 2.1236, loss: 2.1236, grad_norm: 14.3587 2021-08-17 21:29:55,884 - mmaction - INFO - Epoch [39][1460/3520] lr: 5.000e-04, eta: 6:48:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7240, loss_cls: 2.1885, loss: 2.1885, grad_norm: 15.0492 2021-08-17 21:30:07,407 - mmaction - INFO - Epoch [39][1480/3520] lr: 5.000e-04, eta: 6:48:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7552, loss_cls: 2.0819, loss: 2.0819, grad_norm: 14.5690 2021-08-17 21:30:18,958 - mmaction - INFO - Epoch [39][1500/3520] lr: 5.000e-04, eta: 6:47:50, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7490, loss_cls: 2.1102, loss: 2.1102, grad_norm: 14.5464 2021-08-17 21:30:30,479 - mmaction - INFO - Epoch [39][1520/3520] lr: 5.000e-04, eta: 6:47:38, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7365, loss_cls: 2.2012, loss: 2.2012, grad_norm: 15.2794 2021-08-17 21:30:41,970 - mmaction - INFO - Epoch [39][1540/3520] lr: 5.000e-04, eta: 6:47:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7354, loss_cls: 2.2026, loss: 2.2026, grad_norm: 15.3069 2021-08-17 21:30:53,456 - mmaction - INFO - Epoch [39][1560/3520] lr: 5.000e-04, eta: 6:47:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7729, loss_cls: 2.0026, loss: 2.0026, grad_norm: 14.1858 2021-08-17 21:31:05,034 - mmaction - INFO - Epoch [39][1580/3520] lr: 5.000e-04, eta: 6:47:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7656, loss_cls: 2.1149, loss: 2.1149, grad_norm: 14.4412 2021-08-17 21:31:16,609 - mmaction - INFO - Epoch [39][1600/3520] lr: 5.000e-04, eta: 6:46:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7406, loss_cls: 2.2145, loss: 2.2145, grad_norm: 15.3037 2021-08-17 21:31:28,102 - mmaction - INFO - Epoch [39][1620/3520] lr: 5.000e-04, eta: 6:46:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4198, top5_acc: 0.7250, loss_cls: 2.2331, loss: 2.2331, grad_norm: 14.8954 2021-08-17 21:31:39,562 - mmaction - INFO - Epoch [39][1640/3520] lr: 5.000e-04, eta: 6:46:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7615, loss_cls: 2.0462, loss: 2.0462, grad_norm: 15.0307 2021-08-17 21:31:51,231 - mmaction - INFO - Epoch [39][1660/3520] lr: 5.000e-04, eta: 6:46:13, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7406, loss_cls: 2.1797, loss: 2.1797, grad_norm: 15.7209 2021-08-17 21:32:02,855 - mmaction - INFO - Epoch [39][1680/3520] lr: 5.000e-04, eta: 6:46:01, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7740, loss_cls: 2.0818, loss: 2.0818, grad_norm: 14.7489 2021-08-17 21:32:14,339 - mmaction - INFO - Epoch [39][1700/3520] lr: 5.000e-04, eta: 6:45:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7656, loss_cls: 2.0731, loss: 2.0731, grad_norm: 15.1610 2021-08-17 21:32:25,854 - mmaction - INFO - Epoch [39][1720/3520] lr: 5.000e-04, eta: 6:45:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7667, loss_cls: 2.0420, loss: 2.0420, grad_norm: 14.3769 2021-08-17 21:32:37,357 - mmaction - INFO - Epoch [39][1740/3520] lr: 5.000e-04, eta: 6:45:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7469, loss_cls: 2.1651, loss: 2.1651, grad_norm: 15.0178 2021-08-17 21:32:48,852 - mmaction - INFO - Epoch [39][1760/3520] lr: 5.000e-04, eta: 6:45:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7583, loss_cls: 2.1199, loss: 2.1199, grad_norm: 15.1603 2021-08-17 21:33:00,397 - mmaction - INFO - Epoch [39][1780/3520] lr: 5.000e-04, eta: 6:45:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7344, loss_cls: 2.1590, loss: 2.1590, grad_norm: 14.8809 2021-08-17 21:33:11,890 - mmaction - INFO - Epoch [39][1800/3520] lr: 5.000e-04, eta: 6:44:48, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7354, loss_cls: 2.1218, loss: 2.1218, grad_norm: 15.0880 2021-08-17 21:33:23,409 - mmaction - INFO - Epoch [39][1820/3520] lr: 5.000e-04, eta: 6:44:35, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7177, loss_cls: 2.2847, loss: 2.2847, grad_norm: 15.4464 2021-08-17 21:33:34,935 - mmaction - INFO - Epoch [39][1840/3520] lr: 5.000e-04, eta: 6:44:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7479, loss_cls: 2.1282, loss: 2.1282, grad_norm: 15.1944 2021-08-17 21:33:46,472 - mmaction - INFO - Epoch [39][1860/3520] lr: 5.000e-04, eta: 6:44:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7406, loss_cls: 2.1555, loss: 2.1555, grad_norm: 14.6328 2021-08-17 21:33:58,017 - mmaction - INFO - Epoch [39][1880/3520] lr: 5.000e-04, eta: 6:43:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7562, loss_cls: 2.1214, loss: 2.1214, grad_norm: 15.1780 2021-08-17 21:34:09,578 - mmaction - INFO - Epoch [39][1900/3520] lr: 5.000e-04, eta: 6:43:47, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7646, loss_cls: 2.1516, loss: 2.1516, grad_norm: 15.6750 2021-08-17 21:34:21,057 - mmaction - INFO - Epoch [39][1920/3520] lr: 5.000e-04, eta: 6:43:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7708, loss_cls: 2.1226, loss: 2.1226, grad_norm: 15.1692 2021-08-17 21:34:32,494 - mmaction - INFO - Epoch [39][1940/3520] lr: 5.000e-04, eta: 6:43:23, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7677, loss_cls: 2.0649, loss: 2.0649, grad_norm: 14.6943 2021-08-17 21:34:44,053 - mmaction - INFO - Epoch [39][1960/3520] lr: 5.000e-04, eta: 6:43:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7417, loss_cls: 2.1725, loss: 2.1725, grad_norm: 15.6567 2021-08-17 21:34:55,621 - mmaction - INFO - Epoch [39][1980/3520] lr: 5.000e-04, eta: 6:42:58, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7271, loss_cls: 2.1886, loss: 2.1886, grad_norm: 14.5886 2021-08-17 21:35:07,173 - mmaction - INFO - Epoch [39][2000/3520] lr: 5.000e-04, eta: 6:42:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4354, top5_acc: 0.7292, loss_cls: 2.1779, loss: 2.1779, grad_norm: 15.1816 2021-08-17 21:35:18,750 - mmaction - INFO - Epoch [39][2020/3520] lr: 5.000e-04, eta: 6:42:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7240, loss_cls: 2.2515, loss: 2.2515, grad_norm: 15.1812 2021-08-17 21:35:30,249 - mmaction - INFO - Epoch [39][2040/3520] lr: 5.000e-04, eta: 6:42:22, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7469, loss_cls: 2.1041, loss: 2.1041, grad_norm: 15.1272 2021-08-17 21:35:41,768 - mmaction - INFO - Epoch [39][2060/3520] lr: 5.000e-04, eta: 6:42:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7719, loss_cls: 2.0084, loss: 2.0084, grad_norm: 14.4305 2021-08-17 21:35:53,345 - mmaction - INFO - Epoch [39][2080/3520] lr: 5.000e-04, eta: 6:41:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7500, loss_cls: 2.1386, loss: 2.1386, grad_norm: 14.8873 2021-08-17 21:36:04,939 - mmaction - INFO - Epoch [39][2100/3520] lr: 5.000e-04, eta: 6:41:45, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7375, loss_cls: 2.1308, loss: 2.1308, grad_norm: 14.8943 2021-08-17 21:36:16,546 - mmaction - INFO - Epoch [39][2120/3520] lr: 5.000e-04, eta: 6:41:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7448, loss_cls: 2.1821, loss: 2.1821, grad_norm: 14.8859 2021-08-17 21:36:28,093 - mmaction - INFO - Epoch [39][2140/3520] lr: 5.000e-04, eta: 6:41:21, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7448, loss_cls: 2.1471, loss: 2.1471, grad_norm: 14.9970 2021-08-17 21:36:39,610 - mmaction - INFO - Epoch [39][2160/3520] lr: 5.000e-04, eta: 6:41:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7531, loss_cls: 2.1218, loss: 2.1218, grad_norm: 14.9627 2021-08-17 21:36:51,240 - mmaction - INFO - Epoch [39][2180/3520] lr: 5.000e-04, eta: 6:40:57, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7531, loss_cls: 2.1185, loss: 2.1185, grad_norm: 14.9730 2021-08-17 21:37:02,718 - mmaction - INFO - Epoch [39][2200/3520] lr: 5.000e-04, eta: 6:40:45, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.1456, loss: 2.1456, grad_norm: 14.8710 2021-08-17 21:37:14,282 - mmaction - INFO - Epoch [39][2220/3520] lr: 5.000e-04, eta: 6:40:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7510, loss_cls: 2.0556, loss: 2.0556, grad_norm: 15.2273 2021-08-17 21:37:25,835 - mmaction - INFO - Epoch [39][2240/3520] lr: 5.000e-04, eta: 6:40:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7469, loss_cls: 2.1277, loss: 2.1277, grad_norm: 14.9586 2021-08-17 21:37:37,320 - mmaction - INFO - Epoch [39][2260/3520] lr: 5.000e-04, eta: 6:40:08, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7552, loss_cls: 2.1282, loss: 2.1282, grad_norm: 14.8149 2021-08-17 21:37:48,887 - mmaction - INFO - Epoch [39][2280/3520] lr: 5.000e-04, eta: 6:39:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7417, loss_cls: 2.1208, loss: 2.1208, grad_norm: 14.7899 2021-08-17 21:38:00,457 - mmaction - INFO - Epoch [39][2300/3520] lr: 5.000e-04, eta: 6:39:44, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7312, loss_cls: 2.2355, loss: 2.2355, grad_norm: 15.3670 2021-08-17 21:38:11,986 - mmaction - INFO - Epoch [39][2320/3520] lr: 5.000e-04, eta: 6:39:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7385, loss_cls: 2.1210, loss: 2.1210, grad_norm: 14.4678 2021-08-17 21:38:23,605 - mmaction - INFO - Epoch [39][2340/3520] lr: 5.000e-04, eta: 6:39:20, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7531, loss_cls: 2.0816, loss: 2.0816, grad_norm: 15.2822 2021-08-17 21:38:35,118 - mmaction - INFO - Epoch [39][2360/3520] lr: 5.000e-04, eta: 6:39:07, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7542, loss_cls: 2.1407, loss: 2.1407, grad_norm: 15.1776 2021-08-17 21:38:46,739 - mmaction - INFO - Epoch [39][2380/3520] lr: 5.000e-04, eta: 6:38:55, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7510, loss_cls: 2.1500, loss: 2.1500, grad_norm: 15.0904 2021-08-17 21:38:58,301 - mmaction - INFO - Epoch [39][2400/3520] lr: 5.000e-04, eta: 6:38:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7365, loss_cls: 2.1819, loss: 2.1819, grad_norm: 14.4401 2021-08-17 21:39:09,913 - mmaction - INFO - Epoch [39][2420/3520] lr: 5.000e-04, eta: 6:38:31, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7427, loss_cls: 2.2408, loss: 2.2408, grad_norm: 15.5458 2021-08-17 21:39:21,525 - mmaction - INFO - Epoch [39][2440/3520] lr: 5.000e-04, eta: 6:38:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7406, loss_cls: 2.1837, loss: 2.1837, grad_norm: 15.2111 2021-08-17 21:39:33,133 - mmaction - INFO - Epoch [39][2460/3520] lr: 5.000e-04, eta: 6:38:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7344, loss_cls: 2.1326, loss: 2.1326, grad_norm: 14.8477 2021-08-17 21:39:44,709 - mmaction - INFO - Epoch [39][2480/3520] lr: 5.000e-04, eta: 6:37:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7292, loss_cls: 2.2154, loss: 2.2154, grad_norm: 14.5884 2021-08-17 21:39:56,261 - mmaction - INFO - Epoch [39][2500/3520] lr: 5.000e-04, eta: 6:37:43, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7594, loss_cls: 2.0565, loss: 2.0565, grad_norm: 14.2084 2021-08-17 21:40:07,842 - mmaction - INFO - Epoch [39][2520/3520] lr: 5.000e-04, eta: 6:37:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7365, loss_cls: 2.2070, loss: 2.2070, grad_norm: 14.9020 2021-08-17 21:40:19,340 - mmaction - INFO - Epoch [39][2540/3520] lr: 5.000e-04, eta: 6:37:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7344, loss_cls: 2.1975, loss: 2.1975, grad_norm: 15.1241 2021-08-17 21:40:30,910 - mmaction - INFO - Epoch [39][2560/3520] lr: 5.000e-04, eta: 6:37:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7469, loss_cls: 2.1467, loss: 2.1467, grad_norm: 15.1029 2021-08-17 21:40:42,369 - mmaction - INFO - Epoch [39][2580/3520] lr: 5.000e-04, eta: 6:36:54, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7656, loss_cls: 2.0840, loss: 2.0840, grad_norm: 15.1237 2021-08-17 21:40:53,982 - mmaction - INFO - Epoch [39][2600/3520] lr: 5.000e-04, eta: 6:36:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7562, loss_cls: 2.1723, loss: 2.1723, grad_norm: 14.9902 2021-08-17 21:41:05,417 - mmaction - INFO - Epoch [39][2620/3520] lr: 5.000e-04, eta: 6:36:30, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7427, loss_cls: 2.1629, loss: 2.1629, grad_norm: 15.0813 2021-08-17 21:41:17,015 - mmaction - INFO - Epoch [39][2640/3520] lr: 5.000e-04, eta: 6:36:18, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7417, loss_cls: 2.1716, loss: 2.1716, grad_norm: 15.3038 2021-08-17 21:41:28,478 - mmaction - INFO - Epoch [39][2660/3520] lr: 5.000e-04, eta: 6:36:05, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.0900, loss: 2.0900, grad_norm: 14.7026 2021-08-17 21:41:39,926 - mmaction - INFO - Epoch [39][2680/3520] lr: 5.000e-04, eta: 6:35:53, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4208, top5_acc: 0.7021, loss_cls: 2.3256, loss: 2.3256, grad_norm: 15.6703 2021-08-17 21:41:51,427 - mmaction - INFO - Epoch [39][2700/3520] lr: 5.000e-04, eta: 6:35:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7583, loss_cls: 2.0970, loss: 2.0970, grad_norm: 14.5969 2021-08-17 21:42:02,988 - mmaction - INFO - Epoch [39][2720/3520] lr: 5.000e-04, eta: 6:35:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7365, loss_cls: 2.2002, loss: 2.2002, grad_norm: 15.1387 2021-08-17 21:42:14,442 - mmaction - INFO - Epoch [39][2740/3520] lr: 5.000e-04, eta: 6:35:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7375, loss_cls: 2.2151, loss: 2.2151, grad_norm: 15.3655 2021-08-17 21:42:26,084 - mmaction - INFO - Epoch [39][2760/3520] lr: 5.000e-04, eta: 6:35:05, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7438, loss_cls: 2.1477, loss: 2.1477, grad_norm: 15.1726 2021-08-17 21:42:37,566 - mmaction - INFO - Epoch [39][2780/3520] lr: 5.000e-04, eta: 6:34:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.1719, loss: 2.1719, grad_norm: 15.0416 2021-08-17 21:42:49,146 - mmaction - INFO - Epoch [39][2800/3520] lr: 5.000e-04, eta: 6:34:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7438, loss_cls: 2.1329, loss: 2.1329, grad_norm: 14.6627 2021-08-17 21:43:00,715 - mmaction - INFO - Epoch [39][2820/3520] lr: 5.000e-04, eta: 6:34:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0178, loss: 2.0178, grad_norm: 14.6255 2021-08-17 21:43:12,195 - mmaction - INFO - Epoch [39][2840/3520] lr: 5.000e-04, eta: 6:34:16, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7573, loss_cls: 2.1168, loss: 2.1168, grad_norm: 15.0464 2021-08-17 21:43:23,764 - mmaction - INFO - Epoch [39][2860/3520] lr: 5.000e-04, eta: 6:34:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7479, loss_cls: 2.1860, loss: 2.1860, grad_norm: 15.5597 2021-08-17 21:43:35,281 - mmaction - INFO - Epoch [39][2880/3520] lr: 5.000e-04, eta: 6:33:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7250, loss_cls: 2.3021, loss: 2.3021, grad_norm: 15.5800 2021-08-17 21:43:46,789 - mmaction - INFO - Epoch [39][2900/3520] lr: 5.000e-04, eta: 6:33:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7344, loss_cls: 2.2253, loss: 2.2253, grad_norm: 15.5279 2021-08-17 21:43:58,326 - mmaction - INFO - Epoch [39][2920/3520] lr: 5.000e-04, eta: 6:33:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7167, loss_cls: 2.2566, loss: 2.2566, grad_norm: 15.7782 2021-08-17 21:44:09,939 - mmaction - INFO - Epoch [39][2940/3520] lr: 5.000e-04, eta: 6:33:15, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7490, loss_cls: 2.1194, loss: 2.1194, grad_norm: 14.9029 2021-08-17 21:44:21,438 - mmaction - INFO - Epoch [39][2960/3520] lr: 5.000e-04, eta: 6:33:03, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7333, loss_cls: 2.2403, loss: 2.2403, grad_norm: 15.1774 2021-08-17 21:44:32,978 - mmaction - INFO - Epoch [39][2980/3520] lr: 5.000e-04, eta: 6:32:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7698, loss_cls: 2.1048, loss: 2.1048, grad_norm: 14.8735 2021-08-17 21:44:44,577 - mmaction - INFO - Epoch [39][3000/3520] lr: 5.000e-04, eta: 6:32:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7323, loss_cls: 2.1356, loss: 2.1356, grad_norm: 15.2132 2021-08-17 21:44:56,097 - mmaction - INFO - Epoch [39][3020/3520] lr: 5.000e-04, eta: 6:32:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4188, top5_acc: 0.7042, loss_cls: 2.2992, loss: 2.2992, grad_norm: 15.5415 2021-08-17 21:45:07,712 - mmaction - INFO - Epoch [39][3040/3520] lr: 5.000e-04, eta: 6:32:15, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7396, loss_cls: 2.1736, loss: 2.1736, grad_norm: 15.2913 2021-08-17 21:45:19,255 - mmaction - INFO - Epoch [39][3060/3520] lr: 5.000e-04, eta: 6:32:02, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4260, top5_acc: 0.7271, loss_cls: 2.2335, loss: 2.2335, grad_norm: 15.2085 2021-08-17 21:45:30,802 - mmaction - INFO - Epoch [39][3080/3520] lr: 5.000e-04, eta: 6:31:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.1491, loss: 2.1491, grad_norm: 15.3116 2021-08-17 21:45:42,356 - mmaction - INFO - Epoch [39][3100/3520] lr: 5.000e-04, eta: 6:31:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7333, loss_cls: 2.2239, loss: 2.2239, grad_norm: 15.3266 2021-08-17 21:45:53,890 - mmaction - INFO - Epoch [39][3120/3520] lr: 5.000e-04, eta: 6:31:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7396, loss_cls: 2.1559, loss: 2.1559, grad_norm: 15.1269 2021-08-17 21:46:05,462 - mmaction - INFO - Epoch [39][3140/3520] lr: 5.000e-04, eta: 6:31:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7521, loss_cls: 2.1742, loss: 2.1742, grad_norm: 14.6571 2021-08-17 21:46:16,927 - mmaction - INFO - Epoch [39][3160/3520] lr: 5.000e-04, eta: 6:31:02, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7604, loss_cls: 2.1086, loss: 2.1086, grad_norm: 15.3614 2021-08-17 21:46:28,495 - mmaction - INFO - Epoch [39][3180/3520] lr: 5.000e-04, eta: 6:30:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7354, loss_cls: 2.1309, loss: 2.1309, grad_norm: 14.6060 2021-08-17 21:46:40,031 - mmaction - INFO - Epoch [39][3200/3520] lr: 5.000e-04, eta: 6:30:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7427, loss_cls: 2.1305, loss: 2.1305, grad_norm: 15.1248 2021-08-17 21:46:51,685 - mmaction - INFO - Epoch [39][3220/3520] lr: 5.000e-04, eta: 6:30:25, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7562, loss_cls: 2.1208, loss: 2.1208, grad_norm: 14.9708 2021-08-17 21:47:03,220 - mmaction - INFO - Epoch [39][3240/3520] lr: 5.000e-04, eta: 6:30:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7302, loss_cls: 2.1972, loss: 2.1972, grad_norm: 15.2336 2021-08-17 21:47:14,770 - mmaction - INFO - Epoch [39][3260/3520] lr: 5.000e-04, eta: 6:30:01, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7365, loss_cls: 2.1522, loss: 2.1522, grad_norm: 14.8667 2021-08-17 21:47:26,406 - mmaction - INFO - Epoch [39][3280/3520] lr: 5.000e-04, eta: 6:29:49, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7635, loss_cls: 2.0849, loss: 2.0849, grad_norm: 14.6409 2021-08-17 21:47:37,996 - mmaction - INFO - Epoch [39][3300/3520] lr: 5.000e-04, eta: 6:29:37, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7479, loss_cls: 2.1391, loss: 2.1391, grad_norm: 14.3463 2021-08-17 21:47:49,637 - mmaction - INFO - Epoch [39][3320/3520] lr: 5.000e-04, eta: 6:29:25, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7448, loss_cls: 2.0945, loss: 2.0945, grad_norm: 14.8189 2021-08-17 21:48:01,101 - mmaction - INFO - Epoch [39][3340/3520] lr: 5.000e-04, eta: 6:29:13, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7375, loss_cls: 2.1745, loss: 2.1745, grad_norm: 15.3088 2021-08-17 21:48:12,635 - mmaction - INFO - Epoch [39][3360/3520] lr: 5.000e-04, eta: 6:29:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7594, loss_cls: 2.1309, loss: 2.1309, grad_norm: 14.5219 2021-08-17 21:48:24,186 - mmaction - INFO - Epoch [39][3380/3520] lr: 5.000e-04, eta: 6:28:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7583, loss_cls: 2.0865, loss: 2.0865, grad_norm: 14.6153 2021-08-17 21:48:35,767 - mmaction - INFO - Epoch [39][3400/3520] lr: 5.000e-04, eta: 6:28:36, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7365, loss_cls: 2.2104, loss: 2.2104, grad_norm: 14.7817 2021-08-17 21:48:47,269 - mmaction - INFO - Epoch [39][3420/3520] lr: 5.000e-04, eta: 6:28:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7396, loss_cls: 2.1771, loss: 2.1771, grad_norm: 14.3547 2021-08-17 21:48:58,845 - mmaction - INFO - Epoch [39][3440/3520] lr: 5.000e-04, eta: 6:28:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7552, loss_cls: 2.0866, loss: 2.0866, grad_norm: 15.1546 2021-08-17 21:49:10,339 - mmaction - INFO - Epoch [39][3460/3520] lr: 5.000e-04, eta: 6:28:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7312, loss_cls: 2.2101, loss: 2.2101, grad_norm: 15.2338 2021-08-17 21:49:21,917 - mmaction - INFO - Epoch [39][3480/3520] lr: 5.000e-04, eta: 6:27:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7542, loss_cls: 2.1108, loss: 2.1108, grad_norm: 14.5815 2021-08-17 21:49:33,456 - mmaction - INFO - Epoch [39][3500/3520] lr: 5.000e-04, eta: 6:27:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7312, loss_cls: 2.2300, loss: 2.2300, grad_norm: 15.5046 2021-08-17 21:49:44,546 - mmaction - INFO - Epoch [39][3520/3520] lr: 5.000e-04, eta: 6:27:23, time: 0.554, data_time: 0.002, memory: 8335, top1_acc: 0.4446, top5_acc: 0.7543, loss_cls: 2.1526, loss: 2.1526, grad_norm: 14.1714 2021-08-17 21:49:54,375 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-08-17 21:52:00,420 - mmaction - INFO - Epoch [40][20/3520] lr: 5.000e-04, eta: 6:27:43, time: 6.256, data_time: 5.657, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7750, loss_cls: 2.0542, loss: 2.0542, grad_norm: 15.0153 2021-08-17 21:52:11,888 - mmaction - INFO - Epoch [40][40/3520] lr: 5.000e-04, eta: 6:27:31, time: 0.574, data_time: 0.006, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.1224, loss: 2.1224, grad_norm: 15.0838 2021-08-17 21:52:23,424 - mmaction - INFO - Epoch [40][60/3520] lr: 5.000e-04, eta: 6:27:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7740, loss_cls: 2.0167, loss: 2.0167, grad_norm: 14.9116 2021-08-17 21:52:35,025 - mmaction - INFO - Epoch [40][80/3520] lr: 5.000e-04, eta: 6:27:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7740, loss_cls: 2.0373, loss: 2.0373, grad_norm: 15.0420 2021-08-17 21:52:46,532 - mmaction - INFO - Epoch [40][100/3520] lr: 5.000e-04, eta: 6:26:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7396, loss_cls: 2.1293, loss: 2.1293, grad_norm: 14.8664 2021-08-17 21:52:58,085 - mmaction - INFO - Epoch [40][120/3520] lr: 5.000e-04, eta: 6:26:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7448, loss_cls: 2.1524, loss: 2.1524, grad_norm: 14.7340 2021-08-17 21:53:09,520 - mmaction - INFO - Epoch [40][140/3520] lr: 5.000e-04, eta: 6:26:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7521, loss_cls: 2.1124, loss: 2.1124, grad_norm: 14.6244 2021-08-17 21:53:21,142 - mmaction - INFO - Epoch [40][160/3520] lr: 5.000e-04, eta: 6:26:18, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7490, loss_cls: 2.1252, loss: 2.1252, grad_norm: 15.2682 2021-08-17 21:53:32,658 - mmaction - INFO - Epoch [40][180/3520] lr: 5.000e-04, eta: 6:26:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7552, loss_cls: 2.1452, loss: 2.1452, grad_norm: 15.0639 2021-08-17 21:53:44,115 - mmaction - INFO - Epoch [40][200/3520] lr: 5.000e-04, eta: 6:25:54, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7646, loss_cls: 2.1141, loss: 2.1141, grad_norm: 14.7218 2021-08-17 21:53:55,645 - mmaction - INFO - Epoch [40][220/3520] lr: 5.000e-04, eta: 6:25:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7594, loss_cls: 2.0791, loss: 2.0791, grad_norm: 14.6521 2021-08-17 21:54:07,181 - mmaction - INFO - Epoch [40][240/3520] lr: 5.000e-04, eta: 6:25:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7573, loss_cls: 2.0506, loss: 2.0506, grad_norm: 14.7497 2021-08-17 21:54:18,671 - mmaction - INFO - Epoch [40][260/3520] lr: 5.000e-04, eta: 6:25:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.0522, loss: 2.0522, grad_norm: 14.3715 2021-08-17 21:54:30,212 - mmaction - INFO - Epoch [40][280/3520] lr: 5.000e-04, eta: 6:25:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7448, loss_cls: 2.0882, loss: 2.0882, grad_norm: 14.3401 2021-08-17 21:54:41,806 - mmaction - INFO - Epoch [40][300/3520] lr: 5.000e-04, eta: 6:24:53, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7396, loss_cls: 2.1929, loss: 2.1929, grad_norm: 15.6426 2021-08-17 21:54:53,334 - mmaction - INFO - Epoch [40][320/3520] lr: 5.000e-04, eta: 6:24:41, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7677, loss_cls: 2.0322, loss: 2.0322, grad_norm: 14.3081 2021-08-17 21:55:04,846 - mmaction - INFO - Epoch [40][340/3520] lr: 5.000e-04, eta: 6:24:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7562, loss_cls: 2.1267, loss: 2.1267, grad_norm: 14.6983 2021-08-17 21:55:16,405 - mmaction - INFO - Epoch [40][360/3520] lr: 5.000e-04, eta: 6:24:16, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7719, loss_cls: 2.0485, loss: 2.0485, grad_norm: 14.4380 2021-08-17 21:55:27,907 - mmaction - INFO - Epoch [40][380/3520] lr: 5.000e-04, eta: 6:24:04, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7490, loss_cls: 2.0781, loss: 2.0781, grad_norm: 14.8777 2021-08-17 21:55:39,420 - mmaction - INFO - Epoch [40][400/3520] lr: 5.000e-04, eta: 6:23:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7542, loss_cls: 2.0975, loss: 2.0975, grad_norm: 15.2379 2021-08-17 21:55:51,028 - mmaction - INFO - Epoch [40][420/3520] lr: 5.000e-04, eta: 6:23:40, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7740, loss_cls: 2.0430, loss: 2.0430, grad_norm: 14.8665 2021-08-17 21:56:02,688 - mmaction - INFO - Epoch [40][440/3520] lr: 5.000e-04, eta: 6:23:28, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7469, loss_cls: 2.1313, loss: 2.1313, grad_norm: 14.8316 2021-08-17 21:56:14,209 - mmaction - INFO - Epoch [40][460/3520] lr: 5.000e-04, eta: 6:23:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7667, loss_cls: 2.0823, loss: 2.0823, grad_norm: 14.5793 2021-08-17 21:56:25,826 - mmaction - INFO - Epoch [40][480/3520] lr: 5.000e-04, eta: 6:23:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7552, loss_cls: 2.0785, loss: 2.0785, grad_norm: 14.9262 2021-08-17 21:56:37,431 - mmaction - INFO - Epoch [40][500/3520] lr: 5.000e-04, eta: 6:22:51, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7500, loss_cls: 2.1562, loss: 2.1562, grad_norm: 15.5251 2021-08-17 21:56:49,001 - mmaction - INFO - Epoch [40][520/3520] lr: 5.000e-04, eta: 6:22:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7698, loss_cls: 2.0751, loss: 2.0751, grad_norm: 15.0862 2021-08-17 21:57:00,458 - mmaction - INFO - Epoch [40][540/3520] lr: 5.000e-04, eta: 6:22:27, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7573, loss_cls: 2.0915, loss: 2.0915, grad_norm: 14.6745 2021-08-17 21:57:11,999 - mmaction - INFO - Epoch [40][560/3520] lr: 5.000e-04, eta: 6:22:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7406, loss_cls: 2.1542, loss: 2.1542, grad_norm: 15.5371 2021-08-17 21:57:23,502 - mmaction - INFO - Epoch [40][580/3520] lr: 5.000e-04, eta: 6:22:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7479, loss_cls: 2.1525, loss: 2.1525, grad_norm: 14.9833 2021-08-17 21:57:35,177 - mmaction - INFO - Epoch [40][600/3520] lr: 5.000e-04, eta: 6:21:51, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7656, loss_cls: 2.1149, loss: 2.1149, grad_norm: 14.9911 2021-08-17 21:57:46,793 - mmaction - INFO - Epoch [40][620/3520] lr: 5.000e-04, eta: 6:21:38, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7552, loss_cls: 2.1190, loss: 2.1190, grad_norm: 15.5162 2021-08-17 21:57:58,364 - mmaction - INFO - Epoch [40][640/3520] lr: 5.000e-04, eta: 6:21:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7271, loss_cls: 2.1797, loss: 2.1797, grad_norm: 15.3397 2021-08-17 21:58:09,860 - mmaction - INFO - Epoch [40][660/3520] lr: 5.000e-04, eta: 6:21:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7396, loss_cls: 2.1430, loss: 2.1430, grad_norm: 14.9911 2021-08-17 21:58:21,357 - mmaction - INFO - Epoch [40][680/3520] lr: 5.000e-04, eta: 6:21:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7573, loss_cls: 2.1374, loss: 2.1374, grad_norm: 15.1433 2021-08-17 21:58:32,892 - mmaction - INFO - Epoch [40][700/3520] lr: 5.000e-04, eta: 6:20:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7490, loss_cls: 2.1094, loss: 2.1094, grad_norm: 15.4878 2021-08-17 21:58:44,373 - mmaction - INFO - Epoch [40][720/3520] lr: 5.000e-04, eta: 6:20:38, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.1598, loss: 2.1598, grad_norm: 14.8064 2021-08-17 21:58:55,867 - mmaction - INFO - Epoch [40][740/3520] lr: 5.000e-04, eta: 6:20:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7323, loss_cls: 2.1673, loss: 2.1673, grad_norm: 15.5814 2021-08-17 21:59:07,343 - mmaction - INFO - Epoch [40][760/3520] lr: 5.000e-04, eta: 6:20:13, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7417, loss_cls: 2.1367, loss: 2.1367, grad_norm: 15.0867 2021-08-17 21:59:18,824 - mmaction - INFO - Epoch [40][780/3520] lr: 5.000e-04, eta: 6:20:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7396, loss_cls: 2.1695, loss: 2.1695, grad_norm: 15.1017 2021-08-17 21:59:30,350 - mmaction - INFO - Epoch [40][800/3520] lr: 5.000e-04, eta: 6:19:49, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7542, loss_cls: 2.1691, loss: 2.1691, grad_norm: 15.1108 2021-08-17 21:59:41,912 - mmaction - INFO - Epoch [40][820/3520] lr: 5.000e-04, eta: 6:19:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7677, loss_cls: 2.0138, loss: 2.0138, grad_norm: 15.0541 2021-08-17 21:59:53,458 - mmaction - INFO - Epoch [40][840/3520] lr: 5.000e-04, eta: 6:19:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7354, loss_cls: 2.1579, loss: 2.1579, grad_norm: 15.6070 2021-08-17 22:00:04,986 - mmaction - INFO - Epoch [40][860/3520] lr: 5.000e-04, eta: 6:19:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7448, loss_cls: 2.1750, loss: 2.1750, grad_norm: 15.1617 2021-08-17 22:00:16,595 - mmaction - INFO - Epoch [40][880/3520] lr: 5.000e-04, eta: 6:19:00, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7417, loss_cls: 2.1956, loss: 2.1956, grad_norm: 15.9773 2021-08-17 22:00:28,075 - mmaction - INFO - Epoch [40][900/3520] lr: 5.000e-04, eta: 6:18:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7469, loss_cls: 2.1490, loss: 2.1490, grad_norm: 14.9780 2021-08-17 22:00:39,588 - mmaction - INFO - Epoch [40][920/3520] lr: 5.000e-04, eta: 6:18:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7448, loss_cls: 2.1453, loss: 2.1453, grad_norm: 15.1275 2021-08-17 22:00:51,080 - mmaction - INFO - Epoch [40][940/3520] lr: 5.000e-04, eta: 6:18:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7719, loss_cls: 2.0572, loss: 2.0572, grad_norm: 14.8138 2021-08-17 22:01:02,587 - mmaction - INFO - Epoch [40][960/3520] lr: 5.000e-04, eta: 6:18:12, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7677, loss_cls: 2.1290, loss: 2.1290, grad_norm: 15.5093 2021-08-17 22:01:14,140 - mmaction - INFO - Epoch [40][980/3520] lr: 5.000e-04, eta: 6:18:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7646, loss_cls: 2.1175, loss: 2.1175, grad_norm: 14.9137 2021-08-17 22:01:25,748 - mmaction - INFO - Epoch [40][1000/3520] lr: 5.000e-04, eta: 6:17:48, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7385, loss_cls: 2.1146, loss: 2.1146, grad_norm: 14.2536 2021-08-17 22:01:37,308 - mmaction - INFO - Epoch [40][1020/3520] lr: 5.000e-04, eta: 6:17:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7521, loss_cls: 2.1599, loss: 2.1599, grad_norm: 14.9745 2021-08-17 22:01:48,837 - mmaction - INFO - Epoch [40][1040/3520] lr: 5.000e-04, eta: 6:17:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7479, loss_cls: 2.1355, loss: 2.1355, grad_norm: 15.2314 2021-08-17 22:02:00,487 - mmaction - INFO - Epoch [40][1060/3520] lr: 5.000e-04, eta: 6:17:11, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4375, top5_acc: 0.7427, loss_cls: 2.2096, loss: 2.2096, grad_norm: 15.7537 2021-08-17 22:02:11,989 - mmaction - INFO - Epoch [40][1080/3520] lr: 5.000e-04, eta: 6:16:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7458, loss_cls: 2.1614, loss: 2.1614, grad_norm: 14.8940 2021-08-17 22:02:23,514 - mmaction - INFO - Epoch [40][1100/3520] lr: 5.000e-04, eta: 6:16:47, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7656, loss_cls: 2.0799, loss: 2.0799, grad_norm: 15.0099 2021-08-17 22:02:34,958 - mmaction - INFO - Epoch [40][1120/3520] lr: 5.000e-04, eta: 6:16:35, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7615, loss_cls: 2.0745, loss: 2.0745, grad_norm: 14.8098 2021-08-17 22:02:46,596 - mmaction - INFO - Epoch [40][1140/3520] lr: 5.000e-04, eta: 6:16:22, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7656, loss_cls: 2.0972, loss: 2.0972, grad_norm: 14.7060 2021-08-17 22:02:58,139 - mmaction - INFO - Epoch [40][1160/3520] lr: 5.000e-04, eta: 6:16:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.1908, loss: 2.1908, grad_norm: 14.9676 2021-08-17 22:03:09,724 - mmaction - INFO - Epoch [40][1180/3520] lr: 5.000e-04, eta: 6:15:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7625, loss_cls: 2.0712, loss: 2.0712, grad_norm: 14.8893 2021-08-17 22:03:21,228 - mmaction - INFO - Epoch [40][1200/3520] lr: 5.000e-04, eta: 6:15:46, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7656, loss_cls: 2.0626, loss: 2.0626, grad_norm: 14.8345 2021-08-17 22:03:32,762 - mmaction - INFO - Epoch [40][1220/3520] lr: 5.000e-04, eta: 6:15:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7521, loss_cls: 2.2035, loss: 2.2035, grad_norm: 15.4123 2021-08-17 22:03:44,286 - mmaction - INFO - Epoch [40][1240/3520] lr: 5.000e-04, eta: 6:15:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.0773, loss: 2.0773, grad_norm: 14.2824 2021-08-17 22:03:55,831 - mmaction - INFO - Epoch [40][1260/3520] lr: 5.000e-04, eta: 6:15:10, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7656, loss_cls: 2.0878, loss: 2.0878, grad_norm: 14.5587 2021-08-17 22:04:07,361 - mmaction - INFO - Epoch [40][1280/3520] lr: 5.000e-04, eta: 6:14:57, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7667, loss_cls: 2.1074, loss: 2.1074, grad_norm: 15.3706 2021-08-17 22:04:19,116 - mmaction - INFO - Epoch [40][1300/3520] lr: 5.000e-04, eta: 6:14:45, time: 0.589, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7396, loss_cls: 2.0805, loss: 2.0805, grad_norm: 14.4832 2021-08-17 22:04:30,671 - mmaction - INFO - Epoch [40][1320/3520] lr: 5.000e-04, eta: 6:14:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7302, loss_cls: 2.1637, loss: 2.1637, grad_norm: 15.5723 2021-08-17 22:04:42,177 - mmaction - INFO - Epoch [40][1340/3520] lr: 5.000e-04, eta: 6:14:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7385, loss_cls: 2.1414, loss: 2.1414, grad_norm: 15.1487 2021-08-17 22:04:53,697 - mmaction - INFO - Epoch [40][1360/3520] lr: 5.000e-04, eta: 6:14:09, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7542, loss_cls: 2.0782, loss: 2.0782, grad_norm: 15.2394 2021-08-17 22:05:05,209 - mmaction - INFO - Epoch [40][1380/3520] lr: 5.000e-04, eta: 6:13:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7708, loss_cls: 2.0219, loss: 2.0219, grad_norm: 15.2524 2021-08-17 22:05:16,778 - mmaction - INFO - Epoch [40][1400/3520] lr: 5.000e-04, eta: 6:13:45, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7375, loss_cls: 2.1706, loss: 2.1706, grad_norm: 15.0441 2021-08-17 22:05:28,350 - mmaction - INFO - Epoch [40][1420/3520] lr: 5.000e-04, eta: 6:13:32, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0344, loss: 2.0344, grad_norm: 15.1976 2021-08-17 22:05:39,853 - mmaction - INFO - Epoch [40][1440/3520] lr: 5.000e-04, eta: 6:13:20, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7448, loss_cls: 2.1160, loss: 2.1160, grad_norm: 15.0760 2021-08-17 22:05:51,468 - mmaction - INFO - Epoch [40][1460/3520] lr: 5.000e-04, eta: 6:13:08, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7635, loss_cls: 2.1283, loss: 2.1283, grad_norm: 15.0620 2021-08-17 22:06:03,098 - mmaction - INFO - Epoch [40][1480/3520] lr: 5.000e-04, eta: 6:12:56, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7365, loss_cls: 2.1686, loss: 2.1686, grad_norm: 15.0684 2021-08-17 22:06:14,600 - mmaction - INFO - Epoch [40][1500/3520] lr: 5.000e-04, eta: 6:12:44, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7583, loss_cls: 2.1199, loss: 2.1199, grad_norm: 15.8831 2021-08-17 22:06:26,155 - mmaction - INFO - Epoch [40][1520/3520] lr: 5.000e-04, eta: 6:12:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7760, loss_cls: 2.0595, loss: 2.0595, grad_norm: 15.0273 2021-08-17 22:06:37,694 - mmaction - INFO - Epoch [40][1540/3520] lr: 5.000e-04, eta: 6:12:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7625, loss_cls: 2.1095, loss: 2.1095, grad_norm: 15.2343 2021-08-17 22:06:49,252 - mmaction - INFO - Epoch [40][1560/3520] lr: 5.000e-04, eta: 6:12:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7448, loss_cls: 2.1493, loss: 2.1493, grad_norm: 15.8804 2021-08-17 22:07:00,724 - mmaction - INFO - Epoch [40][1580/3520] lr: 5.000e-04, eta: 6:11:55, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7615, loss_cls: 2.0905, loss: 2.0905, grad_norm: 15.4648 2021-08-17 22:07:12,272 - mmaction - INFO - Epoch [40][1600/3520] lr: 5.000e-04, eta: 6:11:43, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7365, loss_cls: 2.1533, loss: 2.1533, grad_norm: 14.8167 2021-08-17 22:07:23,792 - mmaction - INFO - Epoch [40][1620/3520] lr: 5.000e-04, eta: 6:11:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7552, loss_cls: 2.1900, loss: 2.1900, grad_norm: 15.5400 2021-08-17 22:07:35,344 - mmaction - INFO - Epoch [40][1640/3520] lr: 5.000e-04, eta: 6:11:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7729, loss_cls: 2.0503, loss: 2.0503, grad_norm: 15.0348 2021-08-17 22:07:46,862 - mmaction - INFO - Epoch [40][1660/3520] lr: 5.000e-04, eta: 6:11:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7490, loss_cls: 2.1365, loss: 2.1365, grad_norm: 15.1114 2021-08-17 22:07:58,434 - mmaction - INFO - Epoch [40][1680/3520] lr: 5.000e-04, eta: 6:10:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7552, loss_cls: 2.1042, loss: 2.1042, grad_norm: 15.0746 2021-08-17 22:08:10,020 - mmaction - INFO - Epoch [40][1700/3520] lr: 5.000e-04, eta: 6:10:42, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7531, loss_cls: 2.1366, loss: 2.1366, grad_norm: 15.6976 2021-08-17 22:08:21,617 - mmaction - INFO - Epoch [40][1720/3520] lr: 5.000e-04, eta: 6:10:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7573, loss_cls: 2.1461, loss: 2.1461, grad_norm: 15.1989 2021-08-17 22:08:33,119 - mmaction - INFO - Epoch [40][1740/3520] lr: 5.000e-04, eta: 6:10:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7625, loss_cls: 2.0367, loss: 2.0367, grad_norm: 15.8839 2021-08-17 22:08:44,642 - mmaction - INFO - Epoch [40][1760/3520] lr: 5.000e-04, eta: 6:10:06, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7458, loss_cls: 2.1466, loss: 2.1466, grad_norm: 15.8385 2021-08-17 22:08:56,229 - mmaction - INFO - Epoch [40][1780/3520] lr: 5.000e-04, eta: 6:09:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7427, loss_cls: 2.1769, loss: 2.1769, grad_norm: 15.8109 2021-08-17 22:09:07,797 - mmaction - INFO - Epoch [40][1800/3520] lr: 5.000e-04, eta: 6:09:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4448, top5_acc: 0.7542, loss_cls: 2.1328, loss: 2.1328, grad_norm: 15.6396 2021-08-17 22:09:19,237 - mmaction - INFO - Epoch [40][1820/3520] lr: 5.000e-04, eta: 6:09:30, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7469, loss_cls: 2.1387, loss: 2.1387, grad_norm: 15.6373 2021-08-17 22:09:30,801 - mmaction - INFO - Epoch [40][1840/3520] lr: 5.000e-04, eta: 6:09:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7375, loss_cls: 2.1884, loss: 2.1884, grad_norm: 15.1340 2021-08-17 22:09:42,390 - mmaction - INFO - Epoch [40][1860/3520] lr: 5.000e-04, eta: 6:09:05, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7458, loss_cls: 2.1116, loss: 2.1116, grad_norm: 15.2331 2021-08-17 22:09:53,855 - mmaction - INFO - Epoch [40][1880/3520] lr: 5.000e-04, eta: 6:08:53, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.0965, loss: 2.0965, grad_norm: 14.9012 2021-08-17 22:10:05,411 - mmaction - INFO - Epoch [40][1900/3520] lr: 5.000e-04, eta: 6:08:41, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7562, loss_cls: 2.0981, loss: 2.0981, grad_norm: 15.3685 2021-08-17 22:10:16,921 - mmaction - INFO - Epoch [40][1920/3520] lr: 5.000e-04, eta: 6:08:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4125, top5_acc: 0.7344, loss_cls: 2.2160, loss: 2.2160, grad_norm: 15.2512 2021-08-17 22:10:28,411 - mmaction - INFO - Epoch [40][1940/3520] lr: 5.000e-04, eta: 6:08:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7667, loss_cls: 2.0894, loss: 2.0894, grad_norm: 15.0591 2021-08-17 22:10:40,038 - mmaction - INFO - Epoch [40][1960/3520] lr: 5.000e-04, eta: 6:08:05, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7438, loss_cls: 2.1670, loss: 2.1670, grad_norm: 15.5787 2021-08-17 22:10:51,548 - mmaction - INFO - Epoch [40][1980/3520] lr: 5.000e-04, eta: 6:07:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7604, loss_cls: 2.1101, loss: 2.1101, grad_norm: 15.3299 2021-08-17 22:11:03,150 - mmaction - INFO - Epoch [40][2000/3520] lr: 5.000e-04, eta: 6:07:40, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4250, top5_acc: 0.7271, loss_cls: 2.2498, loss: 2.2498, grad_norm: 15.0070 2021-08-17 22:11:14,771 - mmaction - INFO - Epoch [40][2020/3520] lr: 5.000e-04, eta: 6:07:28, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7510, loss_cls: 2.1591, loss: 2.1591, grad_norm: 15.5767 2021-08-17 22:11:26,341 - mmaction - INFO - Epoch [40][2040/3520] lr: 5.000e-04, eta: 6:07:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4427, top5_acc: 0.7573, loss_cls: 2.1588, loss: 2.1588, grad_norm: 15.0910 2021-08-17 22:11:37,898 - mmaction - INFO - Epoch [40][2060/3520] lr: 5.000e-04, eta: 6:07:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7729, loss_cls: 2.0550, loss: 2.0550, grad_norm: 15.8054 2021-08-17 22:11:49,430 - mmaction - INFO - Epoch [40][2080/3520] lr: 5.000e-04, eta: 6:06:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7604, loss_cls: 2.1239, loss: 2.1239, grad_norm: 15.1118 2021-08-17 22:12:00,966 - mmaction - INFO - Epoch [40][2100/3520] lr: 5.000e-04, eta: 6:06:40, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7458, loss_cls: 2.1019, loss: 2.1019, grad_norm: 14.8667 2021-08-17 22:12:12,681 - mmaction - INFO - Epoch [40][2120/3520] lr: 5.000e-04, eta: 6:06:28, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7573, loss_cls: 2.1051, loss: 2.1051, grad_norm: 15.0896 2021-08-17 22:12:24,189 - mmaction - INFO - Epoch [40][2140/3520] lr: 5.000e-04, eta: 6:06:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7365, loss_cls: 2.1745, loss: 2.1745, grad_norm: 15.3171 2021-08-17 22:12:35,759 - mmaction - INFO - Epoch [40][2160/3520] lr: 5.000e-04, eta: 6:06:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7521, loss_cls: 2.1098, loss: 2.1098, grad_norm: 15.2984 2021-08-17 22:12:47,297 - mmaction - INFO - Epoch [40][2180/3520] lr: 5.000e-04, eta: 6:05:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7250, loss_cls: 2.1954, loss: 2.1954, grad_norm: 15.6908 2021-08-17 22:12:58,883 - mmaction - INFO - Epoch [40][2200/3520] lr: 5.000e-04, eta: 6:05:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7406, loss_cls: 2.1630, loss: 2.1630, grad_norm: 15.5597 2021-08-17 22:13:10,469 - mmaction - INFO - Epoch [40][2220/3520] lr: 5.000e-04, eta: 6:05:27, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4000, top5_acc: 0.7135, loss_cls: 2.2792, loss: 2.2792, grad_norm: 15.2743 2021-08-17 22:13:22,025 - mmaction - INFO - Epoch [40][2240/3520] lr: 5.000e-04, eta: 6:05:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7458, loss_cls: 2.1204, loss: 2.1204, grad_norm: 15.1100 2021-08-17 22:13:33,525 - mmaction - INFO - Epoch [40][2260/3520] lr: 5.000e-04, eta: 6:05:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4344, top5_acc: 0.7417, loss_cls: 2.2039, loss: 2.2039, grad_norm: 15.4725 2021-08-17 22:13:45,108 - mmaction - INFO - Epoch [40][2280/3520] lr: 5.000e-04, eta: 6:04:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7635, loss_cls: 2.0438, loss: 2.0438, grad_norm: 15.0296 2021-08-17 22:13:56,698 - mmaction - INFO - Epoch [40][2300/3520] lr: 5.000e-04, eta: 6:04:38, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7396, loss_cls: 2.2079, loss: 2.2079, grad_norm: 15.7809 2021-08-17 22:14:08,303 - mmaction - INFO - Epoch [40][2320/3520] lr: 5.000e-04, eta: 6:04:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7677, loss_cls: 2.0055, loss: 2.0055, grad_norm: 14.1639 2021-08-17 22:14:19,916 - mmaction - INFO - Epoch [40][2340/3520] lr: 5.000e-04, eta: 6:04:14, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7604, loss_cls: 2.0395, loss: 2.0395, grad_norm: 14.4254 2021-08-17 22:14:31,441 - mmaction - INFO - Epoch [40][2360/3520] lr: 5.000e-04, eta: 6:04:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7573, loss_cls: 2.1070, loss: 2.1070, grad_norm: 15.1890 2021-08-17 22:14:43,005 - mmaction - INFO - Epoch [40][2380/3520] lr: 5.000e-04, eta: 6:03:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7521, loss_cls: 2.1371, loss: 2.1371, grad_norm: 15.3687 2021-08-17 22:14:54,560 - mmaction - INFO - Epoch [40][2400/3520] lr: 5.000e-04, eta: 6:03:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7500, loss_cls: 2.0471, loss: 2.0471, grad_norm: 14.5586 2021-08-17 22:15:06,060 - mmaction - INFO - Epoch [40][2420/3520] lr: 5.000e-04, eta: 6:03:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7552, loss_cls: 2.1135, loss: 2.1135, grad_norm: 15.3582 2021-08-17 22:15:17,672 - mmaction - INFO - Epoch [40][2440/3520] lr: 5.000e-04, eta: 6:03:13, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7542, loss_cls: 2.1436, loss: 2.1436, grad_norm: 15.2471 2021-08-17 22:15:29,152 - mmaction - INFO - Epoch [40][2460/3520] lr: 5.000e-04, eta: 6:03:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7333, loss_cls: 2.1912, loss: 2.1912, grad_norm: 15.5021 2021-08-17 22:15:40,777 - mmaction - INFO - Epoch [40][2480/3520] lr: 5.000e-04, eta: 6:02:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7719, loss_cls: 2.1271, loss: 2.1271, grad_norm: 15.4484 2021-08-17 22:15:52,292 - mmaction - INFO - Epoch [40][2500/3520] lr: 5.000e-04, eta: 6:02:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7531, loss_cls: 2.1061, loss: 2.1061, grad_norm: 15.7969 2021-08-17 22:16:03,858 - mmaction - INFO - Epoch [40][2520/3520] lr: 5.000e-04, eta: 6:02:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7344, loss_cls: 2.2014, loss: 2.2014, grad_norm: 15.6537 2021-08-17 22:16:15,443 - mmaction - INFO - Epoch [40][2540/3520] lr: 5.000e-04, eta: 6:02:13, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7708, loss_cls: 2.0914, loss: 2.0914, grad_norm: 15.4789 2021-08-17 22:16:26,991 - mmaction - INFO - Epoch [40][2560/3520] lr: 5.000e-04, eta: 6:02:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7510, loss_cls: 2.1640, loss: 2.1640, grad_norm: 15.7155 2021-08-17 22:16:38,586 - mmaction - INFO - Epoch [40][2580/3520] lr: 5.000e-04, eta: 6:01:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2295, loss: 2.2295, grad_norm: 15.8150 2021-08-17 22:16:50,125 - mmaction - INFO - Epoch [40][2600/3520] lr: 5.000e-04, eta: 6:01:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4417, top5_acc: 0.7427, loss_cls: 2.1484, loss: 2.1484, grad_norm: 15.5589 2021-08-17 22:17:01,654 - mmaction - INFO - Epoch [40][2620/3520] lr: 5.000e-04, eta: 6:01:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7479, loss_cls: 2.0703, loss: 2.0703, grad_norm: 14.6410 2021-08-17 22:17:13,227 - mmaction - INFO - Epoch [40][2640/3520] lr: 5.000e-04, eta: 6:01:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4323, top5_acc: 0.7354, loss_cls: 2.1868, loss: 2.1868, grad_norm: 15.2924 2021-08-17 22:17:24,707 - mmaction - INFO - Epoch [40][2660/3520] lr: 5.000e-04, eta: 6:01:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7698, loss_cls: 2.0700, loss: 2.0700, grad_norm: 14.8021 2021-08-17 22:17:36,226 - mmaction - INFO - Epoch [40][2680/3520] lr: 5.000e-04, eta: 6:00:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7708, loss_cls: 2.0692, loss: 2.0692, grad_norm: 14.7175 2021-08-17 22:17:47,761 - mmaction - INFO - Epoch [40][2700/3520] lr: 5.000e-04, eta: 6:00:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7438, loss_cls: 2.1167, loss: 2.1167, grad_norm: 15.2268 2021-08-17 22:17:59,335 - mmaction - INFO - Epoch [40][2720/3520] lr: 5.000e-04, eta: 6:00:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7604, loss_cls: 2.1621, loss: 2.1621, grad_norm: 15.6974 2021-08-17 22:18:10,914 - mmaction - INFO - Epoch [40][2740/3520] lr: 5.000e-04, eta: 6:00:11, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7417, loss_cls: 2.1838, loss: 2.1838, grad_norm: 15.3176 2021-08-17 22:18:22,428 - mmaction - INFO - Epoch [40][2760/3520] lr: 5.000e-04, eta: 5:59:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7510, loss_cls: 2.0872, loss: 2.0872, grad_norm: 14.4392 2021-08-17 22:18:33,926 - mmaction - INFO - Epoch [40][2780/3520] lr: 5.000e-04, eta: 5:59:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7531, loss_cls: 2.1114, loss: 2.1114, grad_norm: 14.8415 2021-08-17 22:18:45,515 - mmaction - INFO - Epoch [40][2800/3520] lr: 5.000e-04, eta: 5:59:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7240, loss_cls: 2.2528, loss: 2.2528, grad_norm: 15.8998 2021-08-17 22:18:57,028 - mmaction - INFO - Epoch [40][2820/3520] lr: 5.000e-04, eta: 5:59:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4531, top5_acc: 0.7469, loss_cls: 2.1115, loss: 2.1115, grad_norm: 14.5433 2021-08-17 22:19:08,568 - mmaction - INFO - Epoch [40][2840/3520] lr: 5.000e-04, eta: 5:59:11, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7469, loss_cls: 2.1527, loss: 2.1527, grad_norm: 15.5450 2021-08-17 22:19:20,229 - mmaction - INFO - Epoch [40][2860/3520] lr: 5.000e-04, eta: 5:58:59, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7417, loss_cls: 2.1831, loss: 2.1831, grad_norm: 15.2926 2021-08-17 22:19:31,776 - mmaction - INFO - Epoch [40][2880/3520] lr: 5.000e-04, eta: 5:58:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7448, loss_cls: 2.1027, loss: 2.1027, grad_norm: 14.7701 2021-08-17 22:19:43,392 - mmaction - INFO - Epoch [40][2900/3520] lr: 5.000e-04, eta: 5:58:34, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.4458, top5_acc: 0.7542, loss_cls: 2.0880, loss: 2.0880, grad_norm: 15.3557 2021-08-17 22:19:54,910 - mmaction - INFO - Epoch [40][2920/3520] lr: 5.000e-04, eta: 5:58:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7271, loss_cls: 2.2088, loss: 2.2088, grad_norm: 15.7591 2021-08-17 22:20:06,433 - mmaction - INFO - Epoch [40][2940/3520] lr: 5.000e-04, eta: 5:58:10, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7292, loss_cls: 2.1768, loss: 2.1768, grad_norm: 15.4449 2021-08-17 22:20:18,008 - mmaction - INFO - Epoch [40][2960/3520] lr: 5.000e-04, eta: 5:57:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7365, loss_cls: 2.1672, loss: 2.1672, grad_norm: 15.2522 2021-08-17 22:20:29,605 - mmaction - INFO - Epoch [40][2980/3520] lr: 5.000e-04, eta: 5:57:46, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7448, loss_cls: 2.1345, loss: 2.1345, grad_norm: 14.9712 2021-08-17 22:20:41,176 - mmaction - INFO - Epoch [40][3000/3520] lr: 5.000e-04, eta: 5:57:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4313, top5_acc: 0.7385, loss_cls: 2.1982, loss: 2.1982, grad_norm: 15.3505 2021-08-17 22:20:52,690 - mmaction - INFO - Epoch [40][3020/3520] lr: 5.000e-04, eta: 5:57:22, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7417, loss_cls: 2.1513, loss: 2.1513, grad_norm: 15.0128 2021-08-17 22:21:04,305 - mmaction - INFO - Epoch [40][3040/3520] lr: 5.000e-04, eta: 5:57:10, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4333, top5_acc: 0.7604, loss_cls: 2.1584, loss: 2.1584, grad_norm: 14.9721 2021-08-17 22:21:15,844 - mmaction - INFO - Epoch [40][3060/3520] lr: 5.000e-04, eta: 5:56:57, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7323, loss_cls: 2.1768, loss: 2.1768, grad_norm: 15.1640 2021-08-17 22:21:27,351 - mmaction - INFO - Epoch [40][3080/3520] lr: 5.000e-04, eta: 5:56:45, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7500, loss_cls: 2.1872, loss: 2.1872, grad_norm: 15.5096 2021-08-17 22:21:38,886 - mmaction - INFO - Epoch [40][3100/3520] lr: 5.000e-04, eta: 5:56:33, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7385, loss_cls: 2.1295, loss: 2.1295, grad_norm: 15.2577 2021-08-17 22:21:50,464 - mmaction - INFO - Epoch [40][3120/3520] lr: 5.000e-04, eta: 5:56:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7385, loss_cls: 2.1799, loss: 2.1799, grad_norm: 15.7696 2021-08-17 22:22:02,055 - mmaction - INFO - Epoch [40][3140/3520] lr: 5.000e-04, eta: 5:56:09, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7177, loss_cls: 2.2406, loss: 2.2406, grad_norm: 15.3776 2021-08-17 22:22:13,650 - mmaction - INFO - Epoch [40][3160/3520] lr: 5.000e-04, eta: 5:55:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7573, loss_cls: 2.1091, loss: 2.1091, grad_norm: 14.8207 2021-08-17 22:22:25,131 - mmaction - INFO - Epoch [40][3180/3520] lr: 5.000e-04, eta: 5:55:45, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4281, top5_acc: 0.7312, loss_cls: 2.1882, loss: 2.1882, grad_norm: 15.3741 2021-08-17 22:22:36,676 - mmaction - INFO - Epoch [40][3200/3520] lr: 5.000e-04, eta: 5:55:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4302, top5_acc: 0.7333, loss_cls: 2.2303, loss: 2.2303, grad_norm: 15.5890 2021-08-17 22:22:48,246 - mmaction - INFO - Epoch [40][3220/3520] lr: 5.000e-04, eta: 5:55:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7552, loss_cls: 2.1407, loss: 2.1407, grad_norm: 14.9201 2021-08-17 22:22:59,766 - mmaction - INFO - Epoch [40][3240/3520] lr: 5.000e-04, eta: 5:55:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7562, loss_cls: 2.1584, loss: 2.1584, grad_norm: 15.2064 2021-08-17 22:23:11,288 - mmaction - INFO - Epoch [40][3260/3520] lr: 5.000e-04, eta: 5:54:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7490, loss_cls: 2.0903, loss: 2.0903, grad_norm: 14.7040 2021-08-17 22:23:22,781 - mmaction - INFO - Epoch [40][3280/3520] lr: 5.000e-04, eta: 5:54:44, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7333, loss_cls: 2.1700, loss: 2.1700, grad_norm: 15.3358 2021-08-17 22:23:34,387 - mmaction - INFO - Epoch [40][3300/3520] lr: 5.000e-04, eta: 5:54:32, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4365, top5_acc: 0.7438, loss_cls: 2.1882, loss: 2.1882, grad_norm: 15.5044 2021-08-17 22:23:46,037 - mmaction - INFO - Epoch [40][3320/3520] lr: 5.000e-04, eta: 5:54:20, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7688, loss_cls: 2.0736, loss: 2.0736, grad_norm: 15.0462 2021-08-17 22:23:57,563 - mmaction - INFO - Epoch [40][3340/3520] lr: 5.000e-04, eta: 5:54:08, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7365, loss_cls: 2.1705, loss: 2.1705, grad_norm: 15.1856 2021-08-17 22:24:09,157 - mmaction - INFO - Epoch [40][3360/3520] lr: 5.000e-04, eta: 5:53:55, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4406, top5_acc: 0.7552, loss_cls: 2.0819, loss: 2.0819, grad_norm: 15.2667 2021-08-17 22:24:20,700 - mmaction - INFO - Epoch [40][3380/3520] lr: 5.000e-04, eta: 5:53:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4219, top5_acc: 0.7458, loss_cls: 2.1778, loss: 2.1778, grad_norm: 15.7262 2021-08-17 22:24:32,288 - mmaction - INFO - Epoch [40][3400/3520] lr: 5.000e-04, eta: 5:53:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7719, loss_cls: 2.0571, loss: 2.0571, grad_norm: 14.9020 2021-08-17 22:24:43,843 - mmaction - INFO - Epoch [40][3420/3520] lr: 5.000e-04, eta: 5:53:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7469, loss_cls: 2.1412, loss: 2.1412, grad_norm: 15.1221 2021-08-17 22:24:55,356 - mmaction - INFO - Epoch [40][3440/3520] lr: 5.000e-04, eta: 5:53:07, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4385, top5_acc: 0.7604, loss_cls: 2.1399, loss: 2.1399, grad_norm: 15.0362 2021-08-17 22:25:06,850 - mmaction - INFO - Epoch [40][3460/3520] lr: 5.000e-04, eta: 5:52:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7510, loss_cls: 2.0976, loss: 2.0976, grad_norm: 14.9504 2021-08-17 22:25:18,498 - mmaction - INFO - Epoch [40][3480/3520] lr: 5.000e-04, eta: 5:52:43, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7385, loss_cls: 2.1448, loss: 2.1448, grad_norm: 15.6730 2021-08-17 22:25:29,981 - mmaction - INFO - Epoch [40][3500/3520] lr: 5.000e-04, eta: 5:52:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4479, top5_acc: 0.7458, loss_cls: 2.2028, loss: 2.2028, grad_norm: 15.3342 2021-08-17 22:25:41,087 - mmaction - INFO - Epoch [40][3520/3520] lr: 5.000e-04, eta: 5:52:18, time: 0.554, data_time: 0.002, memory: 8335, top1_acc: 0.4304, top5_acc: 0.7391, loss_cls: 2.1721, loss: 2.1721, grad_norm: 15.2661 2021-08-17 22:29:20,929 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-17 22:29:21,417 - mmaction - INFO - top1_acc 0.2556 top5_acc 0.5495 2021-08-17 22:29:21,417 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-17 22:29:21,479 - mmaction - INFO - mean_acc 0.1959 2021-08-17 22:29:22,651 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_40.pth. 2021-08-17 22:29:22,652 - mmaction - INFO - Best top1_acc is 0.2556 at 40 epoch. 2021-08-17 22:29:22,673 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-08-17 22:29:23,538 - mmaction - INFO - Epoch(val) [40][259] top1_acc: 0.2556, top5_acc: 0.5495, mean_class_accuracy: 0.1959 2021-08-17 22:30:40,383 - mmaction - INFO - Epoch [41][20/3520] lr: 5.000e-05, eta: 5:52:23, time: 3.840, data_time: 3.239, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7667, loss_cls: 2.0110, loss: 2.0110, grad_norm: 14.6966 2021-08-17 22:30:51,883 - mmaction - INFO - Epoch [41][40/3520] lr: 5.000e-05, eta: 5:52:10, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7469, loss_cls: 2.1395, loss: 2.1395, grad_norm: 14.9081 2021-08-17 22:31:03,369 - mmaction - INFO - Epoch [41][60/3520] lr: 5.000e-05, eta: 5:51:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7510, loss_cls: 2.0898, loss: 2.0898, grad_norm: 14.6334 2021-08-17 22:31:14,876 - mmaction - INFO - Epoch [41][80/3520] lr: 5.000e-05, eta: 5:51:46, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7708, loss_cls: 2.0188, loss: 2.0188, grad_norm: 14.5660 2021-08-17 22:31:26,363 - mmaction - INFO - Epoch [41][100/3520] lr: 5.000e-05, eta: 5:51:34, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7604, loss_cls: 2.0646, loss: 2.0646, grad_norm: 14.5482 2021-08-17 22:31:37,874 - mmaction - INFO - Epoch [41][120/3520] lr: 5.000e-05, eta: 5:51:22, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7719, loss_cls: 2.0727, loss: 2.0727, grad_norm: 15.0226 2021-08-17 22:31:49,446 - mmaction - INFO - Epoch [41][140/3520] lr: 5.000e-05, eta: 5:51:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7740, loss_cls: 2.0618, loss: 2.0618, grad_norm: 14.9077 2021-08-17 22:32:00,963 - mmaction - INFO - Epoch [41][160/3520] lr: 5.000e-05, eta: 5:50:57, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7469, loss_cls: 2.0582, loss: 2.0582, grad_norm: 14.5917 2021-08-17 22:32:12,442 - mmaction - INFO - Epoch [41][180/3520] lr: 5.000e-05, eta: 5:50:45, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7552, loss_cls: 2.0318, loss: 2.0318, grad_norm: 14.8903 2021-08-17 22:32:23,990 - mmaction - INFO - Epoch [41][200/3520] lr: 5.000e-05, eta: 5:50:33, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7729, loss_cls: 2.0617, loss: 2.0617, grad_norm: 15.2097 2021-08-17 22:32:35,437 - mmaction - INFO - Epoch [41][220/3520] lr: 5.000e-05, eta: 5:50:21, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7635, loss_cls: 2.0790, loss: 2.0790, grad_norm: 14.3712 2021-08-17 22:32:46,971 - mmaction - INFO - Epoch [41][240/3520] lr: 5.000e-05, eta: 5:50:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7604, loss_cls: 2.0786, loss: 2.0786, grad_norm: 15.5412 2021-08-17 22:32:58,566 - mmaction - INFO - Epoch [41][260/3520] lr: 5.000e-05, eta: 5:49:57, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7656, loss_cls: 2.0321, loss: 2.0321, grad_norm: 14.9434 2021-08-17 22:33:10,176 - mmaction - INFO - Epoch [41][280/3520] lr: 5.000e-05, eta: 5:49:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7792, loss_cls: 2.0046, loss: 2.0046, grad_norm: 14.6384 2021-08-17 22:33:21,757 - mmaction - INFO - Epoch [41][300/3520] lr: 5.000e-05, eta: 5:49:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7823, loss_cls: 1.9006, loss: 1.9006, grad_norm: 14.2135 2021-08-17 22:33:33,313 - mmaction - INFO - Epoch [41][320/3520] lr: 5.000e-05, eta: 5:49:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7552, loss_cls: 2.0803, loss: 2.0803, grad_norm: 14.8714 2021-08-17 22:33:44,827 - mmaction - INFO - Epoch [41][340/3520] lr: 5.000e-05, eta: 5:49:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7635, loss_cls: 2.0141, loss: 2.0141, grad_norm: 15.0410 2021-08-17 22:33:56,393 - mmaction - INFO - Epoch [41][360/3520] lr: 5.000e-05, eta: 5:48:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7458, loss_cls: 2.1364, loss: 2.1364, grad_norm: 15.4489 2021-08-17 22:34:07,823 - mmaction - INFO - Epoch [41][380/3520] lr: 5.000e-05, eta: 5:48:44, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7625, loss_cls: 2.0518, loss: 2.0518, grad_norm: 15.0169 2021-08-17 22:34:19,316 - mmaction - INFO - Epoch [41][400/3520] lr: 5.000e-05, eta: 5:48:32, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7552, loss_cls: 2.0223, loss: 2.0223, grad_norm: 14.4666 2021-08-17 22:34:30,880 - mmaction - INFO - Epoch [41][420/3520] lr: 5.000e-05, eta: 5:48:20, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.0458, loss: 2.0458, grad_norm: 14.8905 2021-08-17 22:34:42,405 - mmaction - INFO - Epoch [41][440/3520] lr: 5.000e-05, eta: 5:48:08, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7865, loss_cls: 1.9725, loss: 1.9725, grad_norm: 14.1252 2021-08-17 22:34:54,050 - mmaction - INFO - Epoch [41][460/3520] lr: 5.000e-05, eta: 5:47:55, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7906, loss_cls: 1.9739, loss: 1.9739, grad_norm: 14.6279 2021-08-17 22:35:05,651 - mmaction - INFO - Epoch [41][480/3520] lr: 5.000e-05, eta: 5:47:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7781, loss_cls: 2.0062, loss: 2.0062, grad_norm: 14.5260 2021-08-17 22:35:17,124 - mmaction - INFO - Epoch [41][500/3520] lr: 5.000e-05, eta: 5:47:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7677, loss_cls: 2.0516, loss: 2.0516, grad_norm: 15.2883 2021-08-17 22:35:28,630 - mmaction - INFO - Epoch [41][520/3520] lr: 5.000e-05, eta: 5:47:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7573, loss_cls: 2.0310, loss: 2.0310, grad_norm: 14.3043 2021-08-17 22:35:40,173 - mmaction - INFO - Epoch [41][540/3520] lr: 5.000e-05, eta: 5:47:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7698, loss_cls: 2.0247, loss: 2.0247, grad_norm: 15.1039 2021-08-17 22:35:51,645 - mmaction - INFO - Epoch [41][560/3520] lr: 5.000e-05, eta: 5:46:55, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7510, loss_cls: 2.1179, loss: 2.1179, grad_norm: 15.5344 2021-08-17 22:36:03,153 - mmaction - INFO - Epoch [41][580/3520] lr: 5.000e-05, eta: 5:46:43, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7479, loss_cls: 2.1332, loss: 2.1332, grad_norm: 14.9175 2021-08-17 22:36:14,658 - mmaction - INFO - Epoch [41][600/3520] lr: 5.000e-05, eta: 5:46:30, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7510, loss_cls: 2.1008, loss: 2.1008, grad_norm: 14.8078 2021-08-17 22:36:26,172 - mmaction - INFO - Epoch [41][620/3520] lr: 5.000e-05, eta: 5:46:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7688, loss_cls: 2.0421, loss: 2.0421, grad_norm: 15.3361 2021-08-17 22:36:37,732 - mmaction - INFO - Epoch [41][640/3520] lr: 5.000e-05, eta: 5:46:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7583, loss_cls: 2.0414, loss: 2.0414, grad_norm: 14.5944 2021-08-17 22:36:49,264 - mmaction - INFO - Epoch [41][660/3520] lr: 5.000e-05, eta: 5:45:54, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7750, loss_cls: 2.0154, loss: 2.0154, grad_norm: 15.2242 2021-08-17 22:37:00,784 - mmaction - INFO - Epoch [41][680/3520] lr: 5.000e-05, eta: 5:45:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7375, loss_cls: 2.1505, loss: 2.1505, grad_norm: 15.6640 2021-08-17 22:37:12,282 - mmaction - INFO - Epoch [41][700/3520] lr: 5.000e-05, eta: 5:45:30, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0072, loss: 2.0072, grad_norm: 14.7377 2021-08-17 22:37:23,914 - mmaction - INFO - Epoch [41][720/3520] lr: 5.000e-05, eta: 5:45:18, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7740, loss_cls: 1.9887, loss: 1.9887, grad_norm: 14.6983 2021-08-17 22:37:35,363 - mmaction - INFO - Epoch [41][740/3520] lr: 5.000e-05, eta: 5:45:05, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4594, top5_acc: 0.7844, loss_cls: 2.0042, loss: 2.0042, grad_norm: 14.8659 2021-08-17 22:37:47,007 - mmaction - INFO - Epoch [41][760/3520] lr: 5.000e-05, eta: 5:44:53, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7604, loss_cls: 1.9732, loss: 1.9732, grad_norm: 14.5173 2021-08-17 22:37:58,579 - mmaction - INFO - Epoch [41][780/3520] lr: 5.000e-05, eta: 5:44:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7458, loss_cls: 2.0960, loss: 2.0960, grad_norm: 14.8958 2021-08-17 22:38:10,186 - mmaction - INFO - Epoch [41][800/3520] lr: 5.000e-05, eta: 5:44:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7833, loss_cls: 1.9327, loss: 1.9327, grad_norm: 14.7346 2021-08-17 22:38:21,657 - mmaction - INFO - Epoch [41][820/3520] lr: 5.000e-05, eta: 5:44:17, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7594, loss_cls: 2.0450, loss: 2.0450, grad_norm: 14.9473 2021-08-17 22:38:33,265 - mmaction - INFO - Epoch [41][840/3520] lr: 5.000e-05, eta: 5:44:05, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7885, loss_cls: 1.9873, loss: 1.9873, grad_norm: 14.9554 2021-08-17 22:38:44,798 - mmaction - INFO - Epoch [41][860/3520] lr: 5.000e-05, eta: 5:43:53, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7490, loss_cls: 2.1102, loss: 2.1102, grad_norm: 15.7861 2021-08-17 22:38:56,356 - mmaction - INFO - Epoch [41][880/3520] lr: 5.000e-05, eta: 5:43:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7604, loss_cls: 2.0128, loss: 2.0128, grad_norm: 14.5367 2021-08-17 22:39:07,848 - mmaction - INFO - Epoch [41][900/3520] lr: 5.000e-05, eta: 5:43:28, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7698, loss_cls: 1.9934, loss: 1.9934, grad_norm: 14.3914 2021-08-17 22:39:19,450 - mmaction - INFO - Epoch [41][920/3520] lr: 5.000e-05, eta: 5:43:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.0892, loss: 2.0892, grad_norm: 14.8744 2021-08-17 22:39:30,964 - mmaction - INFO - Epoch [41][940/3520] lr: 5.000e-05, eta: 5:43:04, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7677, loss_cls: 2.0456, loss: 2.0456, grad_norm: 15.2540 2021-08-17 22:39:42,500 - mmaction - INFO - Epoch [41][960/3520] lr: 5.000e-05, eta: 5:42:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7729, loss_cls: 2.0507, loss: 2.0507, grad_norm: 14.6233 2021-08-17 22:39:54,065 - mmaction - INFO - Epoch [41][980/3520] lr: 5.000e-05, eta: 5:42:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7729, loss_cls: 2.0234, loss: 2.0234, grad_norm: 14.4611 2021-08-17 22:40:05,585 - mmaction - INFO - Epoch [41][1000/3520] lr: 5.000e-05, eta: 5:42:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7812, loss_cls: 2.0079, loss: 2.0079, grad_norm: 15.2522 2021-08-17 22:40:17,118 - mmaction - INFO - Epoch [41][1020/3520] lr: 5.000e-05, eta: 5:42:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7594, loss_cls: 2.0165, loss: 2.0165, grad_norm: 14.4917 2021-08-17 22:40:28,638 - mmaction - INFO - Epoch [41][1040/3520] lr: 5.000e-05, eta: 5:42:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7667, loss_cls: 2.0156, loss: 2.0156, grad_norm: 14.9215 2021-08-17 22:40:40,260 - mmaction - INFO - Epoch [41][1060/3520] lr: 5.000e-05, eta: 5:41:51, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7854, loss_cls: 1.9599, loss: 1.9599, grad_norm: 14.7223 2021-08-17 22:40:51,781 - mmaction - INFO - Epoch [41][1080/3520] lr: 5.000e-05, eta: 5:41:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7885, loss_cls: 1.9668, loss: 1.9668, grad_norm: 15.0126 2021-08-17 22:41:03,364 - mmaction - INFO - Epoch [41][1100/3520] lr: 5.000e-05, eta: 5:41:27, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7625, loss_cls: 2.0491, loss: 2.0491, grad_norm: 14.7853 2021-08-17 22:41:14,949 - mmaction - INFO - Epoch [41][1120/3520] lr: 5.000e-05, eta: 5:41:15, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7740, loss_cls: 1.9869, loss: 1.9869, grad_norm: 14.3097 2021-08-17 22:41:26,437 - mmaction - INFO - Epoch [41][1140/3520] lr: 5.000e-05, eta: 5:41:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7635, loss_cls: 2.0292, loss: 2.0292, grad_norm: 15.1899 2021-08-17 22:41:38,016 - mmaction - INFO - Epoch [41][1160/3520] lr: 5.000e-05, eta: 5:40:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7823, loss_cls: 1.9816, loss: 1.9816, grad_norm: 15.0666 2021-08-17 22:41:49,525 - mmaction - INFO - Epoch [41][1180/3520] lr: 5.000e-05, eta: 5:40:39, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7927, loss_cls: 1.9259, loss: 1.9259, grad_norm: 14.4463 2021-08-17 22:42:01,089 - mmaction - INFO - Epoch [41][1200/3520] lr: 5.000e-05, eta: 5:40:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7812, loss_cls: 1.9986, loss: 1.9986, grad_norm: 14.5738 2021-08-17 22:42:12,573 - mmaction - INFO - Epoch [41][1220/3520] lr: 5.000e-05, eta: 5:40:14, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7594, loss_cls: 2.0528, loss: 2.0528, grad_norm: 14.8705 2021-08-17 22:42:24,149 - mmaction - INFO - Epoch [41][1240/3520] lr: 5.000e-05, eta: 5:40:02, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7865, loss_cls: 1.9604, loss: 1.9604, grad_norm: 14.8590 2021-08-17 22:42:35,634 - mmaction - INFO - Epoch [41][1260/3520] lr: 5.000e-05, eta: 5:39:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7781, loss_cls: 1.9643, loss: 1.9643, grad_norm: 14.3306 2021-08-17 22:42:47,177 - mmaction - INFO - Epoch [41][1280/3520] lr: 5.000e-05, eta: 5:39:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7552, loss_cls: 2.0792, loss: 2.0792, grad_norm: 15.2997 2021-08-17 22:42:58,776 - mmaction - INFO - Epoch [41][1300/3520] lr: 5.000e-05, eta: 5:39:26, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7698, loss_cls: 2.0101, loss: 2.0101, grad_norm: 14.6299 2021-08-17 22:43:10,236 - mmaction - INFO - Epoch [41][1320/3520] lr: 5.000e-05, eta: 5:39:14, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7750, loss_cls: 1.9785, loss: 1.9785, grad_norm: 15.0029 2021-08-17 22:43:21,703 - mmaction - INFO - Epoch [41][1340/3520] lr: 5.000e-05, eta: 5:39:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7573, loss_cls: 2.0309, loss: 2.0309, grad_norm: 14.5124 2021-08-17 22:43:33,206 - mmaction - INFO - Epoch [41][1360/3520] lr: 5.000e-05, eta: 5:38:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7531, loss_cls: 2.0648, loss: 2.0648, grad_norm: 14.9460 2021-08-17 22:43:44,752 - mmaction - INFO - Epoch [41][1380/3520] lr: 5.000e-05, eta: 5:38:37, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7719, loss_cls: 1.9716, loss: 1.9716, grad_norm: 14.4000 2021-08-17 22:43:56,304 - mmaction - INFO - Epoch [41][1400/3520] lr: 5.000e-05, eta: 5:38:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7740, loss_cls: 2.0217, loss: 2.0217, grad_norm: 15.0883 2021-08-17 22:44:07,870 - mmaction - INFO - Epoch [41][1420/3520] lr: 5.000e-05, eta: 5:38:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7656, loss_cls: 2.0225, loss: 2.0225, grad_norm: 15.0242 2021-08-17 22:44:19,380 - mmaction - INFO - Epoch [41][1440/3520] lr: 5.000e-05, eta: 5:38:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7844, loss_cls: 1.9875, loss: 1.9875, grad_norm: 14.6742 2021-08-17 22:44:30,908 - mmaction - INFO - Epoch [41][1460/3520] lr: 5.000e-05, eta: 5:37:49, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7729, loss_cls: 2.0420, loss: 2.0420, grad_norm: 14.4670 2021-08-17 22:44:42,396 - mmaction - INFO - Epoch [41][1480/3520] lr: 5.000e-05, eta: 5:37:37, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7604, loss_cls: 2.0385, loss: 2.0385, grad_norm: 14.8425 2021-08-17 22:44:53,984 - mmaction - INFO - Epoch [41][1500/3520] lr: 5.000e-05, eta: 5:37:25, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7656, loss_cls: 2.0213, loss: 2.0213, grad_norm: 15.0317 2021-08-17 22:45:05,486 - mmaction - INFO - Epoch [41][1520/3520] lr: 5.000e-05, eta: 5:37:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7906, loss_cls: 1.9295, loss: 1.9295, grad_norm: 14.5110 2021-08-17 22:45:17,004 - mmaction - INFO - Epoch [41][1540/3520] lr: 5.000e-05, eta: 5:37:00, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7708, loss_cls: 2.0038, loss: 2.0038, grad_norm: 14.8625 2021-08-17 22:45:28,574 - mmaction - INFO - Epoch [41][1560/3520] lr: 5.000e-05, eta: 5:36:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7781, loss_cls: 1.9649, loss: 1.9649, grad_norm: 15.1124 2021-08-17 22:45:40,111 - mmaction - INFO - Epoch [41][1580/3520] lr: 5.000e-05, eta: 5:36:36, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7875, loss_cls: 1.8725, loss: 1.8725, grad_norm: 14.7022 2021-08-17 22:45:51,624 - mmaction - INFO - Epoch [41][1600/3520] lr: 5.000e-05, eta: 5:36:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7969, loss_cls: 1.9448, loss: 1.9448, grad_norm: 13.8990 2021-08-17 22:46:03,171 - mmaction - INFO - Epoch [41][1620/3520] lr: 5.000e-05, eta: 5:36:12, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7573, loss_cls: 2.0173, loss: 2.0173, grad_norm: 15.2290 2021-08-17 22:46:14,695 - mmaction - INFO - Epoch [41][1640/3520] lr: 5.000e-05, eta: 5:36:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7604, loss_cls: 2.0836, loss: 2.0836, grad_norm: 15.1000 2021-08-17 22:46:26,226 - mmaction - INFO - Epoch [41][1660/3520] lr: 5.000e-05, eta: 5:35:48, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7604, loss_cls: 2.0184, loss: 2.0184, grad_norm: 15.1594 2021-08-17 22:46:37,776 - mmaction - INFO - Epoch [41][1680/3520] lr: 5.000e-05, eta: 5:35:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7854, loss_cls: 1.9834, loss: 1.9834, grad_norm: 14.6358 2021-08-17 22:46:49,293 - mmaction - INFO - Epoch [41][1700/3520] lr: 5.000e-05, eta: 5:35:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7802, loss_cls: 1.9450, loss: 1.9450, grad_norm: 14.6208 2021-08-17 22:47:00,866 - mmaction - INFO - Epoch [41][1720/3520] lr: 5.000e-05, eta: 5:35:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0908, loss: 2.0908, grad_norm: 14.9654 2021-08-17 22:47:12,393 - mmaction - INFO - Epoch [41][1740/3520] lr: 5.000e-05, eta: 5:34:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7646, loss_cls: 2.0281, loss: 2.0281, grad_norm: 14.6592 2021-08-17 22:47:23,930 - mmaction - INFO - Epoch [41][1760/3520] lr: 5.000e-05, eta: 5:34:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7552, loss_cls: 2.0862, loss: 2.0862, grad_norm: 14.9505 2021-08-17 22:47:35,518 - mmaction - INFO - Epoch [41][1780/3520] lr: 5.000e-05, eta: 5:34:35, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7927, loss_cls: 1.9981, loss: 1.9981, grad_norm: 14.7825 2021-08-17 22:47:47,019 - mmaction - INFO - Epoch [41][1800/3520] lr: 5.000e-05, eta: 5:34:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7531, loss_cls: 2.0733, loss: 2.0733, grad_norm: 15.0295 2021-08-17 22:47:58,495 - mmaction - INFO - Epoch [41][1820/3520] lr: 5.000e-05, eta: 5:34:10, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7729, loss_cls: 1.9750, loss: 1.9750, grad_norm: 14.6725 2021-08-17 22:48:10,046 - mmaction - INFO - Epoch [41][1840/3520] lr: 5.000e-05, eta: 5:33:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.8021, loss_cls: 1.9110, loss: 1.9110, grad_norm: 14.4121 2021-08-17 22:48:21,508 - mmaction - INFO - Epoch [41][1860/3520] lr: 5.000e-05, eta: 5:33:46, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9687, loss: 1.9687, grad_norm: 14.7891 2021-08-17 22:48:33,078 - mmaction - INFO - Epoch [41][1880/3520] lr: 5.000e-05, eta: 5:33:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7771, loss_cls: 1.9610, loss: 1.9610, grad_norm: 14.6597 2021-08-17 22:48:44,556 - mmaction - INFO - Epoch [41][1900/3520] lr: 5.000e-05, eta: 5:33:22, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7781, loss_cls: 1.9999, loss: 1.9999, grad_norm: 14.8144 2021-08-17 22:48:56,087 - mmaction - INFO - Epoch [41][1920/3520] lr: 5.000e-05, eta: 5:33:10, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7729, loss_cls: 1.9933, loss: 1.9933, grad_norm: 14.5465 2021-08-17 22:49:07,588 - mmaction - INFO - Epoch [41][1940/3520] lr: 5.000e-05, eta: 5:32:58, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 1.9550, loss: 1.9550, grad_norm: 14.6817 2021-08-17 22:49:19,231 - mmaction - INFO - Epoch [41][1960/3520] lr: 5.000e-05, eta: 5:32:46, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7823, loss_cls: 1.9467, loss: 1.9467, grad_norm: 14.5422 2021-08-17 22:49:30,803 - mmaction - INFO - Epoch [41][1980/3520] lr: 5.000e-05, eta: 5:32:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7698, loss_cls: 1.9928, loss: 1.9928, grad_norm: 14.8524 2021-08-17 22:49:42,364 - mmaction - INFO - Epoch [41][2000/3520] lr: 5.000e-05, eta: 5:32:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7937, loss_cls: 1.9920, loss: 1.9920, grad_norm: 14.5889 2021-08-17 22:49:53,909 - mmaction - INFO - Epoch [41][2020/3520] lr: 5.000e-05, eta: 5:32:09, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7604, loss_cls: 2.0676, loss: 2.0676, grad_norm: 15.0204 2021-08-17 22:50:05,426 - mmaction - INFO - Epoch [41][2040/3520] lr: 5.000e-05, eta: 5:31:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7937, loss_cls: 1.9802, loss: 1.9802, grad_norm: 14.9517 2021-08-17 22:50:16,927 - mmaction - INFO - Epoch [41][2060/3520] lr: 5.000e-05, eta: 5:31:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7750, loss_cls: 1.9799, loss: 1.9799, grad_norm: 15.2206 2021-08-17 22:50:28,444 - mmaction - INFO - Epoch [41][2080/3520] lr: 5.000e-05, eta: 5:31:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7698, loss_cls: 2.0293, loss: 2.0293, grad_norm: 14.8229 2021-08-17 22:50:39,950 - mmaction - INFO - Epoch [41][2100/3520] lr: 5.000e-05, eta: 5:31:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7625, loss_cls: 2.0792, loss: 2.0792, grad_norm: 14.8744 2021-08-17 22:50:51,600 - mmaction - INFO - Epoch [41][2120/3520] lr: 5.000e-05, eta: 5:31:09, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7844, loss_cls: 1.9117, loss: 1.9117, grad_norm: 14.0150 2021-08-17 22:51:03,148 - mmaction - INFO - Epoch [41][2140/3520] lr: 5.000e-05, eta: 5:30:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7802, loss_cls: 1.9479, loss: 1.9479, grad_norm: 14.8622 2021-08-17 22:51:14,658 - mmaction - INFO - Epoch [41][2160/3520] lr: 5.000e-05, eta: 5:30:44, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7698, loss_cls: 2.0116, loss: 2.0116, grad_norm: 14.9144 2021-08-17 22:51:26,194 - mmaction - INFO - Epoch [41][2180/3520] lr: 5.000e-05, eta: 5:30:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.8031, loss_cls: 1.9621, loss: 1.9621, grad_norm: 14.4530 2021-08-17 22:51:37,744 - mmaction - INFO - Epoch [41][2200/3520] lr: 5.000e-05, eta: 5:30:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7667, loss_cls: 2.0448, loss: 2.0448, grad_norm: 15.5750 2021-08-17 22:51:49,212 - mmaction - INFO - Epoch [41][2220/3520] lr: 5.000e-05, eta: 5:30:08, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7635, loss_cls: 2.0859, loss: 2.0859, grad_norm: 14.5199 2021-08-17 22:52:00,805 - mmaction - INFO - Epoch [41][2240/3520] lr: 5.000e-05, eta: 5:29:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7896, loss_cls: 1.9491, loss: 1.9491, grad_norm: 14.5542 2021-08-17 22:52:12,328 - mmaction - INFO - Epoch [41][2260/3520] lr: 5.000e-05, eta: 5:29:44, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7719, loss_cls: 1.9893, loss: 1.9893, grad_norm: 15.2009 2021-08-17 22:52:23,899 - mmaction - INFO - Epoch [41][2280/3520] lr: 5.000e-05, eta: 5:29:32, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7542, loss_cls: 2.0722, loss: 2.0722, grad_norm: 14.8037 2021-08-17 22:52:35,387 - mmaction - INFO - Epoch [41][2300/3520] lr: 5.000e-05, eta: 5:29:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7583, loss_cls: 2.0838, loss: 2.0838, grad_norm: 15.2694 2021-08-17 22:52:46,946 - mmaction - INFO - Epoch [41][2320/3520] lr: 5.000e-05, eta: 5:29:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7698, loss_cls: 2.0596, loss: 2.0596, grad_norm: 14.9928 2021-08-17 22:52:58,490 - mmaction - INFO - Epoch [41][2340/3520] lr: 5.000e-05, eta: 5:28:55, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7875, loss_cls: 1.9684, loss: 1.9684, grad_norm: 14.9272 2021-08-17 22:53:10,017 - mmaction - INFO - Epoch [41][2360/3520] lr: 5.000e-05, eta: 5:28:43, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7750, loss_cls: 1.9604, loss: 1.9604, grad_norm: 14.8253 2021-08-17 22:53:21,586 - mmaction - INFO - Epoch [41][2380/3520] lr: 5.000e-05, eta: 5:28:31, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 2.0100, loss: 2.0100, grad_norm: 14.7177 2021-08-17 22:53:33,214 - mmaction - INFO - Epoch [41][2400/3520] lr: 5.000e-05, eta: 5:28:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7917, loss_cls: 1.8937, loss: 1.8937, grad_norm: 14.4237 2021-08-17 22:53:44,772 - mmaction - INFO - Epoch [41][2420/3520] lr: 5.000e-05, eta: 5:28:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7698, loss_cls: 2.0545, loss: 2.0545, grad_norm: 15.3269 2021-08-17 22:53:56,302 - mmaction - INFO - Epoch [41][2440/3520] lr: 5.000e-05, eta: 5:27:55, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7542, loss_cls: 2.0501, loss: 2.0501, grad_norm: 15.2408 2021-08-17 22:54:07,842 - mmaction - INFO - Epoch [41][2460/3520] lr: 5.000e-05, eta: 5:27:43, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7615, loss_cls: 2.0507, loss: 2.0507, grad_norm: 15.0410 2021-08-17 22:54:19,352 - mmaction - INFO - Epoch [41][2480/3520] lr: 5.000e-05, eta: 5:27:30, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5375, top5_acc: 0.7927, loss_cls: 1.8976, loss: 1.8976, grad_norm: 14.5923 2021-08-17 22:54:30,935 - mmaction - INFO - Epoch [41][2500/3520] lr: 5.000e-05, eta: 5:27:18, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7552, loss_cls: 2.0081, loss: 2.0081, grad_norm: 14.7676 2021-08-17 22:54:42,586 - mmaction - INFO - Epoch [41][2520/3520] lr: 5.000e-05, eta: 5:27:06, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7865, loss_cls: 1.9393, loss: 1.9393, grad_norm: 14.8673 2021-08-17 22:54:54,106 - mmaction - INFO - Epoch [41][2540/3520] lr: 5.000e-05, eta: 5:26:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7844, loss_cls: 1.9568, loss: 1.9568, grad_norm: 15.2641 2021-08-17 22:55:05,628 - mmaction - INFO - Epoch [41][2560/3520] lr: 5.000e-05, eta: 5:26:42, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7688, loss_cls: 2.0659, loss: 2.0659, grad_norm: 15.5255 2021-08-17 22:55:17,086 - mmaction - INFO - Epoch [41][2580/3520] lr: 5.000e-05, eta: 5:26:30, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7594, loss_cls: 2.0261, loss: 2.0261, grad_norm: 15.3225 2021-08-17 22:55:28,624 - mmaction - INFO - Epoch [41][2600/3520] lr: 5.000e-05, eta: 5:26:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7583, loss_cls: 2.0543, loss: 2.0543, grad_norm: 15.1016 2021-08-17 22:55:40,187 - mmaction - INFO - Epoch [41][2620/3520] lr: 5.000e-05, eta: 5:26:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7719, loss_cls: 1.9613, loss: 1.9613, grad_norm: 14.8873 2021-08-17 22:55:51,771 - mmaction - INFO - Epoch [41][2640/3520] lr: 5.000e-05, eta: 5:25:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7656, loss_cls: 2.0068, loss: 2.0068, grad_norm: 14.5221 2021-08-17 22:56:03,295 - mmaction - INFO - Epoch [41][2660/3520] lr: 5.000e-05, eta: 5:25:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7677, loss_cls: 1.9810, loss: 1.9810, grad_norm: 15.0406 2021-08-17 22:56:14,918 - mmaction - INFO - Epoch [41][2680/3520] lr: 5.000e-05, eta: 5:25:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7802, loss_cls: 1.9455, loss: 1.9455, grad_norm: 14.7553 2021-08-17 22:56:26,440 - mmaction - INFO - Epoch [41][2700/3520] lr: 5.000e-05, eta: 5:25:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7656, loss_cls: 2.0393, loss: 2.0393, grad_norm: 14.9414 2021-08-17 22:56:37,955 - mmaction - INFO - Epoch [41][2720/3520] lr: 5.000e-05, eta: 5:25:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4396, top5_acc: 0.7365, loss_cls: 2.1931, loss: 2.1931, grad_norm: 15.4092 2021-08-17 22:56:49,541 - mmaction - INFO - Epoch [41][2740/3520] lr: 5.000e-05, eta: 5:24:53, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7677, loss_cls: 2.0124, loss: 2.0124, grad_norm: 14.9461 2021-08-17 22:57:01,098 - mmaction - INFO - Epoch [41][2760/3520] lr: 5.000e-05, eta: 5:24:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7917, loss_cls: 1.9041, loss: 1.9041, grad_norm: 14.1043 2021-08-17 22:57:12,616 - mmaction - INFO - Epoch [41][2780/3520] lr: 5.000e-05, eta: 5:24:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7490, loss_cls: 2.1167, loss: 2.1167, grad_norm: 15.6461 2021-08-17 22:57:24,088 - mmaction - INFO - Epoch [41][2800/3520] lr: 5.000e-05, eta: 5:24:17, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7906, loss_cls: 1.9096, loss: 1.9096, grad_norm: 14.9726 2021-08-17 22:57:35,641 - mmaction - INFO - Epoch [41][2820/3520] lr: 5.000e-05, eta: 5:24:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.8135, loss_cls: 1.8842, loss: 1.8842, grad_norm: 14.4498 2021-08-17 22:57:47,240 - mmaction - INFO - Epoch [41][2840/3520] lr: 5.000e-05, eta: 5:23:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7906, loss_cls: 1.9293, loss: 1.9293, grad_norm: 14.6743 2021-08-17 22:57:58,837 - mmaction - INFO - Epoch [41][2860/3520] lr: 5.000e-05, eta: 5:23:40, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7708, loss_cls: 2.0051, loss: 2.0051, grad_norm: 14.9702 2021-08-17 22:58:10,355 - mmaction - INFO - Epoch [41][2880/3520] lr: 5.000e-05, eta: 5:23:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7677, loss_cls: 2.0461, loss: 2.0461, grad_norm: 15.0050 2021-08-17 22:58:21,850 - mmaction - INFO - Epoch [41][2900/3520] lr: 5.000e-05, eta: 5:23:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7969, loss_cls: 1.9074, loss: 1.9074, grad_norm: 14.8462 2021-08-17 22:58:33,392 - mmaction - INFO - Epoch [41][2920/3520] lr: 5.000e-05, eta: 5:23:04, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7479, loss_cls: 2.0719, loss: 2.0719, grad_norm: 14.6498 2021-08-17 22:58:44,996 - mmaction - INFO - Epoch [41][2940/3520] lr: 5.000e-05, eta: 5:22:52, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7698, loss_cls: 2.0062, loss: 2.0062, grad_norm: 14.6686 2021-08-17 22:58:56,503 - mmaction - INFO - Epoch [41][2960/3520] lr: 5.000e-05, eta: 5:22:40, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7854, loss_cls: 1.9537, loss: 1.9537, grad_norm: 15.1941 2021-08-17 22:59:08,103 - mmaction - INFO - Epoch [41][2980/3520] lr: 5.000e-05, eta: 5:22:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7823, loss_cls: 1.9743, loss: 1.9743, grad_norm: 14.9397 2021-08-17 22:59:19,628 - mmaction - INFO - Epoch [41][3000/3520] lr: 5.000e-05, eta: 5:22:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7656, loss_cls: 2.0523, loss: 2.0523, grad_norm: 15.8229 2021-08-17 22:59:31,074 - mmaction - INFO - Epoch [41][3020/3520] lr: 5.000e-05, eta: 5:22:03, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7750, loss_cls: 2.0383, loss: 2.0383, grad_norm: 14.7603 2021-08-17 22:59:42,614 - mmaction - INFO - Epoch [41][3040/3520] lr: 5.000e-05, eta: 5:21:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7865, loss_cls: 1.9463, loss: 1.9463, grad_norm: 14.4786 2021-08-17 22:59:54,160 - mmaction - INFO - Epoch [41][3060/3520] lr: 5.000e-05, eta: 5:21:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7625, loss_cls: 2.0677, loss: 2.0677, grad_norm: 15.3798 2021-08-17 23:00:05,678 - mmaction - INFO - Epoch [41][3080/3520] lr: 5.000e-05, eta: 5:21:27, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7885, loss_cls: 1.9171, loss: 1.9171, grad_norm: 14.2221 2021-08-17 23:00:17,155 - mmaction - INFO - Epoch [41][3100/3520] lr: 5.000e-05, eta: 5:21:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7750, loss_cls: 1.9988, loss: 1.9988, grad_norm: 14.6794 2021-08-17 23:00:28,791 - mmaction - INFO - Epoch [41][3120/3520] lr: 5.000e-05, eta: 5:21:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7854, loss_cls: 1.9949, loss: 1.9949, grad_norm: 14.9628 2021-08-17 23:00:40,265 - mmaction - INFO - Epoch [41][3140/3520] lr: 5.000e-05, eta: 5:20:51, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7823, loss_cls: 2.0214, loss: 2.0214, grad_norm: 15.0534 2021-08-17 23:00:51,766 - mmaction - INFO - Epoch [41][3160/3520] lr: 5.000e-05, eta: 5:20:39, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7781, loss_cls: 1.9484, loss: 1.9484, grad_norm: 14.6531 2021-08-17 23:01:03,272 - mmaction - INFO - Epoch [41][3180/3520] lr: 5.000e-05, eta: 5:20:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7646, loss_cls: 2.0035, loss: 2.0035, grad_norm: 14.8706 2021-08-17 23:01:14,845 - mmaction - INFO - Epoch [41][3200/3520] lr: 5.000e-05, eta: 5:20:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7729, loss_cls: 2.0018, loss: 2.0018, grad_norm: 15.8163 2021-08-17 23:01:26,391 - mmaction - INFO - Epoch [41][3220/3520] lr: 5.000e-05, eta: 5:20:02, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7896, loss_cls: 1.9482, loss: 1.9482, grad_norm: 14.6698 2021-08-17 23:01:37,990 - mmaction - INFO - Epoch [41][3240/3520] lr: 5.000e-05, eta: 5:19:50, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7906, loss_cls: 1.9880, loss: 1.9880, grad_norm: 15.3478 2021-08-17 23:01:49,518 - mmaction - INFO - Epoch [41][3260/3520] lr: 5.000e-05, eta: 5:19:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7802, loss_cls: 1.9357, loss: 1.9357, grad_norm: 14.2857 2021-08-17 23:02:01,060 - mmaction - INFO - Epoch [41][3280/3520] lr: 5.000e-05, eta: 5:19:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.0286, loss: 2.0286, grad_norm: 14.8666 2021-08-17 23:02:12,579 - mmaction - INFO - Epoch [41][3300/3520] lr: 5.000e-05, eta: 5:19:14, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7854, loss_cls: 1.9622, loss: 1.9622, grad_norm: 15.0692 2021-08-17 23:02:24,182 - mmaction - INFO - Epoch [41][3320/3520] lr: 5.000e-05, eta: 5:19:02, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7635, loss_cls: 2.0439, loss: 2.0439, grad_norm: 14.9749 2021-08-17 23:02:35,688 - mmaction - INFO - Epoch [41][3340/3520] lr: 5.000e-05, eta: 5:18:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7781, loss_cls: 2.0212, loss: 2.0212, grad_norm: 15.1672 2021-08-17 23:02:47,162 - mmaction - INFO - Epoch [41][3360/3520] lr: 5.000e-05, eta: 5:18:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7740, loss_cls: 2.0243, loss: 2.0243, grad_norm: 14.6725 2021-08-17 23:02:58,696 - mmaction - INFO - Epoch [41][3380/3520] lr: 5.000e-05, eta: 5:18:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7771, loss_cls: 1.9655, loss: 1.9655, grad_norm: 14.4036 2021-08-17 23:03:10,210 - mmaction - INFO - Epoch [41][3400/3520] lr: 5.000e-05, eta: 5:18:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4521, top5_acc: 0.7667, loss_cls: 2.0647, loss: 2.0647, grad_norm: 15.1658 2021-08-17 23:03:21,772 - mmaction - INFO - Epoch [41][3420/3520] lr: 5.000e-05, eta: 5:18:01, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7833, loss_cls: 1.9357, loss: 1.9357, grad_norm: 15.1017 2021-08-17 23:03:33,403 - mmaction - INFO - Epoch [41][3440/3520] lr: 5.000e-05, eta: 5:17:49, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7802, loss_cls: 1.9549, loss: 1.9549, grad_norm: 14.9357 2021-08-17 23:03:44,883 - mmaction - INFO - Epoch [41][3460/3520] lr: 5.000e-05, eta: 5:17:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7948, loss_cls: 1.9894, loss: 1.9894, grad_norm: 14.5659 2021-08-17 23:03:56,449 - mmaction - INFO - Epoch [41][3480/3520] lr: 5.000e-05, eta: 5:17:25, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7583, loss_cls: 2.0282, loss: 2.0282, grad_norm: 15.0735 2021-08-17 23:04:07,964 - mmaction - INFO - Epoch [41][3500/3520] lr: 5.000e-05, eta: 5:17:13, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7625, loss_cls: 2.0602, loss: 2.0602, grad_norm: 15.4752 2021-08-17 23:04:19,095 - mmaction - INFO - Epoch [41][3520/3520] lr: 5.000e-05, eta: 5:17:00, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.4859, top5_acc: 0.7707, loss_cls: 2.0106, loss: 2.0106, grad_norm: 15.1537 2021-08-17 23:07:53,960 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-17 23:07:54,438 - mmaction - INFO - top1_acc 0.2592 top5_acc 0.5509 2021-08-17 23:07:54,439 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-17 23:07:54,482 - mmaction - INFO - mean_acc 0.1994 2021-08-17 23:07:55,330 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_41.pth. 2021-08-17 23:07:55,330 - mmaction - INFO - Best top1_acc is 0.2592 at 41 epoch. 2021-08-17 23:07:55,341 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-08-17 23:07:56,126 - mmaction - INFO - Epoch(val) [41][259] top1_acc: 0.2592, top5_acc: 0.5509, mean_class_accuracy: 0.1994 2021-08-17 23:09:13,114 - mmaction - INFO - Epoch [42][20/3520] lr: 5.000e-05, eta: 5:17:03, time: 3.847, data_time: 3.252, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7854, loss_cls: 2.0170, loss: 2.0170, grad_norm: 15.4943 2021-08-17 23:09:24,614 - mmaction - INFO - Epoch [42][40/3520] lr: 5.000e-05, eta: 5:16:51, time: 0.575, data_time: 0.005, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7792, loss_cls: 1.9417, loss: 1.9417, grad_norm: 13.8208 2021-08-17 23:09:36,065 - mmaction - INFO - Epoch [42][60/3520] lr: 5.000e-05, eta: 5:16:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7927, loss_cls: 1.9129, loss: 1.9129, grad_norm: 14.3859 2021-08-17 23:09:47,534 - mmaction - INFO - Epoch [42][80/3520] lr: 5.000e-05, eta: 5:16:26, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7958, loss_cls: 1.8896, loss: 1.8896, grad_norm: 14.5023 2021-08-17 23:09:59,039 - mmaction - INFO - Epoch [42][100/3520] lr: 5.000e-05, eta: 5:16:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7698, loss_cls: 1.9351, loss: 1.9351, grad_norm: 15.1602 2021-08-17 23:10:10,521 - mmaction - INFO - Epoch [42][120/3520] lr: 5.000e-05, eta: 5:16:02, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7656, loss_cls: 2.0187, loss: 2.0187, grad_norm: 14.7746 2021-08-17 23:10:21,969 - mmaction - INFO - Epoch [42][140/3520] lr: 5.000e-05, eta: 5:15:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7698, loss_cls: 2.0221, loss: 2.0221, grad_norm: 15.4859 2021-08-17 23:10:33,504 - mmaction - INFO - Epoch [42][160/3520] lr: 5.000e-05, eta: 5:15:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7760, loss_cls: 1.9584, loss: 1.9584, grad_norm: 14.7035 2021-08-17 23:10:45,008 - mmaction - INFO - Epoch [42][180/3520] lr: 5.000e-05, eta: 5:15:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7760, loss_cls: 1.9614, loss: 1.9614, grad_norm: 15.0286 2021-08-17 23:10:56,495 - mmaction - INFO - Epoch [42][200/3520] lr: 5.000e-05, eta: 5:15:13, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7656, loss_cls: 2.0039, loss: 2.0039, grad_norm: 14.8771 2021-08-17 23:11:08,061 - mmaction - INFO - Epoch [42][220/3520] lr: 5.000e-05, eta: 5:15:01, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7937, loss_cls: 1.9303, loss: 1.9303, grad_norm: 14.5571 2021-08-17 23:11:19,533 - mmaction - INFO - Epoch [42][240/3520] lr: 5.000e-05, eta: 5:14:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7781, loss_cls: 1.9997, loss: 1.9997, grad_norm: 15.2850 2021-08-17 23:11:31,085 - mmaction - INFO - Epoch [42][260/3520] lr: 5.000e-05, eta: 5:14:37, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 1.9465, loss: 1.9465, grad_norm: 14.6535 2021-08-17 23:11:42,548 - mmaction - INFO - Epoch [42][280/3520] lr: 5.000e-05, eta: 5:14:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7635, loss_cls: 2.0272, loss: 2.0272, grad_norm: 14.9290 2021-08-17 23:11:54,108 - mmaction - INFO - Epoch [42][300/3520] lr: 5.000e-05, eta: 5:14:13, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7719, loss_cls: 2.0161, loss: 2.0161, grad_norm: 15.1925 2021-08-17 23:12:05,639 - mmaction - INFO - Epoch [42][320/3520] lr: 5.000e-05, eta: 5:14:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7667, loss_cls: 1.9976, loss: 1.9976, grad_norm: 15.4082 2021-08-17 23:12:17,151 - mmaction - INFO - Epoch [42][340/3520] lr: 5.000e-05, eta: 5:13:49, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7917, loss_cls: 1.8983, loss: 1.8983, grad_norm: 14.8872 2021-08-17 23:12:28,824 - mmaction - INFO - Epoch [42][360/3520] lr: 5.000e-05, eta: 5:13:37, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7729, loss_cls: 2.0020, loss: 2.0020, grad_norm: 14.9541 2021-08-17 23:12:40,386 - mmaction - INFO - Epoch [42][380/3520] lr: 5.000e-05, eta: 5:13:24, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7677, loss_cls: 2.0365, loss: 2.0365, grad_norm: 15.3404 2021-08-17 23:12:51,900 - mmaction - INFO - Epoch [42][400/3520] lr: 5.000e-05, eta: 5:13:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7729, loss_cls: 2.0575, loss: 2.0575, grad_norm: 15.5819 2021-08-17 23:13:03,369 - mmaction - INFO - Epoch [42][420/3520] lr: 5.000e-05, eta: 5:13:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7740, loss_cls: 1.9565, loss: 1.9565, grad_norm: 15.2691 2021-08-17 23:13:14,883 - mmaction - INFO - Epoch [42][440/3520] lr: 5.000e-05, eta: 5:12:48, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7573, loss_cls: 2.0761, loss: 2.0761, grad_norm: 15.9525 2021-08-17 23:13:26,371 - mmaction - INFO - Epoch [42][460/3520] lr: 5.000e-05, eta: 5:12:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7531, loss_cls: 2.0594, loss: 2.0594, grad_norm: 15.5276 2021-08-17 23:13:37,989 - mmaction - INFO - Epoch [42][480/3520] lr: 5.000e-05, eta: 5:12:24, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7625, loss_cls: 1.9938, loss: 1.9938, grad_norm: 15.0885 2021-08-17 23:13:49,556 - mmaction - INFO - Epoch [42][500/3520] lr: 5.000e-05, eta: 5:12:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7656, loss_cls: 1.9658, loss: 1.9658, grad_norm: 14.9198 2021-08-17 23:14:01,054 - mmaction - INFO - Epoch [42][520/3520] lr: 5.000e-05, eta: 5:12:00, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 1.9977, loss: 1.9977, grad_norm: 15.2895 2021-08-17 23:14:12,618 - mmaction - INFO - Epoch [42][540/3520] lr: 5.000e-05, eta: 5:11:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7583, loss_cls: 2.0111, loss: 2.0111, grad_norm: 15.1978 2021-08-17 23:14:24,117 - mmaction - INFO - Epoch [42][560/3520] lr: 5.000e-05, eta: 5:11:35, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.5000, top5_acc: 0.8104, loss_cls: 1.8656, loss: 1.8656, grad_norm: 14.7241 2021-08-17 23:14:35,643 - mmaction - INFO - Epoch [42][580/3520] lr: 5.000e-05, eta: 5:11:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7729, loss_cls: 2.0287, loss: 2.0287, grad_norm: 14.8232 2021-08-17 23:14:47,232 - mmaction - INFO - Epoch [42][600/3520] lr: 5.000e-05, eta: 5:11:11, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7740, loss_cls: 1.9588, loss: 1.9588, grad_norm: 15.6300 2021-08-17 23:14:58,764 - mmaction - INFO - Epoch [42][620/3520] lr: 5.000e-05, eta: 5:10:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7781, loss_cls: 2.0108, loss: 2.0108, grad_norm: 15.2111 2021-08-17 23:15:10,317 - mmaction - INFO - Epoch [42][640/3520] lr: 5.000e-05, eta: 5:10:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 1.9741, loss: 1.9741, grad_norm: 14.7404 2021-08-17 23:15:21,880 - mmaction - INFO - Epoch [42][660/3520] lr: 5.000e-05, eta: 5:10:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7604, loss_cls: 2.0544, loss: 2.0544, grad_norm: 15.3164 2021-08-17 23:15:33,494 - mmaction - INFO - Epoch [42][680/3520] lr: 5.000e-05, eta: 5:10:23, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7823, loss_cls: 1.9245, loss: 1.9245, grad_norm: 14.5905 2021-08-17 23:15:44,963 - mmaction - INFO - Epoch [42][700/3520] lr: 5.000e-05, eta: 5:10:10, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7885, loss_cls: 1.9408, loss: 1.9408, grad_norm: 14.6003 2021-08-17 23:15:56,482 - mmaction - INFO - Epoch [42][720/3520] lr: 5.000e-05, eta: 5:09:58, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.8814, loss: 1.8814, grad_norm: 14.6715 2021-08-17 23:16:07,966 - mmaction - INFO - Epoch [42][740/3520] lr: 5.000e-05, eta: 5:09:46, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7729, loss_cls: 1.9981, loss: 1.9981, grad_norm: 15.1850 2021-08-17 23:16:19,460 - mmaction - INFO - Epoch [42][760/3520] lr: 5.000e-05, eta: 5:09:34, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7844, loss_cls: 1.9756, loss: 1.9756, grad_norm: 14.8962 2021-08-17 23:16:30,985 - mmaction - INFO - Epoch [42][780/3520] lr: 5.000e-05, eta: 5:09:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5406, top5_acc: 0.8219, loss_cls: 1.7723, loss: 1.7723, grad_norm: 14.4022 2021-08-17 23:16:42,547 - mmaction - INFO - Epoch [42][800/3520] lr: 5.000e-05, eta: 5:09:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7792, loss_cls: 2.0452, loss: 2.0452, grad_norm: 15.0671 2021-08-17 23:16:54,079 - mmaction - INFO - Epoch [42][820/3520] lr: 5.000e-05, eta: 5:08:58, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7760, loss_cls: 2.0155, loss: 2.0155, grad_norm: 16.0115 2021-08-17 23:17:05,594 - mmaction - INFO - Epoch [42][840/3520] lr: 5.000e-05, eta: 5:08:46, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7740, loss_cls: 1.9844, loss: 1.9844, grad_norm: 14.9209 2021-08-17 23:17:17,182 - mmaction - INFO - Epoch [42][860/3520] lr: 5.000e-05, eta: 5:08:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7885, loss_cls: 1.9254, loss: 1.9254, grad_norm: 15.0633 2021-08-17 23:17:28,682 - mmaction - INFO - Epoch [42][880/3520] lr: 5.000e-05, eta: 5:08:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7833, loss_cls: 1.9538, loss: 1.9538, grad_norm: 14.5801 2021-08-17 23:17:40,193 - mmaction - INFO - Epoch [42][900/3520] lr: 5.000e-05, eta: 5:08:09, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7708, loss_cls: 1.9964, loss: 1.9964, grad_norm: 14.7733 2021-08-17 23:17:51,735 - mmaction - INFO - Epoch [42][920/3520] lr: 5.000e-05, eta: 5:07:57, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7625, loss_cls: 1.9784, loss: 1.9784, grad_norm: 14.9377 2021-08-17 23:18:03,341 - mmaction - INFO - Epoch [42][940/3520] lr: 5.000e-05, eta: 5:07:45, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7781, loss_cls: 1.9851, loss: 1.9851, grad_norm: 15.3545 2021-08-17 23:18:14,887 - mmaction - INFO - Epoch [42][960/3520] lr: 5.000e-05, eta: 5:07:33, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7896, loss_cls: 1.9459, loss: 1.9459, grad_norm: 15.4993 2021-08-17 23:18:26,486 - mmaction - INFO - Epoch [42][980/3520] lr: 5.000e-05, eta: 5:07:21, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7958, loss_cls: 1.9742, loss: 1.9742, grad_norm: 15.1800 2021-08-17 23:18:38,019 - mmaction - INFO - Epoch [42][1000/3520] lr: 5.000e-05, eta: 5:07:09, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7906, loss_cls: 1.9865, loss: 1.9865, grad_norm: 15.1528 2021-08-17 23:18:49,567 - mmaction - INFO - Epoch [42][1020/3520] lr: 5.000e-05, eta: 5:06:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7781, loss_cls: 1.9824, loss: 1.9824, grad_norm: 14.9979 2021-08-17 23:19:01,081 - mmaction - INFO - Epoch [42][1040/3520] lr: 5.000e-05, eta: 5:06:45, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4292, top5_acc: 0.7448, loss_cls: 2.1177, loss: 2.1177, grad_norm: 15.7208 2021-08-17 23:19:12,621 - mmaction - INFO - Epoch [42][1060/3520] lr: 5.000e-05, eta: 5:06:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7656, loss_cls: 1.9870, loss: 1.9870, grad_norm: 15.1141 2021-08-17 23:19:24,120 - mmaction - INFO - Epoch [42][1080/3520] lr: 5.000e-05, eta: 5:06:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7990, loss_cls: 1.8543, loss: 1.8543, grad_norm: 14.6491 2021-08-17 23:19:35,620 - mmaction - INFO - Epoch [42][1100/3520] lr: 5.000e-05, eta: 5:06:08, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7802, loss_cls: 1.9914, loss: 1.9914, grad_norm: 16.1190 2021-08-17 23:19:47,080 - mmaction - INFO - Epoch [42][1120/3520] lr: 5.000e-05, eta: 5:05:56, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7771, loss_cls: 1.9123, loss: 1.9123, grad_norm: 14.5063 2021-08-17 23:19:58,679 - mmaction - INFO - Epoch [42][1140/3520] lr: 5.000e-05, eta: 5:05:44, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7635, loss_cls: 2.0462, loss: 2.0462, grad_norm: 15.9340 2021-08-17 23:20:10,165 - mmaction - INFO - Epoch [42][1160/3520] lr: 5.000e-05, eta: 5:05:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7594, loss_cls: 2.0458, loss: 2.0458, grad_norm: 15.5698 2021-08-17 23:20:21,692 - mmaction - INFO - Epoch [42][1180/3520] lr: 5.000e-05, eta: 5:05:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7885, loss_cls: 1.9596, loss: 1.9596, grad_norm: 15.0460 2021-08-17 23:20:33,222 - mmaction - INFO - Epoch [42][1200/3520] lr: 5.000e-05, eta: 5:05:08, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7833, loss_cls: 2.0146, loss: 2.0146, grad_norm: 15.2657 2021-08-17 23:20:44,792 - mmaction - INFO - Epoch [42][1220/3520] lr: 5.000e-05, eta: 5:04:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5271, top5_acc: 0.7781, loss_cls: 1.9463, loss: 1.9463, grad_norm: 15.0800 2021-08-17 23:20:56,297 - mmaction - INFO - Epoch [42][1240/3520] lr: 5.000e-05, eta: 5:04:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7823, loss_cls: 1.8964, loss: 1.8964, grad_norm: 14.8461 2021-08-17 23:21:07,913 - mmaction - INFO - Epoch [42][1260/3520] lr: 5.000e-05, eta: 5:04:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0365, loss: 2.0365, grad_norm: 14.7755 2021-08-17 23:21:19,367 - mmaction - INFO - Epoch [42][1280/3520] lr: 5.000e-05, eta: 5:04:19, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7719, loss_cls: 1.9795, loss: 1.9795, grad_norm: 15.2854 2021-08-17 23:21:30,877 - mmaction - INFO - Epoch [42][1300/3520] lr: 5.000e-05, eta: 5:04:07, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7521, loss_cls: 1.9546, loss: 1.9546, grad_norm: 15.6894 2021-08-17 23:21:42,515 - mmaction - INFO - Epoch [42][1320/3520] lr: 5.000e-05, eta: 5:03:55, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7750, loss_cls: 1.9830, loss: 1.9830, grad_norm: 15.2764 2021-08-17 23:21:54,149 - mmaction - INFO - Epoch [42][1340/3520] lr: 5.000e-05, eta: 5:03:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7750, loss_cls: 1.9909, loss: 1.9909, grad_norm: 15.2167 2021-08-17 23:22:05,715 - mmaction - INFO - Epoch [42][1360/3520] lr: 5.000e-05, eta: 5:03:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7844, loss_cls: 1.9762, loss: 1.9762, grad_norm: 15.0470 2021-08-17 23:22:17,233 - mmaction - INFO - Epoch [42][1380/3520] lr: 5.000e-05, eta: 5:03:19, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7604, loss_cls: 2.0066, loss: 2.0066, grad_norm: 15.0356 2021-08-17 23:22:28,804 - mmaction - INFO - Epoch [42][1400/3520] lr: 5.000e-05, eta: 5:03:07, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7760, loss_cls: 1.9444, loss: 1.9444, grad_norm: 14.9828 2021-08-17 23:22:40,435 - mmaction - INFO - Epoch [42][1420/3520] lr: 5.000e-05, eta: 5:02:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7771, loss_cls: 1.9498, loss: 1.9498, grad_norm: 15.4448 2021-08-17 23:22:51,883 - mmaction - INFO - Epoch [42][1440/3520] lr: 5.000e-05, eta: 5:02:42, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7969, loss_cls: 1.9665, loss: 1.9665, grad_norm: 15.4889 2021-08-17 23:23:03,453 - mmaction - INFO - Epoch [42][1460/3520] lr: 5.000e-05, eta: 5:02:30, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7802, loss_cls: 1.9367, loss: 1.9367, grad_norm: 15.4636 2021-08-17 23:23:14,929 - mmaction - INFO - Epoch [42][1480/3520] lr: 5.000e-05, eta: 5:02:18, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7708, loss_cls: 1.9838, loss: 1.9838, grad_norm: 15.0119 2021-08-17 23:23:26,406 - mmaction - INFO - Epoch [42][1500/3520] lr: 5.000e-05, eta: 5:02:06, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7948, loss_cls: 1.9631, loss: 1.9631, grad_norm: 15.2672 2021-08-17 23:23:37,931 - mmaction - INFO - Epoch [42][1520/3520] lr: 5.000e-05, eta: 5:01:54, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7677, loss_cls: 1.9959, loss: 1.9959, grad_norm: 15.3548 2021-08-17 23:23:49,443 - mmaction - INFO - Epoch [42][1540/3520] lr: 5.000e-05, eta: 5:01:42, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7854, loss_cls: 1.9658, loss: 1.9658, grad_norm: 15.4957 2021-08-17 23:24:00,963 - mmaction - INFO - Epoch [42][1560/3520] lr: 5.000e-05, eta: 5:01:30, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7656, loss_cls: 2.0238, loss: 2.0238, grad_norm: 15.4842 2021-08-17 23:24:12,520 - mmaction - INFO - Epoch [42][1580/3520] lr: 5.000e-05, eta: 5:01:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7927, loss_cls: 1.8691, loss: 1.8691, grad_norm: 15.0117 2021-08-17 23:24:24,054 - mmaction - INFO - Epoch [42][1600/3520] lr: 5.000e-05, eta: 5:01:05, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7979, loss_cls: 1.9135, loss: 1.9135, grad_norm: 15.1576 2021-08-17 23:24:35,583 - mmaction - INFO - Epoch [42][1620/3520] lr: 5.000e-05, eta: 5:00:53, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7646, loss_cls: 2.0230, loss: 2.0230, grad_norm: 15.2202 2021-08-17 23:24:47,077 - mmaction - INFO - Epoch [42][1640/3520] lr: 5.000e-05, eta: 5:00:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7510, loss_cls: 2.0127, loss: 2.0127, grad_norm: 14.8235 2021-08-17 23:24:58,597 - mmaction - INFO - Epoch [42][1660/3520] lr: 5.000e-05, eta: 5:00:29, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.8000, loss_cls: 1.9352, loss: 1.9352, grad_norm: 15.1598 2021-08-17 23:25:10,144 - mmaction - INFO - Epoch [42][1680/3520] lr: 5.000e-05, eta: 5:00:17, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.5240, top5_acc: 0.8063, loss_cls: 1.8546, loss: 1.8546, grad_norm: 14.8933 2021-08-17 23:25:21,719 - mmaction - INFO - Epoch [42][1700/3520] lr: 5.000e-05, eta: 5:00:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7677, loss_cls: 2.0265, loss: 2.0265, grad_norm: 14.9003 2021-08-17 23:25:33,275 - mmaction - INFO - Epoch [42][1720/3520] lr: 5.000e-05, eta: 4:59:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.8052, loss_cls: 1.9042, loss: 1.9042, grad_norm: 15.1466 2021-08-17 23:25:44,803 - mmaction - INFO - Epoch [42][1740/3520] lr: 5.000e-05, eta: 4:59:41, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7781, loss_cls: 1.9995, loss: 1.9995, grad_norm: 14.7432 2021-08-17 23:25:56,398 - mmaction - INFO - Epoch [42][1760/3520] lr: 5.000e-05, eta: 4:59:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7677, loss_cls: 2.0577, loss: 2.0577, grad_norm: 15.4850 2021-08-17 23:26:07,889 - mmaction - INFO - Epoch [42][1780/3520] lr: 5.000e-05, eta: 4:59:16, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7698, loss_cls: 2.0069, loss: 2.0069, grad_norm: 15.2299 2021-08-17 23:26:19,395 - mmaction - INFO - Epoch [42][1800/3520] lr: 5.000e-05, eta: 4:59:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7625, loss_cls: 2.0288, loss: 2.0288, grad_norm: 15.3099 2021-08-17 23:26:30,917 - mmaction - INFO - Epoch [42][1820/3520] lr: 5.000e-05, eta: 4:58:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4573, top5_acc: 0.7646, loss_cls: 2.0402, loss: 2.0402, grad_norm: 15.9739 2021-08-17 23:26:42,460 - mmaction - INFO - Epoch [42][1840/3520] lr: 5.000e-05, eta: 4:58:40, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7708, loss_cls: 1.9511, loss: 1.9511, grad_norm: 14.9247 2021-08-17 23:26:53,977 - mmaction - INFO - Epoch [42][1860/3520] lr: 5.000e-05, eta: 4:58:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7729, loss_cls: 1.8875, loss: 1.8875, grad_norm: 14.8797 2021-08-17 23:27:05,549 - mmaction - INFO - Epoch [42][1880/3520] lr: 5.000e-05, eta: 4:58:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7542, loss_cls: 2.0572, loss: 2.0572, grad_norm: 15.6988 2021-08-17 23:27:17,091 - mmaction - INFO - Epoch [42][1900/3520] lr: 5.000e-05, eta: 4:58:04, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7854, loss_cls: 1.9459, loss: 1.9459, grad_norm: 14.3718 2021-08-17 23:27:28,571 - mmaction - INFO - Epoch [42][1920/3520] lr: 5.000e-05, eta: 4:57:52, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7979, loss_cls: 1.8870, loss: 1.8870, grad_norm: 14.8380 2021-08-17 23:27:40,138 - mmaction - INFO - Epoch [42][1940/3520] lr: 5.000e-05, eta: 4:57:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7448, loss_cls: 2.0216, loss: 2.0216, grad_norm: 15.2886 2021-08-17 23:27:51,682 - mmaction - INFO - Epoch [42][1960/3520] lr: 5.000e-05, eta: 4:57:27, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7667, loss_cls: 2.0064, loss: 2.0064, grad_norm: 14.9813 2021-08-17 23:28:03,234 - mmaction - INFO - Epoch [42][1980/3520] lr: 5.000e-05, eta: 4:57:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.0181, loss: 2.0181, grad_norm: 15.0289 2021-08-17 23:28:14,832 - mmaction - INFO - Epoch [42][2000/3520] lr: 5.000e-05, eta: 4:57:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7677, loss_cls: 1.9179, loss: 1.9179, grad_norm: 14.7921 2021-08-17 23:28:26,416 - mmaction - INFO - Epoch [42][2020/3520] lr: 5.000e-05, eta: 4:56:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7708, loss_cls: 2.0149, loss: 2.0149, grad_norm: 14.9664 2021-08-17 23:28:37,920 - mmaction - INFO - Epoch [42][2040/3520] lr: 5.000e-05, eta: 4:56:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7635, loss_cls: 2.0492, loss: 2.0492, grad_norm: 15.2558 2021-08-17 23:28:49,475 - mmaction - INFO - Epoch [42][2060/3520] lr: 5.000e-05, eta: 4:56:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7646, loss_cls: 2.0481, loss: 2.0481, grad_norm: 15.7458 2021-08-17 23:29:00,977 - mmaction - INFO - Epoch [42][2080/3520] lr: 5.000e-05, eta: 4:56:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7781, loss_cls: 2.0093, loss: 2.0093, grad_norm: 15.7065 2021-08-17 23:29:12,607 - mmaction - INFO - Epoch [42][2100/3520] lr: 5.000e-05, eta: 4:56:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.8010, loss_cls: 1.9203, loss: 1.9203, grad_norm: 14.9082 2021-08-17 23:29:24,120 - mmaction - INFO - Epoch [42][2120/3520] lr: 5.000e-05, eta: 4:55:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7594, loss_cls: 2.0285, loss: 2.0285, grad_norm: 15.2431 2021-08-17 23:29:35,739 - mmaction - INFO - Epoch [42][2140/3520] lr: 5.000e-05, eta: 4:55:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7646, loss_cls: 2.0391, loss: 2.0391, grad_norm: 15.3261 2021-08-17 23:29:47,279 - mmaction - INFO - Epoch [42][2160/3520] lr: 5.000e-05, eta: 4:55:26, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7750, loss_cls: 1.9846, loss: 1.9846, grad_norm: 15.5177 2021-08-17 23:29:58,861 - mmaction - INFO - Epoch [42][2180/3520] lr: 5.000e-05, eta: 4:55:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7677, loss_cls: 1.9437, loss: 1.9437, grad_norm: 14.8562 2021-08-17 23:30:10,374 - mmaction - INFO - Epoch [42][2200/3520] lr: 5.000e-05, eta: 4:55:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7542, loss_cls: 2.0482, loss: 2.0482, grad_norm: 14.9902 2021-08-17 23:30:21,910 - mmaction - INFO - Epoch [42][2220/3520] lr: 5.000e-05, eta: 4:54:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7958, loss_cls: 1.9462, loss: 1.9462, grad_norm: 14.5649 2021-08-17 23:30:33,464 - mmaction - INFO - Epoch [42][2240/3520] lr: 5.000e-05, eta: 4:54:38, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7698, loss_cls: 2.0234, loss: 2.0234, grad_norm: 15.2509 2021-08-17 23:30:45,022 - mmaction - INFO - Epoch [42][2260/3520] lr: 5.000e-05, eta: 4:54:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7844, loss_cls: 1.9614, loss: 1.9614, grad_norm: 14.8199 2021-08-17 23:30:56,586 - mmaction - INFO - Epoch [42][2280/3520] lr: 5.000e-05, eta: 4:54:14, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 1.9428, loss: 1.9428, grad_norm: 14.5594 2021-08-17 23:31:08,085 - mmaction - INFO - Epoch [42][2300/3520] lr: 5.000e-05, eta: 4:54:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7531, loss_cls: 2.1069, loss: 2.1069, grad_norm: 16.1533 2021-08-17 23:31:19,563 - mmaction - INFO - Epoch [42][2320/3520] lr: 5.000e-05, eta: 4:53:50, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7760, loss_cls: 1.9466, loss: 1.9466, grad_norm: 15.6266 2021-08-17 23:31:31,045 - mmaction - INFO - Epoch [42][2340/3520] lr: 5.000e-05, eta: 4:53:37, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7677, loss_cls: 1.9572, loss: 1.9572, grad_norm: 14.8879 2021-08-17 23:31:42,534 - mmaction - INFO - Epoch [42][2360/3520] lr: 5.000e-05, eta: 4:53:25, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7865, loss_cls: 1.9076, loss: 1.9076, grad_norm: 14.9166 2021-08-17 23:31:54,131 - mmaction - INFO - Epoch [42][2380/3520] lr: 5.000e-05, eta: 4:53:13, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7969, loss_cls: 1.9449, loss: 1.9449, grad_norm: 15.0710 2021-08-17 23:32:05,652 - mmaction - INFO - Epoch [42][2400/3520] lr: 5.000e-05, eta: 4:53:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7990, loss_cls: 1.9136, loss: 1.9136, grad_norm: 14.5814 2021-08-17 23:32:17,300 - mmaction - INFO - Epoch [42][2420/3520] lr: 5.000e-05, eta: 4:52:49, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7896, loss_cls: 1.9231, loss: 1.9231, grad_norm: 14.9881 2021-08-17 23:32:28,787 - mmaction - INFO - Epoch [42][2440/3520] lr: 5.000e-05, eta: 4:52:37, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7677, loss_cls: 2.0382, loss: 2.0382, grad_norm: 14.7957 2021-08-17 23:32:40,257 - mmaction - INFO - Epoch [42][2460/3520] lr: 5.000e-05, eta: 4:52:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7771, loss_cls: 2.0090, loss: 2.0090, grad_norm: 14.9555 2021-08-17 23:32:51,735 - mmaction - INFO - Epoch [42][2480/3520] lr: 5.000e-05, eta: 4:52:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7677, loss_cls: 2.0229, loss: 2.0229, grad_norm: 15.5042 2021-08-17 23:33:03,289 - mmaction - INFO - Epoch [42][2500/3520] lr: 5.000e-05, eta: 4:52:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7708, loss_cls: 1.9598, loss: 1.9598, grad_norm: 14.5892 2021-08-17 23:33:14,839 - mmaction - INFO - Epoch [42][2520/3520] lr: 5.000e-05, eta: 4:51:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7625, loss_cls: 2.0800, loss: 2.0800, grad_norm: 15.2727 2021-08-17 23:33:26,405 - mmaction - INFO - Epoch [42][2540/3520] lr: 5.000e-05, eta: 4:51:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4635, top5_acc: 0.7500, loss_cls: 2.0968, loss: 2.0968, grad_norm: 15.5558 2021-08-17 23:33:37,977 - mmaction - INFO - Epoch [42][2560/3520] lr: 5.000e-05, eta: 4:51:24, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5292, top5_acc: 0.8135, loss_cls: 1.8015, loss: 1.8015, grad_norm: 14.9015 2021-08-17 23:33:49,561 - mmaction - INFO - Epoch [42][2580/3520] lr: 5.000e-05, eta: 4:51:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7729, loss_cls: 1.9351, loss: 1.9351, grad_norm: 14.8089 2021-08-17 23:34:01,142 - mmaction - INFO - Epoch [42][2600/3520] lr: 5.000e-05, eta: 4:51:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7948, loss_cls: 1.9748, loss: 1.9748, grad_norm: 14.9996 2021-08-17 23:34:12,682 - mmaction - INFO - Epoch [42][2620/3520] lr: 5.000e-05, eta: 4:50:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7552, loss_cls: 2.0041, loss: 2.0041, grad_norm: 15.2293 2021-08-17 23:34:24,216 - mmaction - INFO - Epoch [42][2640/3520] lr: 5.000e-05, eta: 4:50:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7781, loss_cls: 2.0184, loss: 2.0184, grad_norm: 15.1611 2021-08-17 23:34:35,844 - mmaction - INFO - Epoch [42][2660/3520] lr: 5.000e-05, eta: 4:50:24, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7635, loss_cls: 2.0590, loss: 2.0590, grad_norm: 15.5624 2021-08-17 23:34:47,486 - mmaction - INFO - Epoch [42][2680/3520] lr: 5.000e-05, eta: 4:50:12, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7729, loss_cls: 1.9473, loss: 1.9473, grad_norm: 15.3321 2021-08-17 23:34:58,987 - mmaction - INFO - Epoch [42][2700/3520] lr: 5.000e-05, eta: 4:50:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7917, loss_cls: 1.8758, loss: 1.8758, grad_norm: 14.6287 2021-08-17 23:35:10,584 - mmaction - INFO - Epoch [42][2720/3520] lr: 5.000e-05, eta: 4:49:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7708, loss_cls: 2.0057, loss: 2.0057, grad_norm: 15.5856 2021-08-17 23:35:22,110 - mmaction - INFO - Epoch [42][2740/3520] lr: 5.000e-05, eta: 4:49:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7917, loss_cls: 1.9411, loss: 1.9411, grad_norm: 15.5965 2021-08-17 23:35:33,649 - mmaction - INFO - Epoch [42][2760/3520] lr: 5.000e-05, eta: 4:49:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7635, loss_cls: 2.0025, loss: 2.0025, grad_norm: 15.2227 2021-08-17 23:35:45,184 - mmaction - INFO - Epoch [42][2780/3520] lr: 5.000e-05, eta: 4:49:11, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7708, loss_cls: 2.0162, loss: 2.0162, grad_norm: 15.2657 2021-08-17 23:35:56,749 - mmaction - INFO - Epoch [42][2800/3520] lr: 5.000e-05, eta: 4:48:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7802, loss_cls: 1.9454, loss: 1.9454, grad_norm: 14.7288 2021-08-17 23:36:08,280 - mmaction - INFO - Epoch [42][2820/3520] lr: 5.000e-05, eta: 4:48:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8094, loss_cls: 1.8537, loss: 1.8537, grad_norm: 14.7987 2021-08-17 23:36:19,761 - mmaction - INFO - Epoch [42][2840/3520] lr: 5.000e-05, eta: 4:48:35, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7792, loss_cls: 2.0292, loss: 2.0292, grad_norm: 15.9764 2021-08-17 23:36:31,357 - mmaction - INFO - Epoch [42][2860/3520] lr: 5.000e-05, eta: 4:48:23, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7823, loss_cls: 1.9897, loss: 1.9897, grad_norm: 15.1427 2021-08-17 23:36:42,915 - mmaction - INFO - Epoch [42][2880/3520] lr: 5.000e-05, eta: 4:48:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7646, loss_cls: 2.0472, loss: 2.0472, grad_norm: 15.3847 2021-08-17 23:36:54,452 - mmaction - INFO - Epoch [42][2900/3520] lr: 5.000e-05, eta: 4:47:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7990, loss_cls: 1.8499, loss: 1.8499, grad_norm: 14.3489 2021-08-17 23:37:05,966 - mmaction - INFO - Epoch [42][2920/3520] lr: 5.000e-05, eta: 4:47:47, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7698, loss_cls: 2.0252, loss: 2.0252, grad_norm: 15.3668 2021-08-17 23:37:17,561 - mmaction - INFO - Epoch [42][2940/3520] lr: 5.000e-05, eta: 4:47:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7937, loss_cls: 1.9478, loss: 1.9478, grad_norm: 15.0558 2021-08-17 23:37:29,114 - mmaction - INFO - Epoch [42][2960/3520] lr: 5.000e-05, eta: 4:47:22, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7823, loss_cls: 1.9202, loss: 1.9202, grad_norm: 15.4598 2021-08-17 23:37:40,667 - mmaction - INFO - Epoch [42][2980/3520] lr: 5.000e-05, eta: 4:47:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7833, loss_cls: 1.9121, loss: 1.9121, grad_norm: 14.9125 2021-08-17 23:37:52,343 - mmaction - INFO - Epoch [42][3000/3520] lr: 5.000e-05, eta: 4:46:58, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0772, loss: 2.0772, grad_norm: 15.5876 2021-08-17 23:38:03,848 - mmaction - INFO - Epoch [42][3020/3520] lr: 5.000e-05, eta: 4:46:46, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9607, loss: 1.9607, grad_norm: 14.6207 2021-08-17 23:38:15,403 - mmaction - INFO - Epoch [42][3040/3520] lr: 5.000e-05, eta: 4:46:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7812, loss_cls: 1.9824, loss: 1.9824, grad_norm: 15.1553 2021-08-17 23:38:26,906 - mmaction - INFO - Epoch [42][3060/3520] lr: 5.000e-05, eta: 4:46:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7812, loss_cls: 1.9317, loss: 1.9317, grad_norm: 14.7185 2021-08-17 23:38:38,462 - mmaction - INFO - Epoch [42][3080/3520] lr: 5.000e-05, eta: 4:46:10, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0717, loss: 2.0717, grad_norm: 15.9736 2021-08-17 23:38:49,935 - mmaction - INFO - Epoch [42][3100/3520] lr: 5.000e-05, eta: 4:45:58, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.0528, loss: 2.0528, grad_norm: 15.3031 2021-08-17 23:39:01,525 - mmaction - INFO - Epoch [42][3120/3520] lr: 5.000e-05, eta: 4:45:46, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7865, loss_cls: 1.8334, loss: 1.8334, grad_norm: 14.6477 2021-08-17 23:39:13,037 - mmaction - INFO - Epoch [42][3140/3520] lr: 5.000e-05, eta: 4:45:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7812, loss_cls: 1.9304, loss: 1.9304, grad_norm: 15.1519 2021-08-17 23:39:24,679 - mmaction - INFO - Epoch [42][3160/3520] lr: 5.000e-05, eta: 4:45:21, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7760, loss_cls: 2.0428, loss: 2.0428, grad_norm: 15.5912 2021-08-17 23:39:36,302 - mmaction - INFO - Epoch [42][3180/3520] lr: 5.000e-05, eta: 4:45:09, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4542, top5_acc: 0.7635, loss_cls: 2.0031, loss: 2.0031, grad_norm: 14.8522 2021-08-17 23:39:47,844 - mmaction - INFO - Epoch [42][3200/3520] lr: 5.000e-05, eta: 4:44:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7688, loss_cls: 1.9714, loss: 1.9714, grad_norm: 14.6029 2021-08-17 23:39:59,327 - mmaction - INFO - Epoch [42][3220/3520] lr: 5.000e-05, eta: 4:44:45, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7781, loss_cls: 2.0088, loss: 2.0088, grad_norm: 15.2345 2021-08-17 23:40:10,858 - mmaction - INFO - Epoch [42][3240/3520] lr: 5.000e-05, eta: 4:44:33, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7594, loss_cls: 2.0675, loss: 2.0675, grad_norm: 15.5160 2021-08-17 23:40:22,479 - mmaction - INFO - Epoch [42][3260/3520] lr: 5.000e-05, eta: 4:44:21, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7583, loss_cls: 2.0294, loss: 2.0294, grad_norm: 15.2455 2021-08-17 23:40:34,050 - mmaction - INFO - Epoch [42][3280/3520] lr: 5.000e-05, eta: 4:44:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7990, loss_cls: 1.9166, loss: 1.9166, grad_norm: 15.1395 2021-08-17 23:40:45,588 - mmaction - INFO - Epoch [42][3300/3520] lr: 5.000e-05, eta: 4:43:57, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7958, loss_cls: 1.9746, loss: 1.9746, grad_norm: 15.2372 2021-08-17 23:40:57,120 - mmaction - INFO - Epoch [42][3320/3520] lr: 5.000e-05, eta: 4:43:45, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7656, loss_cls: 2.0326, loss: 2.0326, grad_norm: 15.5251 2021-08-17 23:41:08,746 - mmaction - INFO - Epoch [42][3340/3520] lr: 5.000e-05, eta: 4:43:33, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7698, loss_cls: 2.0273, loss: 2.0273, grad_norm: 15.2961 2021-08-17 23:41:20,262 - mmaction - INFO - Epoch [42][3360/3520] lr: 5.000e-05, eta: 4:43:20, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7854, loss_cls: 1.9179, loss: 1.9179, grad_norm: 14.8811 2021-08-17 23:41:31,852 - mmaction - INFO - Epoch [42][3380/3520] lr: 5.000e-05, eta: 4:43:08, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7854, loss_cls: 2.0234, loss: 2.0234, grad_norm: 15.0043 2021-08-17 23:41:43,502 - mmaction - INFO - Epoch [42][3400/3520] lr: 5.000e-05, eta: 4:42:56, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7688, loss_cls: 1.9765, loss: 1.9765, grad_norm: 15.2318 2021-08-17 23:41:55,047 - mmaction - INFO - Epoch [42][3420/3520] lr: 5.000e-05, eta: 4:42:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7906, loss_cls: 1.9365, loss: 1.9365, grad_norm: 14.8227 2021-08-17 23:42:06,571 - mmaction - INFO - Epoch [42][3440/3520] lr: 5.000e-05, eta: 4:42:32, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7646, loss_cls: 2.0542, loss: 2.0542, grad_norm: 15.4138 2021-08-17 23:42:18,052 - mmaction - INFO - Epoch [42][3460/3520] lr: 5.000e-05, eta: 4:42:20, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.8073, loss_cls: 1.9087, loss: 1.9087, grad_norm: 15.8160 2021-08-17 23:42:29,593 - mmaction - INFO - Epoch [42][3480/3520] lr: 5.000e-05, eta: 4:42:08, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.8094, loss_cls: 1.8460, loss: 1.8460, grad_norm: 14.4949 2021-08-17 23:42:41,119 - mmaction - INFO - Epoch [42][3500/3520] lr: 5.000e-05, eta: 4:41:56, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7875, loss_cls: 1.9086, loss: 1.9086, grad_norm: 14.9482 2021-08-17 23:42:52,320 - mmaction - INFO - Epoch [42][3520/3520] lr: 5.000e-05, eta: 4:41:44, time: 0.560, data_time: 0.002, memory: 8335, top1_acc: 0.4913, top5_acc: 0.7620, loss_cls: 2.0006, loss: 2.0006, grad_norm: 15.5652 2021-08-17 23:46:31,705 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-17 23:46:32,194 - mmaction - INFO - top1_acc 0.2651 top5_acc 0.5631 2021-08-17 23:46:32,194 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-17 23:46:32,261 - mmaction - INFO - mean_acc 0.2044 2021-08-17 23:46:34,188 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_42.pth. 2021-08-17 23:46:34,188 - mmaction - INFO - Best top1_acc is 0.2651 at 42 epoch. 2021-08-17 23:46:34,209 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-08-17 23:46:35,173 - mmaction - INFO - Epoch(val) [42][259] top1_acc: 0.2651, top5_acc: 0.5631, mean_class_accuracy: 0.2044 2021-08-17 23:47:56,394 - mmaction - INFO - Epoch [43][20/3520] lr: 5.000e-05, eta: 4:41:45, time: 4.058, data_time: 3.423, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7896, loss_cls: 1.9110, loss: 1.9110, grad_norm: 14.8835 2021-08-17 23:48:07,900 - mmaction - INFO - Epoch [43][40/3520] lr: 5.000e-05, eta: 4:41:33, time: 0.577, data_time: 0.006, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7698, loss_cls: 1.9727, loss: 1.9727, grad_norm: 14.8120 2021-08-17 23:48:19,409 - mmaction - INFO - Epoch [43][60/3520] lr: 5.000e-05, eta: 4:41:21, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7521, loss_cls: 2.0554, loss: 2.0554, grad_norm: 15.3007 2021-08-17 23:48:30,873 - mmaction - INFO - Epoch [43][80/3520] lr: 5.000e-05, eta: 4:41:09, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0077, loss: 2.0077, grad_norm: 15.2493 2021-08-17 23:48:42,375 - mmaction - INFO - Epoch [43][100/3520] lr: 5.000e-05, eta: 4:40:56, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7854, loss_cls: 1.9403, loss: 1.9403, grad_norm: 15.1538 2021-08-17 23:48:53,933 - mmaction - INFO - Epoch [43][120/3520] lr: 5.000e-05, eta: 4:40:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7677, loss_cls: 1.9493, loss: 1.9493, grad_norm: 14.9796 2021-08-17 23:49:05,422 - mmaction - INFO - Epoch [43][140/3520] lr: 5.000e-05, eta: 4:40:32, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9473, loss: 1.9473, grad_norm: 15.3336 2021-08-17 23:49:17,006 - mmaction - INFO - Epoch [43][160/3520] lr: 5.000e-05, eta: 4:40:20, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7646, loss_cls: 2.0065, loss: 2.0065, grad_norm: 15.7212 2021-08-17 23:49:28,526 - mmaction - INFO - Epoch [43][180/3520] lr: 5.000e-05, eta: 4:40:08, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7698, loss_cls: 2.0184, loss: 2.0184, grad_norm: 16.0030 2021-08-17 23:49:40,050 - mmaction - INFO - Epoch [43][200/3520] lr: 5.000e-05, eta: 4:39:56, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5312, top5_acc: 0.8052, loss_cls: 1.8621, loss: 1.8621, grad_norm: 14.9105 2021-08-17 23:49:51,645 - mmaction - INFO - Epoch [43][220/3520] lr: 5.000e-05, eta: 4:39:44, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7833, loss_cls: 1.9138, loss: 1.9138, grad_norm: 15.4025 2021-08-17 23:50:03,169 - mmaction - INFO - Epoch [43][240/3520] lr: 5.000e-05, eta: 4:39:32, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7865, loss_cls: 1.9387, loss: 1.9387, grad_norm: 15.1032 2021-08-17 23:50:14,700 - mmaction - INFO - Epoch [43][260/3520] lr: 5.000e-05, eta: 4:39:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7865, loss_cls: 1.9120, loss: 1.9120, grad_norm: 14.6704 2021-08-17 23:50:26,251 - mmaction - INFO - Epoch [43][280/3520] lr: 5.000e-05, eta: 4:39:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7948, loss_cls: 1.9409, loss: 1.9409, grad_norm: 15.1493 2021-08-17 23:50:37,852 - mmaction - INFO - Epoch [43][300/3520] lr: 5.000e-05, eta: 4:38:55, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7885, loss_cls: 1.9222, loss: 1.9222, grad_norm: 15.6898 2021-08-17 23:50:49,487 - mmaction - INFO - Epoch [43][320/3520] lr: 5.000e-05, eta: 4:38:43, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7906, loss_cls: 1.8722, loss: 1.8722, grad_norm: 15.1421 2021-08-17 23:51:01,010 - mmaction - INFO - Epoch [43][340/3520] lr: 5.000e-05, eta: 4:38:31, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7750, loss_cls: 1.9899, loss: 1.9899, grad_norm: 15.7688 2021-08-17 23:51:12,612 - mmaction - INFO - Epoch [43][360/3520] lr: 5.000e-05, eta: 4:38:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7750, loss_cls: 1.9812, loss: 1.9812, grad_norm: 15.9384 2021-08-17 23:51:24,225 - mmaction - INFO - Epoch [43][380/3520] lr: 5.000e-05, eta: 4:38:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7698, loss_cls: 2.0070, loss: 2.0070, grad_norm: 15.2691 2021-08-17 23:51:35,828 - mmaction - INFO - Epoch [43][400/3520] lr: 5.000e-05, eta: 4:37:55, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7844, loss_cls: 2.0076, loss: 2.0076, grad_norm: 16.0411 2021-08-17 23:51:47,353 - mmaction - INFO - Epoch [43][420/3520] lr: 5.000e-05, eta: 4:37:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7635, loss_cls: 1.9885, loss: 1.9885, grad_norm: 15.2964 2021-08-17 23:51:58,913 - mmaction - INFO - Epoch [43][440/3520] lr: 5.000e-05, eta: 4:37:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7927, loss_cls: 1.8917, loss: 1.8917, grad_norm: 15.5784 2021-08-17 23:52:10,438 - mmaction - INFO - Epoch [43][460/3520] lr: 5.000e-05, eta: 4:37:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 1.8731, loss: 1.8731, grad_norm: 15.1824 2021-08-17 23:52:22,027 - mmaction - INFO - Epoch [43][480/3520] lr: 5.000e-05, eta: 4:37:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7500, loss_cls: 2.1024, loss: 2.1024, grad_norm: 15.6281 2021-08-17 23:52:33,620 - mmaction - INFO - Epoch [43][500/3520] lr: 5.000e-05, eta: 4:36:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7479, loss_cls: 2.0652, loss: 2.0652, grad_norm: 15.5346 2021-08-17 23:52:45,218 - mmaction - INFO - Epoch [43][520/3520] lr: 5.000e-05, eta: 4:36:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7823, loss_cls: 1.9588, loss: 1.9588, grad_norm: 15.2139 2021-08-17 23:52:56,804 - mmaction - INFO - Epoch [43][540/3520] lr: 5.000e-05, eta: 4:36:30, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7646, loss_cls: 1.9492, loss: 1.9492, grad_norm: 14.8676 2021-08-17 23:53:08,454 - mmaction - INFO - Epoch [43][560/3520] lr: 5.000e-05, eta: 4:36:18, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 1.9085, loss: 1.9085, grad_norm: 15.5011 2021-08-17 23:53:19,970 - mmaction - INFO - Epoch [43][580/3520] lr: 5.000e-05, eta: 4:36:06, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5448, top5_acc: 0.8125, loss_cls: 1.7757, loss: 1.7757, grad_norm: 14.5940 2021-08-17 23:53:31,678 - mmaction - INFO - Epoch [43][600/3520] lr: 5.000e-05, eta: 4:35:54, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4823, top5_acc: 0.8021, loss_cls: 1.9473, loss: 1.9473, grad_norm: 15.7249 2021-08-17 23:53:43,221 - mmaction - INFO - Epoch [43][620/3520] lr: 5.000e-05, eta: 4:35:42, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7771, loss_cls: 1.9845, loss: 1.9845, grad_norm: 14.9894 2021-08-17 23:53:54,815 - mmaction - INFO - Epoch [43][640/3520] lr: 5.000e-05, eta: 4:35:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7760, loss_cls: 1.9444, loss: 1.9444, grad_norm: 14.9766 2021-08-17 23:54:06,311 - mmaction - INFO - Epoch [43][660/3520] lr: 5.000e-05, eta: 4:35:18, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7781, loss_cls: 1.9568, loss: 1.9568, grad_norm: 15.3809 2021-08-17 23:54:17,927 - mmaction - INFO - Epoch [43][680/3520] lr: 5.000e-05, eta: 4:35:06, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7740, loss_cls: 1.9275, loss: 1.9275, grad_norm: 14.9573 2021-08-17 23:54:29,455 - mmaction - INFO - Epoch [43][700/3520] lr: 5.000e-05, eta: 4:34:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7531, loss_cls: 2.0251, loss: 2.0251, grad_norm: 15.4533 2021-08-17 23:54:41,065 - mmaction - INFO - Epoch [43][720/3520] lr: 5.000e-05, eta: 4:34:41, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7750, loss_cls: 1.9771, loss: 1.9771, grad_norm: 15.2298 2021-08-17 23:54:52,629 - mmaction - INFO - Epoch [43][740/3520] lr: 5.000e-05, eta: 4:34:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7635, loss_cls: 2.0076, loss: 2.0076, grad_norm: 15.3352 2021-08-17 23:55:04,190 - mmaction - INFO - Epoch [43][760/3520] lr: 5.000e-05, eta: 4:34:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7760, loss_cls: 1.9698, loss: 1.9698, grad_norm: 15.2895 2021-08-17 23:55:15,717 - mmaction - INFO - Epoch [43][780/3520] lr: 5.000e-05, eta: 4:34:05, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7729, loss_cls: 1.9546, loss: 1.9546, grad_norm: 15.4762 2021-08-17 23:55:27,345 - mmaction - INFO - Epoch [43][800/3520] lr: 5.000e-05, eta: 4:33:53, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7656, loss_cls: 2.0464, loss: 2.0464, grad_norm: 15.5999 2021-08-17 23:55:38,851 - mmaction - INFO - Epoch [43][820/3520] lr: 5.000e-05, eta: 4:33:41, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4437, top5_acc: 0.7615, loss_cls: 2.0929, loss: 2.0929, grad_norm: 15.7752 2021-08-17 23:55:50,456 - mmaction - INFO - Epoch [43][840/3520] lr: 5.000e-05, eta: 4:33:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7781, loss_cls: 2.0404, loss: 2.0404, grad_norm: 15.3844 2021-08-17 23:56:02,054 - mmaction - INFO - Epoch [43][860/3520] lr: 5.000e-05, eta: 4:33:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7646, loss_cls: 1.9784, loss: 1.9784, grad_norm: 15.6977 2021-08-17 23:56:13,567 - mmaction - INFO - Epoch [43][880/3520] lr: 5.000e-05, eta: 4:33:05, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7958, loss_cls: 1.9725, loss: 1.9725, grad_norm: 15.1215 2021-08-17 23:56:25,065 - mmaction - INFO - Epoch [43][900/3520] lr: 5.000e-05, eta: 4:32:53, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 1.9890, loss: 1.9890, grad_norm: 15.0683 2021-08-17 23:56:36,643 - mmaction - INFO - Epoch [43][920/3520] lr: 5.000e-05, eta: 4:32:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7781, loss_cls: 1.9687, loss: 1.9687, grad_norm: 15.6173 2021-08-17 23:56:48,198 - mmaction - INFO - Epoch [43][940/3520] lr: 5.000e-05, eta: 4:32:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7688, loss_cls: 2.0303, loss: 2.0303, grad_norm: 15.5200 2021-08-17 23:56:59,729 - mmaction - INFO - Epoch [43][960/3520] lr: 5.000e-05, eta: 4:32:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7844, loss_cls: 1.9265, loss: 1.9265, grad_norm: 15.3118 2021-08-17 23:57:11,398 - mmaction - INFO - Epoch [43][980/3520] lr: 5.000e-05, eta: 4:32:04, time: 0.583, data_time: 0.001, memory: 8335, top1_acc: 0.5271, top5_acc: 0.7865, loss_cls: 1.8710, loss: 1.8710, grad_norm: 14.8503 2021-08-17 23:57:22,993 - mmaction - INFO - Epoch [43][1000/3520] lr: 5.000e-05, eta: 4:31:52, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5177, top5_acc: 0.8000, loss_cls: 1.9213, loss: 1.9213, grad_norm: 14.9619 2021-08-17 23:57:34,544 - mmaction - INFO - Epoch [43][1020/3520] lr: 5.000e-05, eta: 4:31:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7760, loss_cls: 1.9693, loss: 1.9693, grad_norm: 15.4633 2021-08-17 23:57:46,148 - mmaction - INFO - Epoch [43][1040/3520] lr: 5.000e-05, eta: 4:31:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7865, loss_cls: 1.9662, loss: 1.9662, grad_norm: 14.9743 2021-08-17 23:57:57,714 - mmaction - INFO - Epoch [43][1060/3520] lr: 5.000e-05, eta: 4:31:16, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7833, loss_cls: 1.8882, loss: 1.8882, grad_norm: 15.2246 2021-08-17 23:58:09,296 - mmaction - INFO - Epoch [43][1080/3520] lr: 5.000e-05, eta: 4:31:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7469, loss_cls: 2.0705, loss: 2.0705, grad_norm: 15.8367 2021-08-17 23:58:20,876 - mmaction - INFO - Epoch [43][1100/3520] lr: 5.000e-05, eta: 4:30:52, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7927, loss_cls: 1.9574, loss: 1.9574, grad_norm: 15.0478 2021-08-17 23:58:32,466 - mmaction - INFO - Epoch [43][1120/3520] lr: 5.000e-05, eta: 4:30:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7844, loss_cls: 1.9862, loss: 1.9862, grad_norm: 15.2645 2021-08-17 23:58:44,024 - mmaction - INFO - Epoch [43][1140/3520] lr: 5.000e-05, eta: 4:30:27, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7823, loss_cls: 1.9901, loss: 1.9901, grad_norm: 15.2391 2021-08-17 23:58:55,557 - mmaction - INFO - Epoch [43][1160/3520] lr: 5.000e-05, eta: 4:30:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7885, loss_cls: 1.9135, loss: 1.9135, grad_norm: 14.7560 2021-08-17 23:59:07,060 - mmaction - INFO - Epoch [43][1180/3520] lr: 5.000e-05, eta: 4:30:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7573, loss_cls: 2.0422, loss: 2.0422, grad_norm: 15.1369 2021-08-17 23:59:18,615 - mmaction - INFO - Epoch [43][1200/3520] lr: 5.000e-05, eta: 4:29:51, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7760, loss_cls: 1.9154, loss: 1.9154, grad_norm: 15.0212 2021-08-17 23:59:30,149 - mmaction - INFO - Epoch [43][1220/3520] lr: 5.000e-05, eta: 4:29:39, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7885, loss_cls: 1.9177, loss: 1.9177, grad_norm: 15.0388 2021-08-17 23:59:41,727 - mmaction - INFO - Epoch [43][1240/3520] lr: 5.000e-05, eta: 4:29:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7833, loss_cls: 1.9885, loss: 1.9885, grad_norm: 15.7380 2021-08-17 23:59:53,280 - mmaction - INFO - Epoch [43][1260/3520] lr: 5.000e-05, eta: 4:29:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7646, loss_cls: 1.9802, loss: 1.9802, grad_norm: 15.8377 2021-08-18 00:00:08,780 - mmaction - INFO - Epoch [43][1280/3520] lr: 5.000e-05, eta: 4:29:03, time: 0.738, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7781, loss_cls: 1.9843, loss: 1.9843, grad_norm: 15.3610 2021-08-18 00:00:20,446 - mmaction - INFO - Epoch [43][1300/3520] lr: 5.000e-05, eta: 4:28:51, time: 0.621, data_time: 0.049, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7708, loss_cls: 2.0321, loss: 2.0321, grad_norm: 15.2910 2021-08-18 00:00:32,215 - mmaction - INFO - Epoch [43][1320/3520] lr: 5.000e-05, eta: 4:28:39, time: 0.588, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7781, loss_cls: 1.9521, loss: 1.9521, grad_norm: 15.4224 2021-08-18 00:00:43,710 - mmaction - INFO - Epoch [43][1340/3520] lr: 5.000e-05, eta: 4:28:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7937, loss_cls: 1.9208, loss: 1.9208, grad_norm: 15.2019 2021-08-18 00:00:55,228 - mmaction - INFO - Epoch [43][1360/3520] lr: 5.000e-05, eta: 4:28:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7802, loss_cls: 1.9293, loss: 1.9293, grad_norm: 15.5200 2021-08-18 00:01:06,780 - mmaction - INFO - Epoch [43][1380/3520] lr: 5.000e-05, eta: 4:28:03, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7958, loss_cls: 1.9096, loss: 1.9096, grad_norm: 15.6049 2021-08-18 00:01:18,582 - mmaction - INFO - Epoch [43][1400/3520] lr: 5.000e-05, eta: 4:27:51, time: 0.589, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7604, loss_cls: 2.0567, loss: 2.0567, grad_norm: 16.0374 2021-08-18 00:01:30,167 - mmaction - INFO - Epoch [43][1420/3520] lr: 5.000e-05, eta: 4:27:39, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7927, loss_cls: 1.8581, loss: 1.8581, grad_norm: 14.7390 2021-08-18 00:01:41,746 - mmaction - INFO - Epoch [43][1440/3520] lr: 5.000e-05, eta: 4:27:27, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7865, loss_cls: 1.9010, loss: 1.9010, grad_norm: 14.8776 2021-08-18 00:01:53,320 - mmaction - INFO - Epoch [43][1460/3520] lr: 5.000e-05, eta: 4:27:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7656, loss_cls: 2.0496, loss: 2.0496, grad_norm: 15.9953 2021-08-18 00:02:04,909 - mmaction - INFO - Epoch [43][1480/3520] lr: 5.000e-05, eta: 4:27:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7969, loss_cls: 1.9481, loss: 1.9481, grad_norm: 15.1803 2021-08-18 00:02:16,482 - mmaction - INFO - Epoch [43][1500/3520] lr: 5.000e-05, eta: 4:26:51, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9031, loss: 1.9031, grad_norm: 14.5945 2021-08-18 00:02:28,059 - mmaction - INFO - Epoch [43][1520/3520] lr: 5.000e-05, eta: 4:26:38, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.8737, loss: 1.8737, grad_norm: 14.8027 2021-08-18 00:02:39,622 - mmaction - INFO - Epoch [43][1540/3520] lr: 5.000e-05, eta: 4:26:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8063, loss_cls: 1.8241, loss: 1.8241, grad_norm: 14.7012 2021-08-18 00:02:51,201 - mmaction - INFO - Epoch [43][1560/3520] lr: 5.000e-05, eta: 4:26:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7812, loss_cls: 1.9503, loss: 1.9503, grad_norm: 15.2196 2021-08-18 00:03:02,799 - mmaction - INFO - Epoch [43][1580/3520] lr: 5.000e-05, eta: 4:26:02, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7604, loss_cls: 2.0773, loss: 2.0773, grad_norm: 15.8440 2021-08-18 00:03:14,370 - mmaction - INFO - Epoch [43][1600/3520] lr: 5.000e-05, eta: 4:25:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7948, loss_cls: 1.9022, loss: 1.9022, grad_norm: 14.8138 2021-08-18 00:03:25,955 - mmaction - INFO - Epoch [43][1620/3520] lr: 5.000e-05, eta: 4:25:38, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7979, loss_cls: 1.9641, loss: 1.9641, grad_norm: 15.2443 2021-08-18 00:03:37,492 - mmaction - INFO - Epoch [43][1640/3520] lr: 5.000e-05, eta: 4:25:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7917, loss_cls: 2.0215, loss: 2.0215, grad_norm: 15.3446 2021-08-18 00:03:49,028 - mmaction - INFO - Epoch [43][1660/3520] lr: 5.000e-05, eta: 4:25:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7865, loss_cls: 1.9216, loss: 1.9216, grad_norm: 15.3006 2021-08-18 00:04:00,590 - mmaction - INFO - Epoch [43][1680/3520] lr: 5.000e-05, eta: 4:25:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7927, loss_cls: 1.9230, loss: 1.9230, grad_norm: 15.0243 2021-08-18 00:04:12,103 - mmaction - INFO - Epoch [43][1700/3520] lr: 5.000e-05, eta: 4:24:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7958, loss_cls: 1.9307, loss: 1.9307, grad_norm: 15.3264 2021-08-18 00:04:23,617 - mmaction - INFO - Epoch [43][1720/3520] lr: 5.000e-05, eta: 4:24:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.9293, loss: 1.9293, grad_norm: 15.4687 2021-08-18 00:04:35,263 - mmaction - INFO - Epoch [43][1740/3520] lr: 5.000e-05, eta: 4:24:25, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7844, loss_cls: 1.9552, loss: 1.9552, grad_norm: 15.3345 2021-08-18 00:04:46,852 - mmaction - INFO - Epoch [43][1760/3520] lr: 5.000e-05, eta: 4:24:13, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7479, loss_cls: 2.0962, loss: 2.0962, grad_norm: 15.8454 2021-08-18 00:04:58,415 - mmaction - INFO - Epoch [43][1780/3520] lr: 5.000e-05, eta: 4:24:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7667, loss_cls: 2.0225, loss: 2.0225, grad_norm: 15.4360 2021-08-18 00:05:10,018 - mmaction - INFO - Epoch [43][1800/3520] lr: 5.000e-05, eta: 4:23:49, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5312, top5_acc: 0.7990, loss_cls: 1.8391, loss: 1.8391, grad_norm: 15.3016 2021-08-18 00:05:21,536 - mmaction - INFO - Epoch [43][1820/3520] lr: 5.000e-05, eta: 4:23:37, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7729, loss_cls: 1.9865, loss: 1.9865, grad_norm: 15.4726 2021-08-18 00:05:33,141 - mmaction - INFO - Epoch [43][1840/3520] lr: 5.000e-05, eta: 4:23:25, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7760, loss_cls: 1.9236, loss: 1.9236, grad_norm: 14.7138 2021-08-18 00:05:44,673 - mmaction - INFO - Epoch [43][1860/3520] lr: 5.000e-05, eta: 4:23:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7583, loss_cls: 2.0846, loss: 2.0846, grad_norm: 16.0232 2021-08-18 00:05:56,249 - mmaction - INFO - Epoch [43][1880/3520] lr: 5.000e-05, eta: 4:23:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4552, top5_acc: 0.7646, loss_cls: 2.0588, loss: 2.0588, grad_norm: 15.8211 2021-08-18 00:06:07,812 - mmaction - INFO - Epoch [43][1900/3520] lr: 5.000e-05, eta: 4:22:49, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7792, loss_cls: 1.9813, loss: 1.9813, grad_norm: 15.0914 2021-08-18 00:06:19,444 - mmaction - INFO - Epoch [43][1920/3520] lr: 5.000e-05, eta: 4:22:37, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.8031, loss_cls: 1.9028, loss: 1.9028, grad_norm: 15.3460 2021-08-18 00:06:31,025 - mmaction - INFO - Epoch [43][1940/3520] lr: 5.000e-05, eta: 4:22:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5344, top5_acc: 0.7958, loss_cls: 1.8842, loss: 1.8842, grad_norm: 15.3576 2021-08-18 00:06:42,640 - mmaction - INFO - Epoch [43][1960/3520] lr: 5.000e-05, eta: 4:22:13, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7979, loss_cls: 1.9247, loss: 1.9247, grad_norm: 15.2884 2021-08-18 00:06:54,138 - mmaction - INFO - Epoch [43][1980/3520] lr: 5.000e-05, eta: 4:22:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7802, loss_cls: 1.9413, loss: 1.9413, grad_norm: 15.2595 2021-08-18 00:07:05,816 - mmaction - INFO - Epoch [43][2000/3520] lr: 5.000e-05, eta: 4:21:48, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 1.9948, loss: 1.9948, grad_norm: 15.3983 2021-08-18 00:07:17,348 - mmaction - INFO - Epoch [43][2020/3520] lr: 5.000e-05, eta: 4:21:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7698, loss_cls: 1.9845, loss: 1.9845, grad_norm: 15.4205 2021-08-18 00:07:28,896 - mmaction - INFO - Epoch [43][2040/3520] lr: 5.000e-05, eta: 4:21:24, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7698, loss_cls: 1.9217, loss: 1.9217, grad_norm: 14.9402 2021-08-18 00:07:40,500 - mmaction - INFO - Epoch [43][2060/3520] lr: 5.000e-05, eta: 4:21:12, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7854, loss_cls: 1.8979, loss: 1.8979, grad_norm: 14.9260 2021-08-18 00:07:51,983 - mmaction - INFO - Epoch [43][2080/3520] lr: 5.000e-05, eta: 4:21:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7740, loss_cls: 2.0236, loss: 2.0236, grad_norm: 15.4036 2021-08-18 00:08:03,600 - mmaction - INFO - Epoch [43][2100/3520] lr: 5.000e-05, eta: 4:20:48, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7802, loss_cls: 1.9777, loss: 1.9777, grad_norm: 16.0272 2021-08-18 00:08:15,139 - mmaction - INFO - Epoch [43][2120/3520] lr: 5.000e-05, eta: 4:20:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.8083, loss_cls: 1.8420, loss: 1.8420, grad_norm: 14.8257 2021-08-18 00:08:26,764 - mmaction - INFO - Epoch [43][2140/3520] lr: 5.000e-05, eta: 4:20:24, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7781, loss_cls: 1.8761, loss: 1.8761, grad_norm: 15.0341 2021-08-18 00:08:38,341 - mmaction - INFO - Epoch [43][2160/3520] lr: 5.000e-05, eta: 4:20:12, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7677, loss_cls: 2.0623, loss: 2.0623, grad_norm: 16.4438 2021-08-18 00:08:49,898 - mmaction - INFO - Epoch [43][2180/3520] lr: 5.000e-05, eta: 4:20:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7740, loss_cls: 2.0430, loss: 2.0430, grad_norm: 15.4452 2021-08-18 00:09:01,447 - mmaction - INFO - Epoch [43][2200/3520] lr: 5.000e-05, eta: 4:19:47, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7885, loss_cls: 1.9748, loss: 1.9748, grad_norm: 15.1613 2021-08-18 00:09:13,002 - mmaction - INFO - Epoch [43][2220/3520] lr: 5.000e-05, eta: 4:19:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7615, loss_cls: 2.0001, loss: 2.0001, grad_norm: 15.1539 2021-08-18 00:09:24,554 - mmaction - INFO - Epoch [43][2240/3520] lr: 5.000e-05, eta: 4:19:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7833, loss_cls: 1.9219, loss: 1.9219, grad_norm: 14.8229 2021-08-18 00:09:36,083 - mmaction - INFO - Epoch [43][2260/3520] lr: 5.000e-05, eta: 4:19:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7896, loss_cls: 1.9244, loss: 1.9244, grad_norm: 15.4687 2021-08-18 00:09:47,589 - mmaction - INFO - Epoch [43][2280/3520] lr: 5.000e-05, eta: 4:18:59, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7802, loss_cls: 1.9878, loss: 1.9878, grad_norm: 15.3902 2021-08-18 00:09:59,208 - mmaction - INFO - Epoch [43][2300/3520] lr: 5.000e-05, eta: 4:18:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7823, loss_cls: 1.9802, loss: 1.9802, grad_norm: 15.3337 2021-08-18 00:10:10,769 - mmaction - INFO - Epoch [43][2320/3520] lr: 5.000e-05, eta: 4:18:35, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7958, loss_cls: 1.8980, loss: 1.8980, grad_norm: 15.0580 2021-08-18 00:10:22,395 - mmaction - INFO - Epoch [43][2340/3520] lr: 5.000e-05, eta: 4:18:23, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7885, loss_cls: 1.9779, loss: 1.9779, grad_norm: 15.6686 2021-08-18 00:10:33,971 - mmaction - INFO - Epoch [43][2360/3520] lr: 5.000e-05, eta: 4:18:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7688, loss_cls: 2.0014, loss: 2.0014, grad_norm: 15.5526 2021-08-18 00:10:45,648 - mmaction - INFO - Epoch [43][2380/3520] lr: 5.000e-05, eta: 4:17:59, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7729, loss_cls: 2.0059, loss: 2.0059, grad_norm: 15.3829 2021-08-18 00:10:57,219 - mmaction - INFO - Epoch [43][2400/3520] lr: 5.000e-05, eta: 4:17:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7740, loss_cls: 2.0055, loss: 2.0055, grad_norm: 15.6269 2021-08-18 00:11:08,739 - mmaction - INFO - Epoch [43][2420/3520] lr: 5.000e-05, eta: 4:17:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7823, loss_cls: 1.9462, loss: 1.9462, grad_norm: 15.7182 2021-08-18 00:11:20,344 - mmaction - INFO - Epoch [43][2440/3520] lr: 5.000e-05, eta: 4:17:22, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7833, loss_cls: 1.9489, loss: 1.9489, grad_norm: 15.2170 2021-08-18 00:11:31,915 - mmaction - INFO - Epoch [43][2460/3520] lr: 5.000e-05, eta: 4:17:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4469, top5_acc: 0.7510, loss_cls: 2.1268, loss: 2.1268, grad_norm: 16.0555 2021-08-18 00:11:43,395 - mmaction - INFO - Epoch [43][2480/3520] lr: 5.000e-05, eta: 4:16:58, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7698, loss_cls: 1.9420, loss: 1.9420, grad_norm: 14.4837 2021-08-18 00:11:54,979 - mmaction - INFO - Epoch [43][2500/3520] lr: 5.000e-05, eta: 4:16:46, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7958, loss_cls: 1.8711, loss: 1.8711, grad_norm: 14.6180 2021-08-18 00:12:06,504 - mmaction - INFO - Epoch [43][2520/3520] lr: 5.000e-05, eta: 4:16:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7750, loss_cls: 1.9353, loss: 1.9353, grad_norm: 15.1157 2021-08-18 00:12:18,090 - mmaction - INFO - Epoch [43][2540/3520] lr: 5.000e-05, eta: 4:16:22, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7708, loss_cls: 1.9992, loss: 1.9992, grad_norm: 15.5169 2021-08-18 00:12:29,679 - mmaction - INFO - Epoch [43][2560/3520] lr: 5.000e-05, eta: 4:16:10, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5312, top5_acc: 0.8042, loss_cls: 1.8197, loss: 1.8197, grad_norm: 14.5445 2021-08-18 00:12:41,254 - mmaction - INFO - Epoch [43][2580/3520] lr: 5.000e-05, eta: 4:15:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7812, loss_cls: 1.9863, loss: 1.9863, grad_norm: 15.5993 2021-08-18 00:12:52,749 - mmaction - INFO - Epoch [43][2600/3520] lr: 5.000e-05, eta: 4:15:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7906, loss_cls: 1.9838, loss: 1.9838, grad_norm: 15.8490 2021-08-18 00:13:04,386 - mmaction - INFO - Epoch [43][2620/3520] lr: 5.000e-05, eta: 4:15:34, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7875, loss_cls: 1.8835, loss: 1.8835, grad_norm: 15.0659 2021-08-18 00:13:16,091 - mmaction - INFO - Epoch [43][2640/3520] lr: 5.000e-05, eta: 4:15:22, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7948, loss_cls: 1.9249, loss: 1.9249, grad_norm: 16.1599 2021-08-18 00:13:27,659 - mmaction - INFO - Epoch [43][2660/3520] lr: 5.000e-05, eta: 4:15:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5521, top5_acc: 0.8083, loss_cls: 1.8406, loss: 1.8406, grad_norm: 15.2191 2021-08-18 00:13:39,345 - mmaction - INFO - Epoch [43][2680/3520] lr: 5.000e-05, eta: 4:14:58, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.5240, top5_acc: 0.8083, loss_cls: 1.8189, loss: 1.8189, grad_norm: 14.7920 2021-08-18 00:13:50,895 - mmaction - INFO - Epoch [43][2700/3520] lr: 5.000e-05, eta: 4:14:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7781, loss_cls: 1.9914, loss: 1.9914, grad_norm: 15.2354 2021-08-18 00:14:02,462 - mmaction - INFO - Epoch [43][2720/3520] lr: 5.000e-05, eta: 4:14:33, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7927, loss_cls: 1.8777, loss: 1.8777, grad_norm: 15.3586 2021-08-18 00:14:14,080 - mmaction - INFO - Epoch [43][2740/3520] lr: 5.000e-05, eta: 4:14:21, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7542, loss_cls: 2.0143, loss: 2.0143, grad_norm: 15.4818 2021-08-18 00:14:25,629 - mmaction - INFO - Epoch [43][2760/3520] lr: 5.000e-05, eta: 4:14:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7646, loss_cls: 2.0232, loss: 2.0232, grad_norm: 15.4210 2021-08-18 00:14:37,172 - mmaction - INFO - Epoch [43][2780/3520] lr: 5.000e-05, eta: 4:13:57, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7708, loss_cls: 2.0137, loss: 2.0137, grad_norm: 15.5981 2021-08-18 00:14:48,697 - mmaction - INFO - Epoch [43][2800/3520] lr: 5.000e-05, eta: 4:13:45, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7833, loss_cls: 1.9158, loss: 1.9158, grad_norm: 15.1748 2021-08-18 00:15:00,270 - mmaction - INFO - Epoch [43][2820/3520] lr: 5.000e-05, eta: 4:13:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7750, loss_cls: 2.0108, loss: 2.0108, grad_norm: 15.6678 2021-08-18 00:15:11,753 - mmaction - INFO - Epoch [43][2840/3520] lr: 5.000e-05, eta: 4:13:21, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7854, loss_cls: 1.9772, loss: 1.9772, grad_norm: 15.4704 2021-08-18 00:15:23,311 - mmaction - INFO - Epoch [43][2860/3520] lr: 5.000e-05, eta: 4:13:09, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4562, top5_acc: 0.7656, loss_cls: 2.0022, loss: 2.0022, grad_norm: 15.2695 2021-08-18 00:15:34,895 - mmaction - INFO - Epoch [43][2880/3520] lr: 5.000e-05, eta: 4:12:57, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 1.9665, loss: 1.9665, grad_norm: 15.2508 2021-08-18 00:15:46,492 - mmaction - INFO - Epoch [43][2900/3520] lr: 5.000e-05, eta: 4:12:45, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7698, loss_cls: 2.0289, loss: 2.0289, grad_norm: 16.1913 2021-08-18 00:15:58,062 - mmaction - INFO - Epoch [43][2920/3520] lr: 5.000e-05, eta: 4:12:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7771, loss_cls: 1.9773, loss: 1.9773, grad_norm: 15.7216 2021-08-18 00:16:09,789 - mmaction - INFO - Epoch [43][2940/3520] lr: 5.000e-05, eta: 4:12:20, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7906, loss_cls: 1.9706, loss: 1.9706, grad_norm: 15.3588 2021-08-18 00:16:21,348 - mmaction - INFO - Epoch [43][2960/3520] lr: 5.000e-05, eta: 4:12:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7594, loss_cls: 2.0135, loss: 2.0135, grad_norm: 15.7027 2021-08-18 00:16:32,973 - mmaction - INFO - Epoch [43][2980/3520] lr: 5.000e-05, eta: 4:11:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7729, loss_cls: 2.0154, loss: 2.0154, grad_norm: 15.6474 2021-08-18 00:16:44,567 - mmaction - INFO - Epoch [43][3000/3520] lr: 5.000e-05, eta: 4:11:44, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7677, loss_cls: 2.0248, loss: 2.0248, grad_norm: 15.6810 2021-08-18 00:16:56,117 - mmaction - INFO - Epoch [43][3020/3520] lr: 5.000e-05, eta: 4:11:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7667, loss_cls: 1.9867, loss: 1.9867, grad_norm: 14.9556 2021-08-18 00:17:07,632 - mmaction - INFO - Epoch [43][3040/3520] lr: 5.000e-05, eta: 4:11:20, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7635, loss_cls: 1.9701, loss: 1.9701, grad_norm: 15.4240 2021-08-18 00:17:19,180 - mmaction - INFO - Epoch [43][3060/3520] lr: 5.000e-05, eta: 4:11:08, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7958, loss_cls: 1.8616, loss: 1.8616, grad_norm: 15.4704 2021-08-18 00:17:30,721 - mmaction - INFO - Epoch [43][3080/3520] lr: 5.000e-05, eta: 4:10:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7875, loss_cls: 1.9599, loss: 1.9599, grad_norm: 15.6643 2021-08-18 00:17:42,312 - mmaction - INFO - Epoch [43][3100/3520] lr: 5.000e-05, eta: 4:10:44, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7729, loss_cls: 1.9956, loss: 1.9956, grad_norm: 15.1372 2021-08-18 00:17:53,877 - mmaction - INFO - Epoch [43][3120/3520] lr: 5.000e-05, eta: 4:10:32, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7812, loss_cls: 1.9251, loss: 1.9251, grad_norm: 15.3358 2021-08-18 00:18:05,428 - mmaction - INFO - Epoch [43][3140/3520] lr: 5.000e-05, eta: 4:10:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7760, loss_cls: 1.9804, loss: 1.9804, grad_norm: 14.5932 2021-08-18 00:18:17,022 - mmaction - INFO - Epoch [43][3160/3520] lr: 5.000e-05, eta: 4:10:08, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7781, loss_cls: 1.9147, loss: 1.9147, grad_norm: 15.2113 2021-08-18 00:18:28,683 - mmaction - INFO - Epoch [43][3180/3520] lr: 5.000e-05, eta: 4:09:56, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7594, loss_cls: 2.0941, loss: 2.0941, grad_norm: 15.6654 2021-08-18 00:18:40,267 - mmaction - INFO - Epoch [43][3200/3520] lr: 5.000e-05, eta: 4:09:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7635, loss_cls: 2.0167, loss: 2.0167, grad_norm: 15.4391 2021-08-18 00:18:51,847 - mmaction - INFO - Epoch [43][3220/3520] lr: 5.000e-05, eta: 4:09:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7812, loss_cls: 1.9594, loss: 1.9594, grad_norm: 15.3235 2021-08-18 00:19:03,462 - mmaction - INFO - Epoch [43][3240/3520] lr: 5.000e-05, eta: 4:09:19, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7792, loss_cls: 1.9539, loss: 1.9539, grad_norm: 15.4401 2021-08-18 00:19:15,095 - mmaction - INFO - Epoch [43][3260/3520] lr: 5.000e-05, eta: 4:09:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7698, loss_cls: 1.9919, loss: 1.9919, grad_norm: 15.3649 2021-08-18 00:19:26,744 - mmaction - INFO - Epoch [43][3280/3520] lr: 5.000e-05, eta: 4:08:55, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7917, loss_cls: 1.9049, loss: 1.9049, grad_norm: 14.7563 2021-08-18 00:19:38,490 - mmaction - INFO - Epoch [43][3300/3520] lr: 5.000e-05, eta: 4:08:43, time: 0.587, data_time: 0.003, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7552, loss_cls: 2.0634, loss: 2.0634, grad_norm: 15.8426 2021-08-18 00:19:50,061 - mmaction - INFO - Epoch [43][3320/3520] lr: 5.000e-05, eta: 4:08:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7927, loss_cls: 1.9026, loss: 1.9026, grad_norm: 15.2512 2021-08-18 00:20:01,703 - mmaction - INFO - Epoch [43][3340/3520] lr: 5.000e-05, eta: 4:08:19, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7719, loss_cls: 1.9645, loss: 1.9645, grad_norm: 14.9475 2021-08-18 00:20:13,287 - mmaction - INFO - Epoch [43][3360/3520] lr: 5.000e-05, eta: 4:08:07, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7990, loss_cls: 1.9260, loss: 1.9260, grad_norm: 15.1641 2021-08-18 00:20:24,915 - mmaction - INFO - Epoch [43][3380/3520] lr: 5.000e-05, eta: 4:07:55, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7958, loss_cls: 1.9053, loss: 1.9053, grad_norm: 15.1729 2021-08-18 00:20:36,514 - mmaction - INFO - Epoch [43][3400/3520] lr: 5.000e-05, eta: 4:07:43, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7906, loss_cls: 1.9088, loss: 1.9088, grad_norm: 15.6172 2021-08-18 00:20:48,134 - mmaction - INFO - Epoch [43][3420/3520] lr: 5.000e-05, eta: 4:07:31, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7854, loss_cls: 1.9240, loss: 1.9240, grad_norm: 15.6668 2021-08-18 00:20:59,666 - mmaction - INFO - Epoch [43][3440/3520] lr: 5.000e-05, eta: 4:07:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7885, loss_cls: 1.9221, loss: 1.9221, grad_norm: 14.8003 2021-08-18 00:21:11,219 - mmaction - INFO - Epoch [43][3460/3520] lr: 5.000e-05, eta: 4:07:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7635, loss_cls: 2.0274, loss: 2.0274, grad_norm: 15.3989 2021-08-18 00:21:22,774 - mmaction - INFO - Epoch [43][3480/3520] lr: 5.000e-05, eta: 4:06:54, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7865, loss_cls: 1.9965, loss: 1.9965, grad_norm: 15.3926 2021-08-18 00:21:34,303 - mmaction - INFO - Epoch [43][3500/3520] lr: 5.000e-05, eta: 4:06:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7667, loss_cls: 2.0138, loss: 2.0138, grad_norm: 15.6805 2021-08-18 00:21:45,435 - mmaction - INFO - Epoch [43][3520/3520] lr: 5.000e-05, eta: 4:06:30, time: 0.557, data_time: 0.004, memory: 8335, top1_acc: 0.5011, top5_acc: 0.7837, loss_cls: 1.9401, loss: 1.9401, grad_norm: 15.2577 2021-08-18 00:25:48,458 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 00:25:48,976 - mmaction - INFO - top1_acc 0.2600 top5_acc 0.5492 2021-08-18 00:25:48,976 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 00:25:49,033 - mmaction - INFO - mean_acc 0.2026 2021-08-18 00:25:49,040 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-08-18 00:25:49,980 - mmaction - INFO - Epoch(val) [43][259] top1_acc: 0.2600, top5_acc: 0.5492, mean_class_accuracy: 0.2026 2021-08-18 00:27:11,146 - mmaction - INFO - Epoch [44][20/3520] lr: 5.000e-05, eta: 4:06:29, time: 4.054, data_time: 3.389, memory: 8335, top1_acc: 0.5302, top5_acc: 0.8042, loss_cls: 1.8063, loss: 1.8063, grad_norm: 15.2305 2021-08-18 00:27:22,645 - mmaction - INFO - Epoch [44][40/3520] lr: 5.000e-05, eta: 4:06:17, time: 0.577, data_time: 0.006, memory: 8335, top1_acc: 0.5115, top5_acc: 0.8094, loss_cls: 1.8322, loss: 1.8322, grad_norm: 14.8386 2021-08-18 00:27:34,248 - mmaction - INFO - Epoch [44][60/3520] lr: 5.000e-05, eta: 4:06:05, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7740, loss_cls: 1.9467, loss: 1.9467, grad_norm: 15.1311 2021-08-18 00:27:45,801 - mmaction - INFO - Epoch [44][80/3520] lr: 5.000e-05, eta: 4:05:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7927, loss_cls: 1.9288, loss: 1.9288, grad_norm: 15.0019 2021-08-18 00:27:57,364 - mmaction - INFO - Epoch [44][100/3520] lr: 5.000e-05, eta: 4:05:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7896, loss_cls: 1.9178, loss: 1.9178, grad_norm: 15.6601 2021-08-18 00:28:08,902 - mmaction - INFO - Epoch [44][120/3520] lr: 5.000e-05, eta: 4:05:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7958, loss_cls: 1.8641, loss: 1.8641, grad_norm: 14.3622 2021-08-18 00:28:20,403 - mmaction - INFO - Epoch [44][140/3520] lr: 5.000e-05, eta: 4:05:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7760, loss_cls: 1.9883, loss: 1.9883, grad_norm: 15.8433 2021-08-18 00:28:31,959 - mmaction - INFO - Epoch [44][160/3520] lr: 5.000e-05, eta: 4:05:05, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7760, loss_cls: 1.9300, loss: 1.9300, grad_norm: 15.2141 2021-08-18 00:28:43,495 - mmaction - INFO - Epoch [44][180/3520] lr: 5.000e-05, eta: 4:04:53, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5271, top5_acc: 0.8031, loss_cls: 1.8638, loss: 1.8638, grad_norm: 15.2073 2021-08-18 00:28:55,064 - mmaction - INFO - Epoch [44][200/3520] lr: 5.000e-05, eta: 4:04:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7771, loss_cls: 1.9185, loss: 1.9185, grad_norm: 15.2244 2021-08-18 00:29:06,568 - mmaction - INFO - Epoch [44][220/3520] lr: 5.000e-05, eta: 4:04:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.8094, loss_cls: 1.9014, loss: 1.9014, grad_norm: 15.4877 2021-08-18 00:29:18,104 - mmaction - INFO - Epoch [44][240/3520] lr: 5.000e-05, eta: 4:04:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7896, loss_cls: 1.9284, loss: 1.9284, grad_norm: 15.3235 2021-08-18 00:29:29,619 - mmaction - INFO - Epoch [44][260/3520] lr: 5.000e-05, eta: 4:04:04, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7760, loss_cls: 1.9421, loss: 1.9421, grad_norm: 14.8805 2021-08-18 00:29:41,165 - mmaction - INFO - Epoch [44][280/3520] lr: 5.000e-05, eta: 4:03:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 1.9675, loss: 1.9675, grad_norm: 15.5167 2021-08-18 00:29:52,704 - mmaction - INFO - Epoch [44][300/3520] lr: 5.000e-05, eta: 4:03:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4594, top5_acc: 0.8021, loss_cls: 1.9524, loss: 1.9524, grad_norm: 15.7610 2021-08-18 00:30:04,346 - mmaction - INFO - Epoch [44][320/3520] lr: 5.000e-05, eta: 4:03:28, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7948, loss_cls: 1.9226, loss: 1.9226, grad_norm: 15.3589 2021-08-18 00:30:15,870 - mmaction - INFO - Epoch [44][340/3520] lr: 5.000e-05, eta: 4:03:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7948, loss_cls: 1.9228, loss: 1.9228, grad_norm: 15.5414 2021-08-18 00:30:27,448 - mmaction - INFO - Epoch [44][360/3520] lr: 5.000e-05, eta: 4:03:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9281, loss: 1.9281, grad_norm: 14.8709 2021-08-18 00:30:39,028 - mmaction - INFO - Epoch [44][380/3520] lr: 5.000e-05, eta: 4:02:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7917, loss_cls: 1.8557, loss: 1.8557, grad_norm: 15.2772 2021-08-18 00:30:50,617 - mmaction - INFO - Epoch [44][400/3520] lr: 5.000e-05, eta: 4:02:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7781, loss_cls: 1.9741, loss: 1.9741, grad_norm: 15.3189 2021-08-18 00:31:02,161 - mmaction - INFO - Epoch [44][420/3520] lr: 5.000e-05, eta: 4:02:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7937, loss_cls: 1.9395, loss: 1.9395, grad_norm: 15.2388 2021-08-18 00:31:13,686 - mmaction - INFO - Epoch [44][440/3520] lr: 5.000e-05, eta: 4:02:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.8010, loss_cls: 1.8839, loss: 1.8839, grad_norm: 15.2823 2021-08-18 00:31:25,215 - mmaction - INFO - Epoch [44][460/3520] lr: 5.000e-05, eta: 4:02:03, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7906, loss_cls: 1.9502, loss: 1.9502, grad_norm: 15.4398 2021-08-18 00:31:36,763 - mmaction - INFO - Epoch [44][480/3520] lr: 5.000e-05, eta: 4:01:51, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5240, top5_acc: 0.8042, loss_cls: 1.8375, loss: 1.8375, grad_norm: 15.4247 2021-08-18 00:31:48,328 - mmaction - INFO - Epoch [44][500/3520] lr: 5.000e-05, eta: 4:01:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.8052, loss_cls: 1.8556, loss: 1.8556, grad_norm: 15.4313 2021-08-18 00:31:59,915 - mmaction - INFO - Epoch [44][520/3520] lr: 5.000e-05, eta: 4:01:27, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7604, loss_cls: 2.0379, loss: 2.0379, grad_norm: 15.8996 2021-08-18 00:32:11,462 - mmaction - INFO - Epoch [44][540/3520] lr: 5.000e-05, eta: 4:01:15, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7948, loss_cls: 1.9508, loss: 1.9508, grad_norm: 15.7154 2021-08-18 00:32:23,036 - mmaction - INFO - Epoch [44][560/3520] lr: 5.000e-05, eta: 4:01:03, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7833, loss_cls: 1.9625, loss: 1.9625, grad_norm: 15.9653 2021-08-18 00:32:34,551 - mmaction - INFO - Epoch [44][580/3520] lr: 5.000e-05, eta: 4:00:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7573, loss_cls: 2.0366, loss: 2.0366, grad_norm: 15.9201 2021-08-18 00:32:46,131 - mmaction - INFO - Epoch [44][600/3520] lr: 5.000e-05, eta: 4:00:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7656, loss_cls: 2.0155, loss: 2.0155, grad_norm: 15.7254 2021-08-18 00:32:57,730 - mmaction - INFO - Epoch [44][620/3520] lr: 5.000e-05, eta: 4:00:27, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.8010, loss_cls: 1.8827, loss: 1.8827, grad_norm: 14.9288 2021-08-18 00:33:09,295 - mmaction - INFO - Epoch [44][640/3520] lr: 5.000e-05, eta: 4:00:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7969, loss_cls: 1.9110, loss: 1.9110, grad_norm: 15.1229 2021-08-18 00:33:20,926 - mmaction - INFO - Epoch [44][660/3520] lr: 5.000e-05, eta: 4:00:03, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7615, loss_cls: 2.0025, loss: 2.0025, grad_norm: 15.0646 2021-08-18 00:33:32,494 - mmaction - INFO - Epoch [44][680/3520] lr: 5.000e-05, eta: 3:59:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7990, loss_cls: 1.8723, loss: 1.8723, grad_norm: 15.3335 2021-08-18 00:33:44,027 - mmaction - INFO - Epoch [44][700/3520] lr: 5.000e-05, eta: 3:59:38, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7990, loss_cls: 1.8604, loss: 1.8604, grad_norm: 15.3471 2021-08-18 00:33:55,522 - mmaction - INFO - Epoch [44][720/3520] lr: 5.000e-05, eta: 3:59:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7771, loss_cls: 1.9340, loss: 1.9340, grad_norm: 15.2088 2021-08-18 00:34:07,125 - mmaction - INFO - Epoch [44][740/3520] lr: 5.000e-05, eta: 3:59:14, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7823, loss_cls: 1.9548, loss: 1.9548, grad_norm: 15.6705 2021-08-18 00:34:18,642 - mmaction - INFO - Epoch [44][760/3520] lr: 5.000e-05, eta: 3:59:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7969, loss_cls: 1.9213, loss: 1.9213, grad_norm: 15.0909 2021-08-18 00:34:30,175 - mmaction - INFO - Epoch [44][780/3520] lr: 5.000e-05, eta: 3:58:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7969, loss_cls: 1.8593, loss: 1.8593, grad_norm: 15.4619 2021-08-18 00:34:41,700 - mmaction - INFO - Epoch [44][800/3520] lr: 5.000e-05, eta: 3:58:38, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.8010, loss_cls: 1.9022, loss: 1.9022, grad_norm: 15.3966 2021-08-18 00:34:53,281 - mmaction - INFO - Epoch [44][820/3520] lr: 5.000e-05, eta: 3:58:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7792, loss_cls: 1.9667, loss: 1.9667, grad_norm: 15.4551 2021-08-18 00:35:04,932 - mmaction - INFO - Epoch [44][840/3520] lr: 5.000e-05, eta: 3:58:14, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7990, loss_cls: 1.8975, loss: 1.8975, grad_norm: 15.0402 2021-08-18 00:35:16,566 - mmaction - INFO - Epoch [44][860/3520] lr: 5.000e-05, eta: 3:58:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4615, top5_acc: 0.7854, loss_cls: 1.9766, loss: 1.9766, grad_norm: 15.7745 2021-08-18 00:35:28,140 - mmaction - INFO - Epoch [44][880/3520] lr: 5.000e-05, eta: 3:57:50, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7740, loss_cls: 1.9763, loss: 1.9763, grad_norm: 15.6841 2021-08-18 00:35:39,719 - mmaction - INFO - Epoch [44][900/3520] lr: 5.000e-05, eta: 3:57:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7823, loss_cls: 1.9395, loss: 1.9395, grad_norm: 15.5546 2021-08-18 00:35:51,337 - mmaction - INFO - Epoch [44][920/3520] lr: 5.000e-05, eta: 3:57:26, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7802, loss_cls: 1.9518, loss: 1.9518, grad_norm: 14.9349 2021-08-18 00:36:02,939 - mmaction - INFO - Epoch [44][940/3520] lr: 5.000e-05, eta: 3:57:14, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7688, loss_cls: 1.9270, loss: 1.9270, grad_norm: 15.0727 2021-08-18 00:36:14,523 - mmaction - INFO - Epoch [44][960/3520] lr: 5.000e-05, eta: 3:57:01, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.8146, loss_cls: 1.9189, loss: 1.9189, grad_norm: 16.0257 2021-08-18 00:36:26,268 - mmaction - INFO - Epoch [44][980/3520] lr: 5.000e-05, eta: 3:56:49, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7500, loss_cls: 2.0213, loss: 2.0213, grad_norm: 15.5476 2021-08-18 00:36:37,866 - mmaction - INFO - Epoch [44][1000/3520] lr: 5.000e-05, eta: 3:56:37, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7750, loss_cls: 1.9768, loss: 1.9768, grad_norm: 15.7254 2021-08-18 00:36:49,465 - mmaction - INFO - Epoch [44][1020/3520] lr: 5.000e-05, eta: 3:56:25, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7969, loss_cls: 1.9179, loss: 1.9179, grad_norm: 15.2530 2021-08-18 00:37:01,065 - mmaction - INFO - Epoch [44][1040/3520] lr: 5.000e-05, eta: 3:56:13, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7750, loss_cls: 1.9666, loss: 1.9666, grad_norm: 15.8362 2021-08-18 00:37:12,635 - mmaction - INFO - Epoch [44][1060/3520] lr: 5.000e-05, eta: 3:56:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7562, loss_cls: 2.0659, loss: 2.0659, grad_norm: 15.8391 2021-08-18 00:37:24,121 - mmaction - INFO - Epoch [44][1080/3520] lr: 5.000e-05, eta: 3:55:49, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7771, loss_cls: 1.9960, loss: 1.9960, grad_norm: 15.3484 2021-08-18 00:37:35,648 - mmaction - INFO - Epoch [44][1100/3520] lr: 5.000e-05, eta: 3:55:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.8052, loss_cls: 1.9194, loss: 1.9194, grad_norm: 15.3014 2021-08-18 00:37:47,201 - mmaction - INFO - Epoch [44][1120/3520] lr: 5.000e-05, eta: 3:55:25, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7750, loss_cls: 2.0081, loss: 2.0081, grad_norm: 15.6579 2021-08-18 00:37:58,844 - mmaction - INFO - Epoch [44][1140/3520] lr: 5.000e-05, eta: 3:55:13, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7958, loss_cls: 1.8849, loss: 1.8849, grad_norm: 15.2880 2021-08-18 00:38:10,367 - mmaction - INFO - Epoch [44][1160/3520] lr: 5.000e-05, eta: 3:55:01, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7937, loss_cls: 1.8992, loss: 1.8992, grad_norm: 15.0024 2021-08-18 00:38:21,940 - mmaction - INFO - Epoch [44][1180/3520] lr: 5.000e-05, eta: 3:54:49, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7625, loss_cls: 1.9489, loss: 1.9489, grad_norm: 14.9858 2021-08-18 00:38:33,528 - mmaction - INFO - Epoch [44][1200/3520] lr: 5.000e-05, eta: 3:54:37, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9594, loss: 1.9594, grad_norm: 15.0091 2021-08-18 00:38:45,055 - mmaction - INFO - Epoch [44][1220/3520] lr: 5.000e-05, eta: 3:54:24, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7844, loss_cls: 1.9484, loss: 1.9484, grad_norm: 15.6204 2021-08-18 00:38:56,594 - mmaction - INFO - Epoch [44][1240/3520] lr: 5.000e-05, eta: 3:54:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7854, loss_cls: 1.8946, loss: 1.8946, grad_norm: 15.2923 2021-08-18 00:39:08,159 - mmaction - INFO - Epoch [44][1260/3520] lr: 5.000e-05, eta: 3:54:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7719, loss_cls: 2.0125, loss: 2.0125, grad_norm: 15.7521 2021-08-18 00:39:19,848 - mmaction - INFO - Epoch [44][1280/3520] lr: 5.000e-05, eta: 3:53:48, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7531, loss_cls: 2.1409, loss: 2.1409, grad_norm: 16.3749 2021-08-18 00:39:31,391 - mmaction - INFO - Epoch [44][1300/3520] lr: 5.000e-05, eta: 3:53:36, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7677, loss_cls: 2.0053, loss: 2.0053, grad_norm: 15.7225 2021-08-18 00:39:42,983 - mmaction - INFO - Epoch [44][1320/3520] lr: 5.000e-05, eta: 3:53:24, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7969, loss_cls: 1.9641, loss: 1.9641, grad_norm: 15.8607 2021-08-18 00:39:54,520 - mmaction - INFO - Epoch [44][1340/3520] lr: 5.000e-05, eta: 3:53:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7979, loss_cls: 1.9435, loss: 1.9435, grad_norm: 15.7311 2021-08-18 00:40:06,122 - mmaction - INFO - Epoch [44][1360/3520] lr: 5.000e-05, eta: 3:53:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7740, loss_cls: 1.9705, loss: 1.9705, grad_norm: 15.8947 2021-08-18 00:40:17,727 - mmaction - INFO - Epoch [44][1380/3520] lr: 5.000e-05, eta: 3:52:48, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.8928, loss: 1.8928, grad_norm: 14.8321 2021-08-18 00:40:29,285 - mmaction - INFO - Epoch [44][1400/3520] lr: 5.000e-05, eta: 3:52:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7656, loss_cls: 2.0496, loss: 2.0496, grad_norm: 16.0863 2021-08-18 00:40:40,851 - mmaction - INFO - Epoch [44][1420/3520] lr: 5.000e-05, eta: 3:52:24, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 1.9034, loss: 1.9034, grad_norm: 15.1625 2021-08-18 00:40:52,401 - mmaction - INFO - Epoch [44][1440/3520] lr: 5.000e-05, eta: 3:52:12, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7896, loss_cls: 1.9455, loss: 1.9455, grad_norm: 15.8038 2021-08-18 00:41:03,956 - mmaction - INFO - Epoch [44][1460/3520] lr: 5.000e-05, eta: 3:51:59, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 1.9563, loss: 1.9563, grad_norm: 15.4373 2021-08-18 00:41:15,621 - mmaction - INFO - Epoch [44][1480/3520] lr: 5.000e-05, eta: 3:51:47, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.9097, loss: 1.9097, grad_norm: 15.3253 2021-08-18 00:41:27,231 - mmaction - INFO - Epoch [44][1500/3520] lr: 5.000e-05, eta: 3:51:35, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7646, loss_cls: 2.0263, loss: 2.0263, grad_norm: 15.5126 2021-08-18 00:41:38,775 - mmaction - INFO - Epoch [44][1520/3520] lr: 5.000e-05, eta: 3:51:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7948, loss_cls: 1.9083, loss: 1.9083, grad_norm: 15.0370 2021-08-18 00:41:50,368 - mmaction - INFO - Epoch [44][1540/3520] lr: 5.000e-05, eta: 3:51:11, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7708, loss_cls: 1.9508, loss: 1.9508, grad_norm: 15.4191 2021-08-18 00:42:01,903 - mmaction - INFO - Epoch [44][1560/3520] lr: 5.000e-05, eta: 3:50:59, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7615, loss_cls: 1.9721, loss: 1.9721, grad_norm: 15.6717 2021-08-18 00:42:13,506 - mmaction - INFO - Epoch [44][1580/3520] lr: 5.000e-05, eta: 3:50:47, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7729, loss_cls: 1.9832, loss: 1.9832, grad_norm: 15.5312 2021-08-18 00:42:25,118 - mmaction - INFO - Epoch [44][1600/3520] lr: 5.000e-05, eta: 3:50:35, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7656, loss_cls: 2.0284, loss: 2.0284, grad_norm: 15.6554 2021-08-18 00:42:36,616 - mmaction - INFO - Epoch [44][1620/3520] lr: 5.000e-05, eta: 3:50:23, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7771, loss_cls: 1.9541, loss: 1.9541, grad_norm: 15.5795 2021-08-18 00:42:48,177 - mmaction - INFO - Epoch [44][1640/3520] lr: 5.000e-05, eta: 3:50:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7990, loss_cls: 1.8727, loss: 1.8727, grad_norm: 15.3105 2021-08-18 00:42:59,756 - mmaction - INFO - Epoch [44][1660/3520] lr: 5.000e-05, eta: 3:49:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7781, loss_cls: 1.9871, loss: 1.9871, grad_norm: 14.7856 2021-08-18 00:43:11,250 - mmaction - INFO - Epoch [44][1680/3520] lr: 5.000e-05, eta: 3:49:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8813, loss: 1.8813, grad_norm: 14.8934 2021-08-18 00:43:22,855 - mmaction - INFO - Epoch [44][1700/3520] lr: 5.000e-05, eta: 3:49:35, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9419, loss: 1.9419, grad_norm: 14.9509 2021-08-18 00:43:34,399 - mmaction - INFO - Epoch [44][1720/3520] lr: 5.000e-05, eta: 3:49:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7802, loss_cls: 1.9116, loss: 1.9116, grad_norm: 15.8323 2021-08-18 00:43:45,987 - mmaction - INFO - Epoch [44][1740/3520] lr: 5.000e-05, eta: 3:49:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7615, loss_cls: 2.0241, loss: 2.0241, grad_norm: 16.0348 2021-08-18 00:43:57,557 - mmaction - INFO - Epoch [44][1760/3520] lr: 5.000e-05, eta: 3:48:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7729, loss_cls: 1.9833, loss: 1.9833, grad_norm: 15.9514 2021-08-18 00:44:09,142 - mmaction - INFO - Epoch [44][1780/3520] lr: 5.000e-05, eta: 3:48:46, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7740, loss_cls: 1.9271, loss: 1.9271, grad_norm: 15.9341 2021-08-18 00:44:20,741 - mmaction - INFO - Epoch [44][1800/3520] lr: 5.000e-05, eta: 3:48:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7719, loss_cls: 2.0436, loss: 2.0436, grad_norm: 15.0563 2021-08-18 00:44:32,386 - mmaction - INFO - Epoch [44][1820/3520] lr: 5.000e-05, eta: 3:48:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7823, loss_cls: 1.9180, loss: 1.9180, grad_norm: 14.8070 2021-08-18 00:44:43,960 - mmaction - INFO - Epoch [44][1840/3520] lr: 5.000e-05, eta: 3:48:10, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7875, loss_cls: 1.9475, loss: 1.9475, grad_norm: 15.4485 2021-08-18 00:44:55,646 - mmaction - INFO - Epoch [44][1860/3520] lr: 5.000e-05, eta: 3:47:58, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9317, loss: 1.9317, grad_norm: 15.3440 2021-08-18 00:45:07,210 - mmaction - INFO - Epoch [44][1880/3520] lr: 5.000e-05, eta: 3:47:46, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7719, loss_cls: 1.9088, loss: 1.9088, grad_norm: 14.7927 2021-08-18 00:45:18,788 - mmaction - INFO - Epoch [44][1900/3520] lr: 5.000e-05, eta: 3:47:34, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.8010, loss_cls: 1.8995, loss: 1.8995, grad_norm: 15.1993 2021-08-18 00:45:30,362 - mmaction - INFO - Epoch [44][1920/3520] lr: 5.000e-05, eta: 3:47:22, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7844, loss_cls: 1.9449, loss: 1.9449, grad_norm: 15.2723 2021-08-18 00:45:41,967 - mmaction - INFO - Epoch [44][1940/3520] lr: 5.000e-05, eta: 3:47:10, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7865, loss_cls: 2.0083, loss: 2.0083, grad_norm: 15.7080 2021-08-18 00:45:53,518 - mmaction - INFO - Epoch [44][1960/3520] lr: 5.000e-05, eta: 3:46:58, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7812, loss_cls: 1.9803, loss: 1.9803, grad_norm: 15.3823 2021-08-18 00:46:05,050 - mmaction - INFO - Epoch [44][1980/3520] lr: 5.000e-05, eta: 3:46:46, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4500, top5_acc: 0.7698, loss_cls: 2.0706, loss: 2.0706, grad_norm: 15.8880 2021-08-18 00:46:16,593 - mmaction - INFO - Epoch [44][2000/3520] lr: 5.000e-05, eta: 3:46:33, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7750, loss_cls: 1.9524, loss: 1.9524, grad_norm: 15.2453 2021-08-18 00:46:28,131 - mmaction - INFO - Epoch [44][2020/3520] lr: 5.000e-05, eta: 3:46:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 1.9216, loss: 1.9216, grad_norm: 15.4009 2021-08-18 00:46:39,721 - mmaction - INFO - Epoch [44][2040/3520] lr: 5.000e-05, eta: 3:46:09, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7927, loss_cls: 1.8743, loss: 1.8743, grad_norm: 15.4123 2021-08-18 00:46:51,273 - mmaction - INFO - Epoch [44][2060/3520] lr: 5.000e-05, eta: 3:45:57, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7917, loss_cls: 1.9247, loss: 1.9247, grad_norm: 15.7965 2021-08-18 00:47:02,799 - mmaction - INFO - Epoch [44][2080/3520] lr: 5.000e-05, eta: 3:45:45, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7865, loss_cls: 1.9195, loss: 1.9195, grad_norm: 15.1093 2021-08-18 00:47:14,358 - mmaction - INFO - Epoch [44][2100/3520] lr: 5.000e-05, eta: 3:45:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7844, loss_cls: 1.9183, loss: 1.9183, grad_norm: 15.4000 2021-08-18 00:47:25,961 - mmaction - INFO - Epoch [44][2120/3520] lr: 5.000e-05, eta: 3:45:21, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7844, loss_cls: 1.9601, loss: 1.9601, grad_norm: 15.8060 2021-08-18 00:47:37,513 - mmaction - INFO - Epoch [44][2140/3520] lr: 5.000e-05, eta: 3:45:09, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7740, loss_cls: 1.9478, loss: 1.9478, grad_norm: 15.6267 2021-08-18 00:47:49,038 - mmaction - INFO - Epoch [44][2160/3520] lr: 5.000e-05, eta: 3:44:57, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7823, loss_cls: 1.9176, loss: 1.9176, grad_norm: 15.6201 2021-08-18 00:48:00,621 - mmaction - INFO - Epoch [44][2180/3520] lr: 5.000e-05, eta: 3:44:45, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5344, top5_acc: 0.8292, loss_cls: 1.7836, loss: 1.7836, grad_norm: 14.5548 2021-08-18 00:48:12,153 - mmaction - INFO - Epoch [44][2200/3520] lr: 5.000e-05, eta: 3:44:33, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7854, loss_cls: 2.0041, loss: 2.0041, grad_norm: 15.6542 2021-08-18 00:48:23,693 - mmaction - INFO - Epoch [44][2220/3520] lr: 5.000e-05, eta: 3:44:21, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7823, loss_cls: 1.9298, loss: 1.9298, grad_norm: 15.2227 2021-08-18 00:48:35,295 - mmaction - INFO - Epoch [44][2240/3520] lr: 5.000e-05, eta: 3:44:09, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7833, loss_cls: 1.9422, loss: 1.9422, grad_norm: 15.7557 2021-08-18 00:48:46,918 - mmaction - INFO - Epoch [44][2260/3520] lr: 5.000e-05, eta: 3:43:57, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9447, loss: 1.9447, grad_norm: 15.4474 2021-08-18 00:48:58,458 - mmaction - INFO - Epoch [44][2280/3520] lr: 5.000e-05, eta: 3:43:44, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5312, top5_acc: 0.8042, loss_cls: 1.8204, loss: 1.8204, grad_norm: 14.9614 2021-08-18 00:49:10,103 - mmaction - INFO - Epoch [44][2300/3520] lr: 5.000e-05, eta: 3:43:32, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7896, loss_cls: 1.9665, loss: 1.9665, grad_norm: 16.1666 2021-08-18 00:49:21,607 - mmaction - INFO - Epoch [44][2320/3520] lr: 5.000e-05, eta: 3:43:20, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7844, loss_cls: 1.9569, loss: 1.9569, grad_norm: 15.5870 2021-08-18 00:49:33,227 - mmaction - INFO - Epoch [44][2340/3520] lr: 5.000e-05, eta: 3:43:08, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7656, loss_cls: 1.9676, loss: 1.9676, grad_norm: 15.3261 2021-08-18 00:49:44,794 - mmaction - INFO - Epoch [44][2360/3520] lr: 5.000e-05, eta: 3:42:56, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7760, loss_cls: 1.9464, loss: 1.9464, grad_norm: 15.6364 2021-08-18 00:49:56,360 - mmaction - INFO - Epoch [44][2380/3520] lr: 5.000e-05, eta: 3:42:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7667, loss_cls: 1.9938, loss: 1.9938, grad_norm: 15.8872 2021-08-18 00:50:08,036 - mmaction - INFO - Epoch [44][2400/3520] lr: 5.000e-05, eta: 3:42:32, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7781, loss_cls: 1.9283, loss: 1.9283, grad_norm: 15.2698 2021-08-18 00:50:19,689 - mmaction - INFO - Epoch [44][2420/3520] lr: 5.000e-05, eta: 3:42:20, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 1.9413, loss: 1.9413, grad_norm: 15.4492 2021-08-18 00:50:31,248 - mmaction - INFO - Epoch [44][2440/3520] lr: 5.000e-05, eta: 3:42:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7781, loss_cls: 2.0597, loss: 2.0597, grad_norm: 15.7794 2021-08-18 00:50:42,875 - mmaction - INFO - Epoch [44][2460/3520] lr: 5.000e-05, eta: 3:41:56, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7927, loss_cls: 1.9853, loss: 1.9853, grad_norm: 15.6032 2021-08-18 00:50:54,460 - mmaction - INFO - Epoch [44][2480/3520] lr: 5.000e-05, eta: 3:41:44, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7531, loss_cls: 1.9910, loss: 1.9910, grad_norm: 15.6895 2021-08-18 00:51:06,050 - mmaction - INFO - Epoch [44][2500/3520] lr: 5.000e-05, eta: 3:41:32, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7865, loss_cls: 1.9455, loss: 1.9455, grad_norm: 15.3848 2021-08-18 00:51:17,588 - mmaction - INFO - Epoch [44][2520/3520] lr: 5.000e-05, eta: 3:41:20, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7896, loss_cls: 1.9570, loss: 1.9570, grad_norm: 15.8150 2021-08-18 00:51:29,182 - mmaction - INFO - Epoch [44][2540/3520] lr: 5.000e-05, eta: 3:41:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7854, loss_cls: 1.9406, loss: 1.9406, grad_norm: 15.2463 2021-08-18 00:51:40,748 - mmaction - INFO - Epoch [44][2560/3520] lr: 5.000e-05, eta: 3:40:56, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7750, loss_cls: 1.9205, loss: 1.9205, grad_norm: 15.7139 2021-08-18 00:51:52,407 - mmaction - INFO - Epoch [44][2580/3520] lr: 5.000e-05, eta: 3:40:43, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7823, loss_cls: 1.9908, loss: 1.9908, grad_norm: 16.0507 2021-08-18 00:52:04,055 - mmaction - INFO - Epoch [44][2600/3520] lr: 5.000e-05, eta: 3:40:31, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7688, loss_cls: 1.9923, loss: 1.9923, grad_norm: 15.5268 2021-08-18 00:52:15,656 - mmaction - INFO - Epoch [44][2620/3520] lr: 5.000e-05, eta: 3:40:19, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7594, loss_cls: 2.0242, loss: 2.0242, grad_norm: 15.7389 2021-08-18 00:52:27,239 - mmaction - INFO - Epoch [44][2640/3520] lr: 5.000e-05, eta: 3:40:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4490, top5_acc: 0.7500, loss_cls: 2.1093, loss: 2.1093, grad_norm: 16.5887 2021-08-18 00:52:38,780 - mmaction - INFO - Epoch [44][2660/3520] lr: 5.000e-05, eta: 3:39:55, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5365, top5_acc: 0.8094, loss_cls: 1.7927, loss: 1.7927, grad_norm: 15.0727 2021-08-18 00:52:50,399 - mmaction - INFO - Epoch [44][2680/3520] lr: 5.000e-05, eta: 3:39:43, time: 0.581, data_time: 0.001, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7771, loss_cls: 1.9974, loss: 1.9974, grad_norm: 15.9549 2021-08-18 00:53:01,970 - mmaction - INFO - Epoch [44][2700/3520] lr: 5.000e-05, eta: 3:39:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7917, loss_cls: 1.9258, loss: 1.9258, grad_norm: 15.4433 2021-08-18 00:53:13,517 - mmaction - INFO - Epoch [44][2720/3520] lr: 5.000e-05, eta: 3:39:19, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1153, loss: 2.1153, grad_norm: 16.4830 2021-08-18 00:53:25,087 - mmaction - INFO - Epoch [44][2740/3520] lr: 5.000e-05, eta: 3:39:07, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.9481, loss: 1.9481, grad_norm: 15.6684 2021-08-18 00:53:36,660 - mmaction - INFO - Epoch [44][2760/3520] lr: 5.000e-05, eta: 3:38:55, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7604, loss_cls: 2.0202, loss: 2.0202, grad_norm: 15.9439 2021-08-18 00:53:48,275 - mmaction - INFO - Epoch [44][2780/3520] lr: 5.000e-05, eta: 3:38:43, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7740, loss_cls: 1.9629, loss: 1.9629, grad_norm: 16.1401 2021-08-18 00:53:59,835 - mmaction - INFO - Epoch [44][2800/3520] lr: 5.000e-05, eta: 3:38:31, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7719, loss_cls: 1.9880, loss: 1.9880, grad_norm: 15.6709 2021-08-18 00:54:11,423 - mmaction - INFO - Epoch [44][2820/3520] lr: 5.000e-05, eta: 3:38:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7948, loss_cls: 1.8916, loss: 1.8916, grad_norm: 14.9195 2021-08-18 00:54:22,973 - mmaction - INFO - Epoch [44][2840/3520] lr: 5.000e-05, eta: 3:38:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7750, loss_cls: 1.9880, loss: 1.9880, grad_norm: 15.9050 2021-08-18 00:54:34,541 - mmaction - INFO - Epoch [44][2860/3520] lr: 5.000e-05, eta: 3:37:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5302, top5_acc: 0.8073, loss_cls: 1.8603, loss: 1.8603, grad_norm: 15.7652 2021-08-18 00:54:46,098 - mmaction - INFO - Epoch [44][2880/3520] lr: 5.000e-05, eta: 3:37:42, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7854, loss_cls: 1.9421, loss: 1.9421, grad_norm: 15.9799 2021-08-18 00:54:57,680 - mmaction - INFO - Epoch [44][2900/3520] lr: 5.000e-05, eta: 3:37:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7771, loss_cls: 1.9545, loss: 1.9545, grad_norm: 15.3585 2021-08-18 00:55:09,263 - mmaction - INFO - Epoch [44][2920/3520] lr: 5.000e-05, eta: 3:37:18, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8073, loss_cls: 1.9132, loss: 1.9132, grad_norm: 15.6353 2021-08-18 00:55:20,879 - mmaction - INFO - Epoch [44][2940/3520] lr: 5.000e-05, eta: 3:37:06, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7667, loss_cls: 1.9681, loss: 1.9681, grad_norm: 15.5555 2021-08-18 00:55:32,477 - mmaction - INFO - Epoch [44][2960/3520] lr: 5.000e-05, eta: 3:36:54, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7844, loss_cls: 1.9007, loss: 1.9007, grad_norm: 15.1644 2021-08-18 00:55:44,051 - mmaction - INFO - Epoch [44][2980/3520] lr: 5.000e-05, eta: 3:36:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 1.9591, loss: 1.9591, grad_norm: 15.7650 2021-08-18 00:55:55,648 - mmaction - INFO - Epoch [44][3000/3520] lr: 5.000e-05, eta: 3:36:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7760, loss_cls: 1.9839, loss: 1.9839, grad_norm: 15.8104 2021-08-18 00:56:07,335 - mmaction - INFO - Epoch [44][3020/3520] lr: 5.000e-05, eta: 3:36:18, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7823, loss_cls: 1.9224, loss: 1.9224, grad_norm: 15.5687 2021-08-18 00:56:18,918 - mmaction - INFO - Epoch [44][3040/3520] lr: 5.000e-05, eta: 3:36:06, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7677, loss_cls: 2.0347, loss: 2.0347, grad_norm: 15.8539 2021-08-18 00:56:30,475 - mmaction - INFO - Epoch [44][3060/3520] lr: 5.000e-05, eta: 3:35:54, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7854, loss_cls: 1.9730, loss: 1.9730, grad_norm: 15.5979 2021-08-18 00:56:42,025 - mmaction - INFO - Epoch [44][3080/3520] lr: 5.000e-05, eta: 3:35:42, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7823, loss_cls: 1.9534, loss: 1.9534, grad_norm: 15.5070 2021-08-18 00:56:53,621 - mmaction - INFO - Epoch [44][3100/3520] lr: 5.000e-05, eta: 3:35:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7625, loss_cls: 2.0171, loss: 2.0171, grad_norm: 16.2274 2021-08-18 00:57:05,280 - mmaction - INFO - Epoch [44][3120/3520] lr: 5.000e-05, eta: 3:35:18, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7760, loss_cls: 1.9774, loss: 1.9774, grad_norm: 15.4661 2021-08-18 00:57:16,948 - mmaction - INFO - Epoch [44][3140/3520] lr: 5.000e-05, eta: 3:35:06, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7896, loss_cls: 1.9473, loss: 1.9473, grad_norm: 15.7530 2021-08-18 00:57:28,557 - mmaction - INFO - Epoch [44][3160/3520] lr: 5.000e-05, eta: 3:34:54, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7948, loss_cls: 1.9165, loss: 1.9165, grad_norm: 15.2929 2021-08-18 00:57:40,095 - mmaction - INFO - Epoch [44][3180/3520] lr: 5.000e-05, eta: 3:34:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7615, loss_cls: 2.0418, loss: 2.0418, grad_norm: 15.9541 2021-08-18 00:57:51,608 - mmaction - INFO - Epoch [44][3200/3520] lr: 5.000e-05, eta: 3:34:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7812, loss_cls: 1.9548, loss: 1.9548, grad_norm: 15.5486 2021-08-18 00:58:03,178 - mmaction - INFO - Epoch [44][3220/3520] lr: 5.000e-05, eta: 3:34:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7823, loss_cls: 1.9399, loss: 1.9399, grad_norm: 15.6082 2021-08-18 00:58:14,881 - mmaction - INFO - Epoch [44][3240/3520] lr: 5.000e-05, eta: 3:34:05, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7865, loss_cls: 1.9833, loss: 1.9833, grad_norm: 15.6690 2021-08-18 00:58:26,444 - mmaction - INFO - Epoch [44][3260/3520] lr: 5.000e-05, eta: 3:33:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7698, loss_cls: 1.9592, loss: 1.9592, grad_norm: 15.5448 2021-08-18 00:58:38,029 - mmaction - INFO - Epoch [44][3280/3520] lr: 5.000e-05, eta: 3:33:41, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7844, loss_cls: 1.9119, loss: 1.9119, grad_norm: 15.3462 2021-08-18 00:58:49,697 - mmaction - INFO - Epoch [44][3300/3520] lr: 5.000e-05, eta: 3:33:29, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7771, loss_cls: 1.9740, loss: 1.9740, grad_norm: 15.9260 2021-08-18 00:59:01,257 - mmaction - INFO - Epoch [44][3320/3520] lr: 5.000e-05, eta: 3:33:17, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7844, loss_cls: 1.9565, loss: 1.9565, grad_norm: 15.6267 2021-08-18 00:59:12,852 - mmaction - INFO - Epoch [44][3340/3520] lr: 5.000e-05, eta: 3:33:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7937, loss_cls: 1.9387, loss: 1.9387, grad_norm: 15.2726 2021-08-18 00:59:24,350 - mmaction - INFO - Epoch [44][3360/3520] lr: 5.000e-05, eta: 3:32:53, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.8125, loss_cls: 1.8291, loss: 1.8291, grad_norm: 14.9149 2021-08-18 00:59:35,943 - mmaction - INFO - Epoch [44][3380/3520] lr: 5.000e-05, eta: 3:32:41, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.8716, loss: 1.8716, grad_norm: 15.2468 2021-08-18 00:59:47,516 - mmaction - INFO - Epoch [44][3400/3520] lr: 5.000e-05, eta: 3:32:29, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4604, top5_acc: 0.7656, loss_cls: 2.0236, loss: 2.0236, grad_norm: 16.0203 2021-08-18 00:59:59,063 - mmaction - INFO - Epoch [44][3420/3520] lr: 5.000e-05, eta: 3:32:17, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7875, loss_cls: 1.9143, loss: 1.9143, grad_norm: 15.5073 2021-08-18 01:00:10,666 - mmaction - INFO - Epoch [44][3440/3520] lr: 5.000e-05, eta: 3:32:05, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7948, loss_cls: 1.8975, loss: 1.8975, grad_norm: 15.6041 2021-08-18 01:00:22,277 - mmaction - INFO - Epoch [44][3460/3520] lr: 5.000e-05, eta: 3:31:53, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.8000, loss_cls: 1.9413, loss: 1.9413, grad_norm: 15.7644 2021-08-18 01:00:33,879 - mmaction - INFO - Epoch [44][3480/3520] lr: 5.000e-05, eta: 3:31:41, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7635, loss_cls: 1.9604, loss: 1.9604, grad_norm: 14.9738 2021-08-18 01:00:45,438 - mmaction - INFO - Epoch [44][3500/3520] lr: 5.000e-05, eta: 3:31:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.8104, loss_cls: 1.8086, loss: 1.8086, grad_norm: 15.1763 2021-08-18 01:00:56,596 - mmaction - INFO - Epoch [44][3520/3520] lr: 5.000e-05, eta: 3:31:16, time: 0.558, data_time: 0.002, memory: 8335, top1_acc: 0.4815, top5_acc: 0.8043, loss_cls: 1.9374, loss: 1.9374, grad_norm: 15.7029 2021-08-18 01:04:38,248 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 01:04:38,789 - mmaction - INFO - top1_acc 0.2595 top5_acc 0.5537 2021-08-18 01:04:38,789 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 01:04:38,869 - mmaction - INFO - mean_acc 0.1989 2021-08-18 01:04:38,876 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-08-18 01:04:39,275 - mmaction - INFO - Epoch(val) [44][259] top1_acc: 0.2595, top5_acc: 0.5537, mean_class_accuracy: 0.1989 2021-08-18 01:05:58,981 - mmaction - INFO - Epoch [45][20/3520] lr: 5.000e-05, eta: 3:31:14, time: 3.983, data_time: 3.359, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7896, loss_cls: 1.9260, loss: 1.9260, grad_norm: 15.9196 2021-08-18 01:06:10,589 - mmaction - INFO - Epoch [45][40/3520] lr: 5.000e-05, eta: 3:31:02, time: 0.578, data_time: 0.005, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7927, loss_cls: 1.9169, loss: 1.9169, grad_norm: 15.4991 2021-08-18 01:06:22,160 - mmaction - INFO - Epoch [45][60/3520] lr: 5.000e-05, eta: 3:30:49, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7740, loss_cls: 1.9970, loss: 1.9970, grad_norm: 15.0841 2021-08-18 01:06:33,645 - mmaction - INFO - Epoch [45][80/3520] lr: 5.000e-05, eta: 3:30:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7719, loss_cls: 1.9611, loss: 1.9611, grad_norm: 15.8498 2021-08-18 01:06:45,298 - mmaction - INFO - Epoch [45][100/3520] lr: 5.000e-05, eta: 3:30:25, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7927, loss_cls: 1.9020, loss: 1.9020, grad_norm: 15.5671 2021-08-18 01:06:56,837 - mmaction - INFO - Epoch [45][120/3520] lr: 5.000e-05, eta: 3:30:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 1.9648, loss: 1.9648, grad_norm: 15.2399 2021-08-18 01:07:08,351 - mmaction - INFO - Epoch [45][140/3520] lr: 5.000e-05, eta: 3:30:01, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.8073, loss_cls: 1.8825, loss: 1.8825, grad_norm: 15.3235 2021-08-18 01:07:19,924 - mmaction - INFO - Epoch [45][160/3520] lr: 5.000e-05, eta: 3:29:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0036, loss: 2.0036, grad_norm: 15.6538 2021-08-18 01:07:31,514 - mmaction - INFO - Epoch [45][180/3520] lr: 5.000e-05, eta: 3:29:37, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.5271, top5_acc: 0.7740, loss_cls: 1.9473, loss: 1.9473, grad_norm: 15.4393 2021-08-18 01:07:43,124 - mmaction - INFO - Epoch [45][200/3520] lr: 5.000e-05, eta: 3:29:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7635, loss_cls: 1.9886, loss: 1.9886, grad_norm: 15.2051 2021-08-18 01:07:54,669 - mmaction - INFO - Epoch [45][220/3520] lr: 5.000e-05, eta: 3:29:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 1.9729, loss: 1.9729, grad_norm: 15.9882 2021-08-18 01:08:06,186 - mmaction - INFO - Epoch [45][240/3520] lr: 5.000e-05, eta: 3:29:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7802, loss_cls: 1.9280, loss: 1.9280, grad_norm: 15.6801 2021-08-18 01:08:17,794 - mmaction - INFO - Epoch [45][260/3520] lr: 5.000e-05, eta: 3:28:49, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7646, loss_cls: 1.9992, loss: 1.9992, grad_norm: 15.4583 2021-08-18 01:08:29,396 - mmaction - INFO - Epoch [45][280/3520] lr: 5.000e-05, eta: 3:28:37, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7677, loss_cls: 1.9614, loss: 1.9614, grad_norm: 15.3996 2021-08-18 01:08:41,025 - mmaction - INFO - Epoch [45][300/3520] lr: 5.000e-05, eta: 3:28:25, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7792, loss_cls: 1.9638, loss: 1.9638, grad_norm: 15.7118 2021-08-18 01:08:52,628 - mmaction - INFO - Epoch [45][320/3520] lr: 5.000e-05, eta: 3:28:13, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7646, loss_cls: 1.9785, loss: 1.9785, grad_norm: 16.2854 2021-08-18 01:09:04,251 - mmaction - INFO - Epoch [45][340/3520] lr: 5.000e-05, eta: 3:28:00, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7885, loss_cls: 1.9638, loss: 1.9638, grad_norm: 15.5314 2021-08-18 01:09:15,898 - mmaction - INFO - Epoch [45][360/3520] lr: 5.000e-05, eta: 3:27:48, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7792, loss_cls: 1.8854, loss: 1.8854, grad_norm: 15.2126 2021-08-18 01:09:27,448 - mmaction - INFO - Epoch [45][380/3520] lr: 5.000e-05, eta: 3:27:36, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7771, loss_cls: 1.9583, loss: 1.9583, grad_norm: 15.6365 2021-08-18 01:09:39,095 - mmaction - INFO - Epoch [45][400/3520] lr: 5.000e-05, eta: 3:27:24, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7958, loss_cls: 1.8989, loss: 1.8989, grad_norm: 15.9057 2021-08-18 01:09:50,723 - mmaction - INFO - Epoch [45][420/3520] lr: 5.000e-05, eta: 3:27:12, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8187, loss_cls: 1.8239, loss: 1.8239, grad_norm: 16.1112 2021-08-18 01:10:02,314 - mmaction - INFO - Epoch [45][440/3520] lr: 5.000e-05, eta: 3:27:00, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7875, loss_cls: 1.9521, loss: 1.9521, grad_norm: 15.7210 2021-08-18 01:10:13,905 - mmaction - INFO - Epoch [45][460/3520] lr: 5.000e-05, eta: 3:26:48, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7885, loss_cls: 1.8997, loss: 1.8997, grad_norm: 15.7424 2021-08-18 01:10:25,527 - mmaction - INFO - Epoch [45][480/3520] lr: 5.000e-05, eta: 3:26:36, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 1.8832, loss: 1.8832, grad_norm: 15.1017 2021-08-18 01:10:37,092 - mmaction - INFO - Epoch [45][500/3520] lr: 5.000e-05, eta: 3:26:24, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7875, loss_cls: 1.8974, loss: 1.8974, grad_norm: 15.5490 2021-08-18 01:10:48,763 - mmaction - INFO - Epoch [45][520/3520] lr: 5.000e-05, eta: 3:26:12, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7677, loss_cls: 1.9264, loss: 1.9264, grad_norm: 15.5046 2021-08-18 01:11:00,311 - mmaction - INFO - Epoch [45][540/3520] lr: 5.000e-05, eta: 3:26:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5354, top5_acc: 0.8021, loss_cls: 1.8428, loss: 1.8428, grad_norm: 15.0000 2021-08-18 01:11:11,901 - mmaction - INFO - Epoch [45][560/3520] lr: 5.000e-05, eta: 3:25:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7875, loss_cls: 1.9303, loss: 1.9303, grad_norm: 15.8096 2021-08-18 01:11:23,462 - mmaction - INFO - Epoch [45][580/3520] lr: 5.000e-05, eta: 3:25:36, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7969, loss_cls: 1.8979, loss: 1.8979, grad_norm: 15.8600 2021-08-18 01:11:35,057 - mmaction - INFO - Epoch [45][600/3520] lr: 5.000e-05, eta: 3:25:24, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7823, loss_cls: 1.9163, loss: 1.9163, grad_norm: 15.4549 2021-08-18 01:11:46,654 - mmaction - INFO - Epoch [45][620/3520] lr: 5.000e-05, eta: 3:25:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.0465, loss: 2.0465, grad_norm: 15.9010 2021-08-18 01:11:58,221 - mmaction - INFO - Epoch [45][640/3520] lr: 5.000e-05, eta: 3:24:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7990, loss_cls: 1.8698, loss: 1.8698, grad_norm: 15.3412 2021-08-18 01:12:09,823 - mmaction - INFO - Epoch [45][660/3520] lr: 5.000e-05, eta: 3:24:47, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7729, loss_cls: 1.9595, loss: 1.9595, grad_norm: 15.8160 2021-08-18 01:12:21,419 - mmaction - INFO - Epoch [45][680/3520] lr: 5.000e-05, eta: 3:24:35, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7708, loss_cls: 1.9455, loss: 1.9455, grad_norm: 15.3774 2021-08-18 01:12:33,096 - mmaction - INFO - Epoch [45][700/3520] lr: 5.000e-05, eta: 3:24:23, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7885, loss_cls: 1.8943, loss: 1.8943, grad_norm: 15.1730 2021-08-18 01:12:44,710 - mmaction - INFO - Epoch [45][720/3520] lr: 5.000e-05, eta: 3:24:11, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7760, loss_cls: 2.0124, loss: 2.0124, grad_norm: 16.0260 2021-08-18 01:12:56,301 - mmaction - INFO - Epoch [45][740/3520] lr: 5.000e-05, eta: 3:23:59, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7854, loss_cls: 1.9617, loss: 1.9617, grad_norm: 15.7871 2021-08-18 01:13:07,957 - mmaction - INFO - Epoch [45][760/3520] lr: 5.000e-05, eta: 3:23:47, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7677, loss_cls: 1.9702, loss: 1.9702, grad_norm: 15.3892 2021-08-18 01:13:19,538 - mmaction - INFO - Epoch [45][780/3520] lr: 5.000e-05, eta: 3:23:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7583, loss_cls: 2.0413, loss: 2.0413, grad_norm: 16.0147 2021-08-18 01:13:31,158 - mmaction - INFO - Epoch [45][800/3520] lr: 5.000e-05, eta: 3:23:23, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7833, loss_cls: 1.9921, loss: 1.9921, grad_norm: 15.7518 2021-08-18 01:13:42,746 - mmaction - INFO - Epoch [45][820/3520] lr: 5.000e-05, eta: 3:23:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7760, loss_cls: 1.9845, loss: 1.9845, grad_norm: 15.7782 2021-08-18 01:13:54,232 - mmaction - INFO - Epoch [45][840/3520] lr: 5.000e-05, eta: 3:22:59, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7823, loss_cls: 1.9323, loss: 1.9323, grad_norm: 15.5171 2021-08-18 01:14:05,950 - mmaction - INFO - Epoch [45][860/3520] lr: 5.000e-05, eta: 3:22:47, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7969, loss_cls: 1.8832, loss: 1.8832, grad_norm: 15.0225 2021-08-18 01:14:17,582 - mmaction - INFO - Epoch [45][880/3520] lr: 5.000e-05, eta: 3:22:35, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.8052, loss_cls: 1.8490, loss: 1.8490, grad_norm: 15.2312 2021-08-18 01:14:29,175 - mmaction - INFO - Epoch [45][900/3520] lr: 5.000e-05, eta: 3:22:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7802, loss_cls: 1.9722, loss: 1.9722, grad_norm: 16.2752 2021-08-18 01:14:40,835 - mmaction - INFO - Epoch [45][920/3520] lr: 5.000e-05, eta: 3:22:11, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7812, loss_cls: 1.9563, loss: 1.9563, grad_norm: 15.2755 2021-08-18 01:14:52,466 - mmaction - INFO - Epoch [45][940/3520] lr: 5.000e-05, eta: 3:21:58, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7948, loss_cls: 1.8899, loss: 1.8899, grad_norm: 14.9876 2021-08-18 01:15:04,051 - mmaction - INFO - Epoch [45][960/3520] lr: 5.000e-05, eta: 3:21:46, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7906, loss_cls: 1.9602, loss: 1.9602, grad_norm: 15.6118 2021-08-18 01:15:15,650 - mmaction - INFO - Epoch [45][980/3520] lr: 5.000e-05, eta: 3:21:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7885, loss_cls: 1.8786, loss: 1.8786, grad_norm: 14.9796 2021-08-18 01:15:27,241 - mmaction - INFO - Epoch [45][1000/3520] lr: 5.000e-05, eta: 3:21:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7927, loss_cls: 1.8876, loss: 1.8876, grad_norm: 15.6225 2021-08-18 01:15:38,846 - mmaction - INFO - Epoch [45][1020/3520] lr: 5.000e-05, eta: 3:21:10, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.8063, loss_cls: 1.8692, loss: 1.8692, grad_norm: 15.7752 2021-08-18 01:15:50,454 - mmaction - INFO - Epoch [45][1040/3520] lr: 5.000e-05, eta: 3:20:58, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7854, loss_cls: 1.9179, loss: 1.9179, grad_norm: 15.3705 2021-08-18 01:16:02,089 - mmaction - INFO - Epoch [45][1060/3520] lr: 5.000e-05, eta: 3:20:46, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7844, loss_cls: 1.9231, loss: 1.9231, grad_norm: 15.0685 2021-08-18 01:16:13,717 - mmaction - INFO - Epoch [45][1080/3520] lr: 5.000e-05, eta: 3:20:34, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7917, loss_cls: 1.9036, loss: 1.9036, grad_norm: 15.6702 2021-08-18 01:16:25,434 - mmaction - INFO - Epoch [45][1100/3520] lr: 5.000e-05, eta: 3:20:22, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7823, loss_cls: 1.9401, loss: 1.9401, grad_norm: 15.5672 2021-08-18 01:16:37,081 - mmaction - INFO - Epoch [45][1120/3520] lr: 5.000e-05, eta: 3:20:10, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7760, loss_cls: 1.9888, loss: 1.9888, grad_norm: 16.0143 2021-08-18 01:16:48,693 - mmaction - INFO - Epoch [45][1140/3520] lr: 5.000e-05, eta: 3:19:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 1.9671, loss: 1.9671, grad_norm: 15.8058 2021-08-18 01:17:00,297 - mmaction - INFO - Epoch [45][1160/3520] lr: 5.000e-05, eta: 3:19:46, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5271, top5_acc: 0.7937, loss_cls: 1.8649, loss: 1.8649, grad_norm: 15.2266 2021-08-18 01:17:11,915 - mmaction - INFO - Epoch [45][1180/3520] lr: 5.000e-05, eta: 3:19:34, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7823, loss_cls: 1.9193, loss: 1.9193, grad_norm: 15.3297 2021-08-18 01:17:23,483 - mmaction - INFO - Epoch [45][1200/3520] lr: 5.000e-05, eta: 3:19:22, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7937, loss_cls: 1.9469, loss: 1.9469, grad_norm: 16.4121 2021-08-18 01:17:35,091 - mmaction - INFO - Epoch [45][1220/3520] lr: 5.000e-05, eta: 3:19:10, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7740, loss_cls: 2.0295, loss: 2.0295, grad_norm: 15.9629 2021-08-18 01:17:46,601 - mmaction - INFO - Epoch [45][1240/3520] lr: 5.000e-05, eta: 3:18:58, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5417, top5_acc: 0.7958, loss_cls: 1.8510, loss: 1.8510, grad_norm: 14.9400 2021-08-18 01:17:58,147 - mmaction - INFO - Epoch [45][1260/3520] lr: 5.000e-05, eta: 3:18:45, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7865, loss_cls: 1.9319, loss: 1.9319, grad_norm: 15.6636 2021-08-18 01:18:09,679 - mmaction - INFO - Epoch [45][1280/3520] lr: 5.000e-05, eta: 3:18:33, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 1.9864, loss: 1.9864, grad_norm: 16.0573 2021-08-18 01:18:21,289 - mmaction - INFO - Epoch [45][1300/3520] lr: 5.000e-05, eta: 3:18:21, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7906, loss_cls: 1.9241, loss: 1.9241, grad_norm: 15.9587 2021-08-18 01:18:32,757 - mmaction - INFO - Epoch [45][1320/3520] lr: 5.000e-05, eta: 3:18:09, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5271, top5_acc: 0.7833, loss_cls: 1.9122, loss: 1.9122, grad_norm: 15.4435 2021-08-18 01:18:44,371 - mmaction - INFO - Epoch [45][1340/3520] lr: 5.000e-05, eta: 3:17:57, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7875, loss_cls: 1.9673, loss: 1.9673, grad_norm: 15.5846 2021-08-18 01:18:55,906 - mmaction - INFO - Epoch [45][1360/3520] lr: 5.000e-05, eta: 3:17:45, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7802, loss_cls: 1.8947, loss: 1.8947, grad_norm: 15.1828 2021-08-18 01:19:07,521 - mmaction - INFO - Epoch [45][1380/3520] lr: 5.000e-05, eta: 3:17:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5281, top5_acc: 0.8042, loss_cls: 1.8816, loss: 1.8816, grad_norm: 15.3551 2021-08-18 01:19:19,056 - mmaction - INFO - Epoch [45][1400/3520] lr: 5.000e-05, eta: 3:17:21, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8135, loss_cls: 1.8673, loss: 1.8673, grad_norm: 16.2441 2021-08-18 01:19:30,699 - mmaction - INFO - Epoch [45][1420/3520] lr: 5.000e-05, eta: 3:17:09, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7833, loss_cls: 1.9813, loss: 1.9813, grad_norm: 16.1010 2021-08-18 01:19:42,205 - mmaction - INFO - Epoch [45][1440/3520] lr: 5.000e-05, eta: 3:16:57, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5135, top5_acc: 0.8000, loss_cls: 1.8778, loss: 1.8778, grad_norm: 15.5313 2021-08-18 01:19:53,897 - mmaction - INFO - Epoch [45][1460/3520] lr: 5.000e-05, eta: 3:16:45, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.8052, loss_cls: 1.8807, loss: 1.8807, grad_norm: 15.4881 2021-08-18 01:20:05,562 - mmaction - INFO - Epoch [45][1480/3520] lr: 5.000e-05, eta: 3:16:33, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 1.9742, loss: 1.9742, grad_norm: 15.8931 2021-08-18 01:20:17,135 - mmaction - INFO - Epoch [45][1500/3520] lr: 5.000e-05, eta: 3:16:21, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7708, loss_cls: 1.9774, loss: 1.9774, grad_norm: 15.8527 2021-08-18 01:20:28,693 - mmaction - INFO - Epoch [45][1520/3520] lr: 5.000e-05, eta: 3:16:09, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9252, loss: 1.9252, grad_norm: 15.6926 2021-08-18 01:20:40,288 - mmaction - INFO - Epoch [45][1540/3520] lr: 5.000e-05, eta: 3:15:57, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5448, top5_acc: 0.7917, loss_cls: 1.8496, loss: 1.8496, grad_norm: 15.1866 2021-08-18 01:20:51,929 - mmaction - INFO - Epoch [45][1560/3520] lr: 5.000e-05, eta: 3:15:45, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.8052, loss_cls: 1.8738, loss: 1.8738, grad_norm: 15.6139 2021-08-18 01:21:03,492 - mmaction - INFO - Epoch [45][1580/3520] lr: 5.000e-05, eta: 3:15:32, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7646, loss_cls: 2.0118, loss: 2.0118, grad_norm: 16.3225 2021-08-18 01:21:15,041 - mmaction - INFO - Epoch [45][1600/3520] lr: 5.000e-05, eta: 3:15:20, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7885, loss_cls: 1.9296, loss: 1.9296, grad_norm: 15.6157 2021-08-18 01:21:26,629 - mmaction - INFO - Epoch [45][1620/3520] lr: 5.000e-05, eta: 3:15:08, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7958, loss_cls: 1.9153, loss: 1.9153, grad_norm: 15.4314 2021-08-18 01:21:38,172 - mmaction - INFO - Epoch [45][1640/3520] lr: 5.000e-05, eta: 3:14:56, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5292, top5_acc: 0.7917, loss_cls: 1.8816, loss: 1.8816, grad_norm: 15.5921 2021-08-18 01:21:49,730 - mmaction - INFO - Epoch [45][1660/3520] lr: 5.000e-05, eta: 3:14:44, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7615, loss_cls: 1.9600, loss: 1.9600, grad_norm: 15.6676 2021-08-18 01:22:01,406 - mmaction - INFO - Epoch [45][1680/3520] lr: 5.000e-05, eta: 3:14:32, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.8010, loss_cls: 1.8970, loss: 1.8970, grad_norm: 15.5964 2021-08-18 01:22:13,014 - mmaction - INFO - Epoch [45][1700/3520] lr: 5.000e-05, eta: 3:14:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7906, loss_cls: 1.9333, loss: 1.9333, grad_norm: 15.6086 2021-08-18 01:22:24,602 - mmaction - INFO - Epoch [45][1720/3520] lr: 5.000e-05, eta: 3:14:08, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.8000, loss_cls: 1.9339, loss: 1.9339, grad_norm: 15.7837 2021-08-18 01:22:36,199 - mmaction - INFO - Epoch [45][1740/3520] lr: 5.000e-05, eta: 3:13:56, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7802, loss_cls: 1.9552, loss: 1.9552, grad_norm: 15.6255 2021-08-18 01:22:47,833 - mmaction - INFO - Epoch [45][1760/3520] lr: 5.000e-05, eta: 3:13:44, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7760, loss_cls: 1.9720, loss: 1.9720, grad_norm: 16.2872 2021-08-18 01:22:59,483 - mmaction - INFO - Epoch [45][1780/3520] lr: 5.000e-05, eta: 3:13:32, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7771, loss_cls: 1.9717, loss: 1.9717, grad_norm: 15.8585 2021-08-18 01:23:11,068 - mmaction - INFO - Epoch [45][1800/3520] lr: 5.000e-05, eta: 3:13:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7906, loss_cls: 1.9033, loss: 1.9033, grad_norm: 15.1371 2021-08-18 01:23:22,721 - mmaction - INFO - Epoch [45][1820/3520] lr: 5.000e-05, eta: 3:13:08, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0558, loss: 2.0558, grad_norm: 15.7572 2021-08-18 01:23:34,369 - mmaction - INFO - Epoch [45][1840/3520] lr: 5.000e-05, eta: 3:12:56, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7917, loss_cls: 1.9438, loss: 1.9438, grad_norm: 15.4590 2021-08-18 01:23:45,922 - mmaction - INFO - Epoch [45][1860/3520] lr: 5.000e-05, eta: 3:12:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7750, loss_cls: 1.9755, loss: 1.9755, grad_norm: 15.2482 2021-08-18 01:23:57,480 - mmaction - INFO - Epoch [45][1880/3520] lr: 5.000e-05, eta: 3:12:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7990, loss_cls: 1.9174, loss: 1.9174, grad_norm: 15.4411 2021-08-18 01:24:09,039 - mmaction - INFO - Epoch [45][1900/3520] lr: 5.000e-05, eta: 3:12:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7677, loss_cls: 1.9578, loss: 1.9578, grad_norm: 15.7645 2021-08-18 01:24:20,587 - mmaction - INFO - Epoch [45][1920/3520] lr: 5.000e-05, eta: 3:12:07, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7583, loss_cls: 2.0562, loss: 2.0562, grad_norm: 15.6695 2021-08-18 01:24:32,190 - mmaction - INFO - Epoch [45][1940/3520] lr: 5.000e-05, eta: 3:11:55, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7646, loss_cls: 2.0103, loss: 2.0103, grad_norm: 16.1129 2021-08-18 01:24:43,704 - mmaction - INFO - Epoch [45][1960/3520] lr: 5.000e-05, eta: 3:11:43, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7896, loss_cls: 1.8963, loss: 1.8963, grad_norm: 15.6348 2021-08-18 01:24:55,302 - mmaction - INFO - Epoch [45][1980/3520] lr: 5.000e-05, eta: 3:11:31, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7927, loss_cls: 1.8506, loss: 1.8506, grad_norm: 14.9971 2021-08-18 01:25:06,909 - mmaction - INFO - Epoch [45][2000/3520] lr: 5.000e-05, eta: 3:11:19, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7583, loss_cls: 2.0016, loss: 2.0016, grad_norm: 15.7248 2021-08-18 01:25:18,449 - mmaction - INFO - Epoch [45][2020/3520] lr: 5.000e-05, eta: 3:11:07, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7812, loss_cls: 1.9372, loss: 1.9372, grad_norm: 15.4884 2021-08-18 01:25:30,102 - mmaction - INFO - Epoch [45][2040/3520] lr: 5.000e-05, eta: 3:10:55, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7927, loss_cls: 1.9245, loss: 1.9245, grad_norm: 15.7620 2021-08-18 01:25:41,791 - mmaction - INFO - Epoch [45][2060/3520] lr: 5.000e-05, eta: 3:10:43, time: 0.587, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7958, loss_cls: 1.9272, loss: 1.9272, grad_norm: 15.7328 2021-08-18 01:25:53,378 - mmaction - INFO - Epoch [45][2080/3520] lr: 5.000e-05, eta: 3:10:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7823, loss_cls: 1.9830, loss: 1.9830, grad_norm: 15.1894 2021-08-18 01:26:04,893 - mmaction - INFO - Epoch [45][2100/3520] lr: 5.000e-05, eta: 3:10:19, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7719, loss_cls: 1.9355, loss: 1.9355, grad_norm: 15.7475 2021-08-18 01:26:16,561 - mmaction - INFO - Epoch [45][2120/3520] lr: 5.000e-05, eta: 3:10:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7625, loss_cls: 2.0298, loss: 2.0298, grad_norm: 15.6761 2021-08-18 01:26:28,222 - mmaction - INFO - Epoch [45][2140/3520] lr: 5.000e-05, eta: 3:09:55, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7948, loss_cls: 1.9039, loss: 1.9039, grad_norm: 15.1892 2021-08-18 01:26:39,813 - mmaction - INFO - Epoch [45][2160/3520] lr: 5.000e-05, eta: 3:09:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7792, loss_cls: 1.9349, loss: 1.9349, grad_norm: 15.9414 2021-08-18 01:26:51,406 - mmaction - INFO - Epoch [45][2180/3520] lr: 5.000e-05, eta: 3:09:31, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7760, loss_cls: 1.9516, loss: 1.9516, grad_norm: 15.9484 2021-08-18 01:27:02,957 - mmaction - INFO - Epoch [45][2200/3520] lr: 5.000e-05, eta: 3:09:19, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7937, loss_cls: 1.9456, loss: 1.9456, grad_norm: 15.6804 2021-08-18 01:27:14,566 - mmaction - INFO - Epoch [45][2220/3520] lr: 5.000e-05, eta: 3:09:07, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7760, loss_cls: 1.9931, loss: 1.9931, grad_norm: 15.6040 2021-08-18 01:27:26,160 - mmaction - INFO - Epoch [45][2240/3520] lr: 5.000e-05, eta: 3:08:55, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 1.9921, loss: 1.9921, grad_norm: 16.2870 2021-08-18 01:27:37,778 - mmaction - INFO - Epoch [45][2260/3520] lr: 5.000e-05, eta: 3:08:42, time: 0.584, data_time: 0.004, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7896, loss_cls: 1.9631, loss: 1.9631, grad_norm: 16.0214 2021-08-18 01:27:49,399 - mmaction - INFO - Epoch [45][2280/3520] lr: 5.000e-05, eta: 3:08:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7656, loss_cls: 1.9469, loss: 1.9469, grad_norm: 15.4174 2021-08-18 01:28:00,989 - mmaction - INFO - Epoch [45][2300/3520] lr: 5.000e-05, eta: 3:08:18, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7917, loss_cls: 1.9346, loss: 1.9346, grad_norm: 16.0098 2021-08-18 01:28:12,605 - mmaction - INFO - Epoch [45][2320/3520] lr: 5.000e-05, eta: 3:08:06, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7604, loss_cls: 2.0377, loss: 2.0377, grad_norm: 16.2062 2021-08-18 01:28:24,289 - mmaction - INFO - Epoch [45][2340/3520] lr: 5.000e-05, eta: 3:07:54, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7802, loss_cls: 1.9471, loss: 1.9471, grad_norm: 15.6463 2021-08-18 01:28:35,835 - mmaction - INFO - Epoch [45][2360/3520] lr: 5.000e-05, eta: 3:07:42, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7844, loss_cls: 1.9537, loss: 1.9537, grad_norm: 15.8376 2021-08-18 01:28:47,465 - mmaction - INFO - Epoch [45][2380/3520] lr: 5.000e-05, eta: 3:07:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7656, loss_cls: 1.9984, loss: 1.9984, grad_norm: 16.1816 2021-08-18 01:28:59,131 - mmaction - INFO - Epoch [45][2400/3520] lr: 5.000e-05, eta: 3:07:18, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7812, loss_cls: 1.9275, loss: 1.9275, grad_norm: 16.0482 2021-08-18 01:29:10,769 - mmaction - INFO - Epoch [45][2420/3520] lr: 5.000e-05, eta: 3:07:06, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7865, loss_cls: 1.9288, loss: 1.9288, grad_norm: 15.6332 2021-08-18 01:29:22,388 - mmaction - INFO - Epoch [45][2440/3520] lr: 5.000e-05, eta: 3:06:54, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7708, loss_cls: 2.0189, loss: 2.0189, grad_norm: 16.0707 2021-08-18 01:29:34,100 - mmaction - INFO - Epoch [45][2460/3520] lr: 5.000e-05, eta: 3:06:42, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.8052, loss_cls: 1.9243, loss: 1.9243, grad_norm: 15.7841 2021-08-18 01:29:45,750 - mmaction - INFO - Epoch [45][2480/3520] lr: 5.000e-05, eta: 3:06:30, time: 0.584, data_time: 0.004, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7698, loss_cls: 1.9913, loss: 1.9913, grad_norm: 15.9480 2021-08-18 01:29:57,285 - mmaction - INFO - Epoch [45][2500/3520] lr: 5.000e-05, eta: 3:06:18, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7937, loss_cls: 1.8966, loss: 1.8966, grad_norm: 15.5249 2021-08-18 01:30:08,965 - mmaction - INFO - Epoch [45][2520/3520] lr: 5.000e-05, eta: 3:06:06, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7812, loss_cls: 1.9720, loss: 1.9720, grad_norm: 15.4898 2021-08-18 01:30:20,590 - mmaction - INFO - Epoch [45][2540/3520] lr: 5.000e-05, eta: 3:05:54, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7719, loss_cls: 1.9865, loss: 1.9865, grad_norm: 15.8895 2021-08-18 01:30:32,134 - mmaction - INFO - Epoch [45][2560/3520] lr: 5.000e-05, eta: 3:05:42, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4510, top5_acc: 0.7719, loss_cls: 2.0242, loss: 2.0242, grad_norm: 15.9267 2021-08-18 01:30:43,668 - mmaction - INFO - Epoch [45][2580/3520] lr: 5.000e-05, eta: 3:05:30, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5052, top5_acc: 0.8115, loss_cls: 1.9262, loss: 1.9262, grad_norm: 15.6604 2021-08-18 01:30:55,267 - mmaction - INFO - Epoch [45][2600/3520] lr: 5.000e-05, eta: 3:05:18, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7729, loss_cls: 1.8942, loss: 1.8942, grad_norm: 15.2012 2021-08-18 01:31:06,814 - mmaction - INFO - Epoch [45][2620/3520] lr: 5.000e-05, eta: 3:05:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4667, top5_acc: 0.7677, loss_cls: 2.0167, loss: 2.0167, grad_norm: 16.2965 2021-08-18 01:31:18,442 - mmaction - INFO - Epoch [45][2640/3520] lr: 5.000e-05, eta: 3:04:53, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7990, loss_cls: 1.9112, loss: 1.9112, grad_norm: 15.1470 2021-08-18 01:31:29,977 - mmaction - INFO - Epoch [45][2660/3520] lr: 5.000e-05, eta: 3:04:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 1.9310, loss: 1.9310, grad_norm: 16.2075 2021-08-18 01:31:41,550 - mmaction - INFO - Epoch [45][2680/3520] lr: 5.000e-05, eta: 3:04:29, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7896, loss_cls: 1.9258, loss: 1.9258, grad_norm: 15.4802 2021-08-18 01:31:53,121 - mmaction - INFO - Epoch [45][2700/3520] lr: 5.000e-05, eta: 3:04:17, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7729, loss_cls: 2.0052, loss: 2.0052, grad_norm: 16.3542 2021-08-18 01:32:04,701 - mmaction - INFO - Epoch [45][2720/3520] lr: 5.000e-05, eta: 3:04:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7844, loss_cls: 1.8967, loss: 1.8967, grad_norm: 15.6264 2021-08-18 01:32:16,299 - mmaction - INFO - Epoch [45][2740/3520] lr: 5.000e-05, eta: 3:03:53, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7792, loss_cls: 1.9330, loss: 1.9330, grad_norm: 15.9341 2021-08-18 01:32:27,921 - mmaction - INFO - Epoch [45][2760/3520] lr: 5.000e-05, eta: 3:03:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7833, loss_cls: 1.9566, loss: 1.9566, grad_norm: 16.2168 2021-08-18 01:32:39,542 - mmaction - INFO - Epoch [45][2780/3520] lr: 5.000e-05, eta: 3:03:29, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7667, loss_cls: 2.0288, loss: 2.0288, grad_norm: 16.1899 2021-08-18 01:32:51,162 - mmaction - INFO - Epoch [45][2800/3520] lr: 5.000e-05, eta: 3:03:17, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7875, loss_cls: 1.9400, loss: 1.9400, grad_norm: 15.7048 2021-08-18 01:33:02,681 - mmaction - INFO - Epoch [45][2820/3520] lr: 5.000e-05, eta: 3:03:05, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7885, loss_cls: 1.8838, loss: 1.8838, grad_norm: 15.4796 2021-08-18 01:33:14,286 - mmaction - INFO - Epoch [45][2840/3520] lr: 5.000e-05, eta: 3:02:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7740, loss_cls: 2.0120, loss: 2.0120, grad_norm: 15.6725 2021-08-18 01:33:25,760 - mmaction - INFO - Epoch [45][2860/3520] lr: 5.000e-05, eta: 3:02:41, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7792, loss_cls: 1.9868, loss: 1.9868, grad_norm: 16.3237 2021-08-18 01:33:37,291 - mmaction - INFO - Epoch [45][2880/3520] lr: 5.000e-05, eta: 3:02:29, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7948, loss_cls: 1.9438, loss: 1.9438, grad_norm: 15.8852 2021-08-18 01:33:48,785 - mmaction - INFO - Epoch [45][2900/3520] lr: 5.000e-05, eta: 3:02:17, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7979, loss_cls: 1.8818, loss: 1.8818, grad_norm: 15.4388 2021-08-18 01:34:00,411 - mmaction - INFO - Epoch [45][2920/3520] lr: 5.000e-05, eta: 3:02:05, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5229, top5_acc: 0.7948, loss_cls: 1.8661, loss: 1.8661, grad_norm: 15.0951 2021-08-18 01:34:11,958 - mmaction - INFO - Epoch [45][2940/3520] lr: 5.000e-05, eta: 3:01:53, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7865, loss_cls: 1.9553, loss: 1.9553, grad_norm: 16.0132 2021-08-18 01:34:23,453 - mmaction - INFO - Epoch [45][2960/3520] lr: 5.000e-05, eta: 3:01:41, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7917, loss_cls: 1.9008, loss: 1.9008, grad_norm: 15.4852 2021-08-18 01:34:34,975 - mmaction - INFO - Epoch [45][2980/3520] lr: 5.000e-05, eta: 3:01:28, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7865, loss_cls: 1.9311, loss: 1.9311, grad_norm: 15.6898 2021-08-18 01:34:46,552 - mmaction - INFO - Epoch [45][3000/3520] lr: 5.000e-05, eta: 3:01:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7531, loss_cls: 2.0389, loss: 2.0389, grad_norm: 16.0134 2021-08-18 01:34:58,148 - mmaction - INFO - Epoch [45][3020/3520] lr: 5.000e-05, eta: 3:01:04, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7792, loss_cls: 1.9704, loss: 1.9704, grad_norm: 15.8469 2021-08-18 01:35:09,690 - mmaction - INFO - Epoch [45][3040/3520] lr: 5.000e-05, eta: 3:00:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5448, top5_acc: 0.8010, loss_cls: 1.8078, loss: 1.8078, grad_norm: 14.8545 2021-08-18 01:35:21,290 - mmaction - INFO - Epoch [45][3060/3520] lr: 5.000e-05, eta: 3:00:40, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7812, loss_cls: 1.9389, loss: 1.9389, grad_norm: 15.9685 2021-08-18 01:35:32,983 - mmaction - INFO - Epoch [45][3080/3520] lr: 5.000e-05, eta: 3:00:28, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7729, loss_cls: 1.9954, loss: 1.9954, grad_norm: 15.5952 2021-08-18 01:35:44,526 - mmaction - INFO - Epoch [45][3100/3520] lr: 5.000e-05, eta: 3:00:16, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.8676, loss: 1.8676, grad_norm: 15.3082 2021-08-18 01:35:56,149 - mmaction - INFO - Epoch [45][3120/3520] lr: 5.000e-05, eta: 3:00:04, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7760, loss_cls: 1.9222, loss: 1.9222, grad_norm: 16.2268 2021-08-18 01:36:07,653 - mmaction - INFO - Epoch [45][3140/3520] lr: 5.000e-05, eta: 2:59:52, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7677, loss_cls: 2.0074, loss: 2.0074, grad_norm: 15.9375 2021-08-18 01:36:19,193 - mmaction - INFO - Epoch [45][3160/3520] lr: 5.000e-05, eta: 2:59:40, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7802, loss_cls: 1.9922, loss: 1.9922, grad_norm: 16.1410 2021-08-18 01:36:30,812 - mmaction - INFO - Epoch [45][3180/3520] lr: 5.000e-05, eta: 2:59:28, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7750, loss_cls: 1.9506, loss: 1.9506, grad_norm: 15.3391 2021-08-18 01:36:42,368 - mmaction - INFO - Epoch [45][3200/3520] lr: 5.000e-05, eta: 2:59:16, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7781, loss_cls: 1.9997, loss: 1.9997, grad_norm: 15.9874 2021-08-18 01:36:53,949 - mmaction - INFO - Epoch [45][3220/3520] lr: 5.000e-05, eta: 2:59:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7948, loss_cls: 1.9151, loss: 1.9151, grad_norm: 15.7704 2021-08-18 01:37:05,521 - mmaction - INFO - Epoch [45][3240/3520] lr: 5.000e-05, eta: 2:58:52, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7948, loss_cls: 1.8779, loss: 1.8779, grad_norm: 15.3913 2021-08-18 01:37:17,015 - mmaction - INFO - Epoch [45][3260/3520] lr: 5.000e-05, eta: 2:58:40, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.8083, loss_cls: 1.8035, loss: 1.8035, grad_norm: 14.8962 2021-08-18 01:37:28,566 - mmaction - INFO - Epoch [45][3280/3520] lr: 5.000e-05, eta: 2:58:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 1.9372, loss: 1.9372, grad_norm: 15.4352 2021-08-18 01:37:40,140 - mmaction - INFO - Epoch [45][3300/3520] lr: 5.000e-05, eta: 2:58:16, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.8000, loss_cls: 1.9231, loss: 1.9231, grad_norm: 15.5365 2021-08-18 01:37:51,671 - mmaction - INFO - Epoch [45][3320/3520] lr: 5.000e-05, eta: 2:58:04, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7729, loss_cls: 1.9690, loss: 1.9690, grad_norm: 16.4114 2021-08-18 01:38:03,232 - mmaction - INFO - Epoch [45][3340/3520] lr: 5.000e-05, eta: 2:57:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7948, loss_cls: 1.9250, loss: 1.9250, grad_norm: 15.9231 2021-08-18 01:38:14,833 - mmaction - INFO - Epoch [45][3360/3520] lr: 5.000e-05, eta: 2:57:39, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.8125, loss_cls: 1.8683, loss: 1.8683, grad_norm: 15.0889 2021-08-18 01:38:26,416 - mmaction - INFO - Epoch [45][3380/3520] lr: 5.000e-05, eta: 2:57:27, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.8042, loss_cls: 1.8697, loss: 1.8697, grad_norm: 15.6644 2021-08-18 01:38:37,969 - mmaction - INFO - Epoch [45][3400/3520] lr: 5.000e-05, eta: 2:57:15, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7771, loss_cls: 1.9804, loss: 1.9804, grad_norm: 15.5268 2021-08-18 01:38:49,581 - mmaction - INFO - Epoch [45][3420/3520] lr: 5.000e-05, eta: 2:57:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7917, loss_cls: 1.8909, loss: 1.8909, grad_norm: 15.1044 2021-08-18 01:39:01,197 - mmaction - INFO - Epoch [45][3440/3520] lr: 5.000e-05, eta: 2:56:51, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7958, loss_cls: 1.9259, loss: 1.9259, grad_norm: 16.2976 2021-08-18 01:39:12,785 - mmaction - INFO - Epoch [45][3460/3520] lr: 5.000e-05, eta: 2:56:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7865, loss_cls: 1.9514, loss: 1.9514, grad_norm: 16.2565 2021-08-18 01:39:24,385 - mmaction - INFO - Epoch [45][3480/3520] lr: 5.000e-05, eta: 2:56:27, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7781, loss_cls: 1.9376, loss: 1.9376, grad_norm: 15.9329 2021-08-18 01:39:36,075 - mmaction - INFO - Epoch [45][3500/3520] lr: 5.000e-05, eta: 2:56:15, time: 0.585, data_time: 0.003, memory: 8335, top1_acc: 0.5292, top5_acc: 0.7896, loss_cls: 1.8548, loss: 1.8548, grad_norm: 15.0964 2021-08-18 01:39:47,277 - mmaction - INFO - Epoch [45][3520/3520] lr: 5.000e-05, eta: 2:56:03, time: 0.561, data_time: 0.002, memory: 8335, top1_acc: 0.4880, top5_acc: 0.7511, loss_cls: 2.0231, loss: 2.0231, grad_norm: 16.0644 2021-08-18 01:43:28,102 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 01:43:28,591 - mmaction - INFO - top1_acc 0.2602 top5_acc 0.5534 2021-08-18 01:43:28,591 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 01:43:28,661 - mmaction - INFO - mean_acc 0.2009 2021-08-18 01:43:28,667 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-08-18 01:43:29,637 - mmaction - INFO - Epoch(val) [45][259] top1_acc: 0.2602, top5_acc: 0.5534, mean_class_accuracy: 0.2009 2021-08-18 01:44:51,861 - mmaction - INFO - Epoch [46][20/3520] lr: 5.000e-05, eta: 2:55:59, time: 4.105, data_time: 3.470, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7854, loss_cls: 1.9229, loss: 1.9229, grad_norm: 15.3422 2021-08-18 01:45:03,438 - mmaction - INFO - Epoch [46][40/3520] lr: 5.000e-05, eta: 2:55:47, time: 0.581, data_time: 0.008, memory: 8335, top1_acc: 0.5385, top5_acc: 0.8000, loss_cls: 1.8908, loss: 1.8908, grad_norm: 15.0616 2021-08-18 01:45:15,018 - mmaction - INFO - Epoch [46][60/3520] lr: 5.000e-05, eta: 2:55:35, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7719, loss_cls: 2.0064, loss: 2.0064, grad_norm: 15.9883 2021-08-18 01:45:26,608 - mmaction - INFO - Epoch [46][80/3520] lr: 5.000e-05, eta: 2:55:23, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7948, loss_cls: 1.8992, loss: 1.8992, grad_norm: 15.4874 2021-08-18 01:45:38,157 - mmaction - INFO - Epoch [46][100/3520] lr: 5.000e-05, eta: 2:55:11, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7885, loss_cls: 1.8807, loss: 1.8807, grad_norm: 15.7556 2021-08-18 01:45:49,757 - mmaction - INFO - Epoch [46][120/3520] lr: 5.000e-05, eta: 2:54:58, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7740, loss_cls: 1.9374, loss: 1.9374, grad_norm: 15.3210 2021-08-18 01:46:01,383 - mmaction - INFO - Epoch [46][140/3520] lr: 5.000e-05, eta: 2:54:46, time: 0.582, data_time: 0.001, memory: 8335, top1_acc: 0.5312, top5_acc: 0.7958, loss_cls: 1.8382, loss: 1.8382, grad_norm: 15.7756 2021-08-18 01:46:12,938 - mmaction - INFO - Epoch [46][160/3520] lr: 5.000e-05, eta: 2:54:34, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7667, loss_cls: 1.9808, loss: 1.9808, grad_norm: 15.7632 2021-08-18 01:46:24,533 - mmaction - INFO - Epoch [46][180/3520] lr: 5.000e-05, eta: 2:54:22, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.8083, loss_cls: 1.8477, loss: 1.8477, grad_norm: 15.4198 2021-08-18 01:46:36,170 - mmaction - INFO - Epoch [46][200/3520] lr: 5.000e-05, eta: 2:54:10, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7917, loss_cls: 1.8600, loss: 1.8600, grad_norm: 15.1755 2021-08-18 01:46:47,709 - mmaction - INFO - Epoch [46][220/3520] lr: 5.000e-05, eta: 2:53:58, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7927, loss_cls: 1.8858, loss: 1.8858, grad_norm: 15.8687 2021-08-18 01:46:59,382 - mmaction - INFO - Epoch [46][240/3520] lr: 5.000e-05, eta: 2:53:46, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7885, loss_cls: 1.9147, loss: 1.9147, grad_norm: 15.5327 2021-08-18 01:47:10,967 - mmaction - INFO - Epoch [46][260/3520] lr: 5.000e-05, eta: 2:53:34, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7844, loss_cls: 1.9329, loss: 1.9329, grad_norm: 16.1072 2021-08-18 01:47:22,530 - mmaction - INFO - Epoch [46][280/3520] lr: 5.000e-05, eta: 2:53:22, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7708, loss_cls: 2.0042, loss: 2.0042, grad_norm: 16.1820 2021-08-18 01:47:34,070 - mmaction - INFO - Epoch [46][300/3520] lr: 5.000e-05, eta: 2:53:10, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7812, loss_cls: 1.9537, loss: 1.9537, grad_norm: 15.4403 2021-08-18 01:47:45,672 - mmaction - INFO - Epoch [46][320/3520] lr: 5.000e-05, eta: 2:52:58, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7958, loss_cls: 1.9152, loss: 1.9152, grad_norm: 15.7091 2021-08-18 01:47:57,221 - mmaction - INFO - Epoch [46][340/3520] lr: 5.000e-05, eta: 2:52:46, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7677, loss_cls: 2.0279, loss: 2.0279, grad_norm: 15.9055 2021-08-18 01:48:08,769 - mmaction - INFO - Epoch [46][360/3520] lr: 5.000e-05, eta: 2:52:34, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7917, loss_cls: 1.9176, loss: 1.9176, grad_norm: 15.5807 2021-08-18 01:48:20,349 - mmaction - INFO - Epoch [46][380/3520] lr: 5.000e-05, eta: 2:52:22, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7927, loss_cls: 1.8806, loss: 1.8806, grad_norm: 15.1699 2021-08-18 01:48:31,924 - mmaction - INFO - Epoch [46][400/3520] lr: 5.000e-05, eta: 2:52:10, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7896, loss_cls: 1.9336, loss: 1.9336, grad_norm: 16.1967 2021-08-18 01:48:43,510 - mmaction - INFO - Epoch [46][420/3520] lr: 5.000e-05, eta: 2:51:58, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7812, loss_cls: 1.9842, loss: 1.9842, grad_norm: 15.8941 2021-08-18 01:48:55,111 - mmaction - INFO - Epoch [46][440/3520] lr: 5.000e-05, eta: 2:51:46, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7667, loss_cls: 2.0077, loss: 2.0077, grad_norm: 16.1721 2021-08-18 01:49:06,702 - mmaction - INFO - Epoch [46][460/3520] lr: 5.000e-05, eta: 2:51:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7771, loss_cls: 1.9234, loss: 1.9234, grad_norm: 15.6925 2021-08-18 01:49:18,306 - mmaction - INFO - Epoch [46][480/3520] lr: 5.000e-05, eta: 2:51:21, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7937, loss_cls: 1.8873, loss: 1.8873, grad_norm: 16.3755 2021-08-18 01:49:29,933 - mmaction - INFO - Epoch [46][500/3520] lr: 5.000e-05, eta: 2:51:09, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5312, top5_acc: 0.8052, loss_cls: 1.8284, loss: 1.8284, grad_norm: 15.5431 2021-08-18 01:49:41,550 - mmaction - INFO - Epoch [46][520/3520] lr: 5.000e-05, eta: 2:50:57, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7802, loss_cls: 1.9684, loss: 1.9684, grad_norm: 16.2035 2021-08-18 01:49:53,159 - mmaction - INFO - Epoch [46][540/3520] lr: 5.000e-05, eta: 2:50:45, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5427, top5_acc: 0.8021, loss_cls: 1.8297, loss: 1.8297, grad_norm: 15.1599 2021-08-18 01:50:04,778 - mmaction - INFO - Epoch [46][560/3520] lr: 5.000e-05, eta: 2:50:33, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7937, loss_cls: 1.9119, loss: 1.9119, grad_norm: 15.3002 2021-08-18 01:50:16,267 - mmaction - INFO - Epoch [46][580/3520] lr: 5.000e-05, eta: 2:50:21, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.8042, loss_cls: 1.8973, loss: 1.8973, grad_norm: 15.5992 2021-08-18 01:50:27,822 - mmaction - INFO - Epoch [46][600/3520] lr: 5.000e-05, eta: 2:50:09, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9546, loss: 1.9546, grad_norm: 16.4769 2021-08-18 01:50:39,388 - mmaction - INFO - Epoch [46][620/3520] lr: 5.000e-05, eta: 2:49:57, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7885, loss_cls: 1.8917, loss: 1.8917, grad_norm: 15.8296 2021-08-18 01:50:51,096 - mmaction - INFO - Epoch [46][640/3520] lr: 5.000e-05, eta: 2:49:45, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7937, loss_cls: 1.8844, loss: 1.8844, grad_norm: 15.7795 2021-08-18 01:51:02,723 - mmaction - INFO - Epoch [46][660/3520] lr: 5.000e-05, eta: 2:49:33, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7656, loss_cls: 2.0501, loss: 2.0501, grad_norm: 17.3003 2021-08-18 01:51:14,333 - mmaction - INFO - Epoch [46][680/3520] lr: 5.000e-05, eta: 2:49:21, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7646, loss_cls: 1.9670, loss: 1.9670, grad_norm: 15.4999 2021-08-18 01:51:25,984 - mmaction - INFO - Epoch [46][700/3520] lr: 5.000e-05, eta: 2:49:09, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.5437, top5_acc: 0.7979, loss_cls: 1.8419, loss: 1.8419, grad_norm: 15.8200 2021-08-18 01:51:37,546 - mmaction - INFO - Epoch [46][720/3520] lr: 5.000e-05, eta: 2:48:57, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8115, loss_cls: 1.8478, loss: 1.8478, grad_norm: 15.4311 2021-08-18 01:51:49,121 - mmaction - INFO - Epoch [46][740/3520] lr: 5.000e-05, eta: 2:48:45, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.8104, loss_cls: 1.8628, loss: 1.8628, grad_norm: 15.9754 2021-08-18 01:52:00,785 - mmaction - INFO - Epoch [46][760/3520] lr: 5.000e-05, eta: 2:48:33, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.8073, loss_cls: 1.8935, loss: 1.8935, grad_norm: 15.1489 2021-08-18 01:52:12,374 - mmaction - INFO - Epoch [46][780/3520] lr: 5.000e-05, eta: 2:48:21, time: 0.583, data_time: 0.004, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7771, loss_cls: 1.9624, loss: 1.9624, grad_norm: 16.2158 2021-08-18 01:52:24,027 - mmaction - INFO - Epoch [46][800/3520] lr: 5.000e-05, eta: 2:48:09, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7896, loss_cls: 1.9134, loss: 1.9134, grad_norm: 15.5090 2021-08-18 01:52:35,584 - mmaction - INFO - Epoch [46][820/3520] lr: 5.000e-05, eta: 2:47:57, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7917, loss_cls: 1.9178, loss: 1.9178, grad_norm: 15.8940 2021-08-18 01:52:47,242 - mmaction - INFO - Epoch [46][840/3520] lr: 5.000e-05, eta: 2:47:44, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7958, loss_cls: 1.9080, loss: 1.9080, grad_norm: 15.5317 2021-08-18 01:52:58,863 - mmaction - INFO - Epoch [46][860/3520] lr: 5.000e-05, eta: 2:47:32, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7979, loss_cls: 1.8930, loss: 1.8930, grad_norm: 15.3512 2021-08-18 01:53:10,463 - mmaction - INFO - Epoch [46][880/3520] lr: 5.000e-05, eta: 2:47:20, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7729, loss_cls: 1.9559, loss: 1.9559, grad_norm: 15.6145 2021-08-18 01:53:21,980 - mmaction - INFO - Epoch [46][900/3520] lr: 5.000e-05, eta: 2:47:08, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8094, loss_cls: 1.8893, loss: 1.8893, grad_norm: 15.3494 2021-08-18 01:53:33,499 - mmaction - INFO - Epoch [46][920/3520] lr: 5.000e-05, eta: 2:46:56, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.8063, loss_cls: 1.8846, loss: 1.8846, grad_norm: 15.8493 2021-08-18 01:53:45,115 - mmaction - INFO - Epoch [46][940/3520] lr: 5.000e-05, eta: 2:46:44, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7750, loss_cls: 1.9080, loss: 1.9080, grad_norm: 15.8782 2021-08-18 01:53:56,664 - mmaction - INFO - Epoch [46][960/3520] lr: 5.000e-05, eta: 2:46:32, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7656, loss_cls: 2.0154, loss: 2.0154, grad_norm: 16.8924 2021-08-18 01:54:08,195 - mmaction - INFO - Epoch [46][980/3520] lr: 5.000e-05, eta: 2:46:20, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4729, top5_acc: 0.7615, loss_cls: 2.1040, loss: 2.1040, grad_norm: 16.6367 2021-08-18 01:54:19,858 - mmaction - INFO - Epoch [46][1000/3520] lr: 5.000e-05, eta: 2:46:08, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.8083, loss_cls: 1.8586, loss: 1.8586, grad_norm: 15.5961 2021-08-18 01:54:31,431 - mmaction - INFO - Epoch [46][1020/3520] lr: 5.000e-05, eta: 2:45:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7958, loss_cls: 1.9504, loss: 1.9504, grad_norm: 16.1978 2021-08-18 01:54:43,018 - mmaction - INFO - Epoch [46][1040/3520] lr: 5.000e-05, eta: 2:45:44, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7948, loss_cls: 1.9204, loss: 1.9204, grad_norm: 15.3844 2021-08-18 01:54:54,591 - mmaction - INFO - Epoch [46][1060/3520] lr: 5.000e-05, eta: 2:45:32, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7667, loss_cls: 1.9610, loss: 1.9610, grad_norm: 16.1799 2021-08-18 01:55:06,268 - mmaction - INFO - Epoch [46][1080/3520] lr: 5.000e-05, eta: 2:45:20, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7812, loss_cls: 1.9852, loss: 1.9852, grad_norm: 16.1904 2021-08-18 01:55:17,821 - mmaction - INFO - Epoch [46][1100/3520] lr: 5.000e-05, eta: 2:45:08, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7708, loss_cls: 2.0065, loss: 2.0065, grad_norm: 15.7515 2021-08-18 01:55:29,458 - mmaction - INFO - Epoch [46][1120/3520] lr: 5.000e-05, eta: 2:44:56, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.8063, loss_cls: 1.8898, loss: 1.8898, grad_norm: 16.2992 2021-08-18 01:55:40,980 - mmaction - INFO - Epoch [46][1140/3520] lr: 5.000e-05, eta: 2:44:44, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7927, loss_cls: 1.8861, loss: 1.8861, grad_norm: 15.8433 2021-08-18 01:55:52,556 - mmaction - INFO - Epoch [46][1160/3520] lr: 5.000e-05, eta: 2:44:32, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5354, top5_acc: 0.7771, loss_cls: 1.8973, loss: 1.8973, grad_norm: 15.5811 2021-08-18 01:56:04,063 - mmaction - INFO - Epoch [46][1180/3520] lr: 5.000e-05, eta: 2:44:20, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7833, loss_cls: 1.9506, loss: 1.9506, grad_norm: 15.9286 2021-08-18 01:56:15,724 - mmaction - INFO - Epoch [46][1200/3520] lr: 5.000e-05, eta: 2:44:07, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5333, top5_acc: 0.7958, loss_cls: 1.8885, loss: 1.8885, grad_norm: 15.5456 2021-08-18 01:56:27,376 - mmaction - INFO - Epoch [46][1220/3520] lr: 5.000e-05, eta: 2:43:55, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7854, loss_cls: 1.8831, loss: 1.8831, grad_norm: 15.4660 2021-08-18 01:56:38,915 - mmaction - INFO - Epoch [46][1240/3520] lr: 5.000e-05, eta: 2:43:43, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7865, loss_cls: 1.9296, loss: 1.9296, grad_norm: 15.8109 2021-08-18 01:56:50,529 - mmaction - INFO - Epoch [46][1260/3520] lr: 5.000e-05, eta: 2:43:31, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 1.9831, loss: 1.9831, grad_norm: 15.6306 2021-08-18 01:57:02,099 - mmaction - INFO - Epoch [46][1280/3520] lr: 5.000e-05, eta: 2:43:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7823, loss_cls: 1.9252, loss: 1.9252, grad_norm: 16.0715 2021-08-18 01:57:13,626 - mmaction - INFO - Epoch [46][1300/3520] lr: 5.000e-05, eta: 2:43:07, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7802, loss_cls: 1.9458, loss: 1.9458, grad_norm: 15.6135 2021-08-18 01:57:25,215 - mmaction - INFO - Epoch [46][1320/3520] lr: 5.000e-05, eta: 2:42:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7990, loss_cls: 1.8814, loss: 1.8814, grad_norm: 15.4918 2021-08-18 01:57:36,761 - mmaction - INFO - Epoch [46][1340/3520] lr: 5.000e-05, eta: 2:42:43, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7917, loss_cls: 1.9030, loss: 1.9030, grad_norm: 15.9685 2021-08-18 01:57:48,321 - mmaction - INFO - Epoch [46][1360/3520] lr: 5.000e-05, eta: 2:42:31, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7771, loss_cls: 2.0061, loss: 2.0061, grad_norm: 16.4758 2021-08-18 01:57:59,860 - mmaction - INFO - Epoch [46][1380/3520] lr: 5.000e-05, eta: 2:42:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7885, loss_cls: 1.9879, loss: 1.9879, grad_norm: 15.7366 2021-08-18 01:58:11,497 - mmaction - INFO - Epoch [46][1400/3520] lr: 5.000e-05, eta: 2:42:07, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7729, loss_cls: 1.9503, loss: 1.9503, grad_norm: 16.2430 2021-08-18 01:58:23,049 - mmaction - INFO - Epoch [46][1420/3520] lr: 5.000e-05, eta: 2:41:55, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.8758, loss: 1.8758, grad_norm: 15.4167 2021-08-18 01:58:34,605 - mmaction - INFO - Epoch [46][1440/3520] lr: 5.000e-05, eta: 2:41:43, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5302, top5_acc: 0.7885, loss_cls: 1.8903, loss: 1.8903, grad_norm: 15.3066 2021-08-18 01:58:46,163 - mmaction - INFO - Epoch [46][1460/3520] lr: 5.000e-05, eta: 2:41:31, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7948, loss_cls: 1.9082, loss: 1.9082, grad_norm: 15.5913 2021-08-18 01:58:57,769 - mmaction - INFO - Epoch [46][1480/3520] lr: 5.000e-05, eta: 2:41:19, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7823, loss_cls: 1.9388, loss: 1.9388, grad_norm: 15.8430 2021-08-18 01:59:09,319 - mmaction - INFO - Epoch [46][1500/3520] lr: 5.000e-05, eta: 2:41:07, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7865, loss_cls: 1.9857, loss: 1.9857, grad_norm: 16.2117 2021-08-18 01:59:20,923 - mmaction - INFO - Epoch [46][1520/3520] lr: 5.000e-05, eta: 2:40:55, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4656, top5_acc: 0.7646, loss_cls: 2.0649, loss: 2.0649, grad_norm: 16.6200 2021-08-18 01:59:32,452 - mmaction - INFO - Epoch [46][1540/3520] lr: 5.000e-05, eta: 2:40:43, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5312, top5_acc: 0.7896, loss_cls: 1.8941, loss: 1.8941, grad_norm: 16.0122 2021-08-18 01:59:43,969 - mmaction - INFO - Epoch [46][1560/3520] lr: 5.000e-05, eta: 2:40:31, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7729, loss_cls: 1.9389, loss: 1.9389, grad_norm: 15.5990 2021-08-18 01:59:55,563 - mmaction - INFO - Epoch [46][1580/3520] lr: 5.000e-05, eta: 2:40:18, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7906, loss_cls: 1.9160, loss: 1.9160, grad_norm: 15.2078 2021-08-18 02:00:07,214 - mmaction - INFO - Epoch [46][1600/3520] lr: 5.000e-05, eta: 2:40:06, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7719, loss_cls: 1.9293, loss: 1.9293, grad_norm: 15.3137 2021-08-18 02:00:18,736 - mmaction - INFO - Epoch [46][1620/3520] lr: 5.000e-05, eta: 2:39:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7823, loss_cls: 1.9672, loss: 1.9672, grad_norm: 15.8456 2021-08-18 02:00:30,321 - mmaction - INFO - Epoch [46][1640/3520] lr: 5.000e-05, eta: 2:39:42, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7937, loss_cls: 1.9034, loss: 1.9034, grad_norm: 15.3287 2021-08-18 02:00:41,901 - mmaction - INFO - Epoch [46][1660/3520] lr: 5.000e-05, eta: 2:39:30, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7833, loss_cls: 1.9124, loss: 1.9124, grad_norm: 15.8972 2021-08-18 02:00:53,423 - mmaction - INFO - Epoch [46][1680/3520] lr: 5.000e-05, eta: 2:39:18, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5229, top5_acc: 0.8042, loss_cls: 1.8897, loss: 1.8897, grad_norm: 16.0148 2021-08-18 02:01:05,062 - mmaction - INFO - Epoch [46][1700/3520] lr: 5.000e-05, eta: 2:39:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7927, loss_cls: 1.9380, loss: 1.9380, grad_norm: 15.6103 2021-08-18 02:01:16,652 - mmaction - INFO - Epoch [46][1720/3520] lr: 5.000e-05, eta: 2:38:54, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7896, loss_cls: 1.8992, loss: 1.8992, grad_norm: 15.8504 2021-08-18 02:01:28,288 - mmaction - INFO - Epoch [46][1740/3520] lr: 5.000e-05, eta: 2:38:42, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7990, loss_cls: 1.8707, loss: 1.8707, grad_norm: 15.7947 2021-08-18 02:01:39,855 - mmaction - INFO - Epoch [46][1760/3520] lr: 5.000e-05, eta: 2:38:30, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7969, loss_cls: 1.9287, loss: 1.9287, grad_norm: 15.9609 2021-08-18 02:01:51,437 - mmaction - INFO - Epoch [46][1780/3520] lr: 5.000e-05, eta: 2:38:18, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 1.9011, loss: 1.9011, grad_norm: 15.6654 2021-08-18 02:02:03,032 - mmaction - INFO - Epoch [46][1800/3520] lr: 5.000e-05, eta: 2:38:06, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7896, loss_cls: 1.9421, loss: 1.9421, grad_norm: 15.9454 2021-08-18 02:02:14,633 - mmaction - INFO - Epoch [46][1820/3520] lr: 5.000e-05, eta: 2:37:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7906, loss_cls: 1.8880, loss: 1.8880, grad_norm: 15.6718 2021-08-18 02:02:26,192 - mmaction - INFO - Epoch [46][1840/3520] lr: 5.000e-05, eta: 2:37:42, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7927, loss_cls: 1.8854, loss: 1.8854, grad_norm: 15.6785 2021-08-18 02:02:37,788 - mmaction - INFO - Epoch [46][1860/3520] lr: 5.000e-05, eta: 2:37:30, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7667, loss_cls: 2.0257, loss: 2.0257, grad_norm: 16.4449 2021-08-18 02:02:49,390 - mmaction - INFO - Epoch [46][1880/3520] lr: 5.000e-05, eta: 2:37:18, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7490, loss_cls: 2.0704, loss: 2.0704, grad_norm: 16.1232 2021-08-18 02:03:00,990 - mmaction - INFO - Epoch [46][1900/3520] lr: 5.000e-05, eta: 2:37:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7875, loss_cls: 1.9394, loss: 1.9394, grad_norm: 16.5669 2021-08-18 02:03:12,520 - mmaction - INFO - Epoch [46][1920/3520] lr: 5.000e-05, eta: 2:36:54, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7677, loss_cls: 2.0074, loss: 2.0074, grad_norm: 16.5288 2021-08-18 02:03:24,059 - mmaction - INFO - Epoch [46][1940/3520] lr: 5.000e-05, eta: 2:36:42, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7792, loss_cls: 1.9330, loss: 1.9330, grad_norm: 16.4468 2021-08-18 02:03:35,613 - mmaction - INFO - Epoch [46][1960/3520] lr: 5.000e-05, eta: 2:36:30, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7750, loss_cls: 1.9185, loss: 1.9185, grad_norm: 16.2581 2021-08-18 02:03:47,241 - mmaction - INFO - Epoch [46][1980/3520] lr: 5.000e-05, eta: 2:36:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7844, loss_cls: 1.9064, loss: 1.9064, grad_norm: 15.8878 2021-08-18 02:03:58,785 - mmaction - INFO - Epoch [46][2000/3520] lr: 5.000e-05, eta: 2:36:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7646, loss_cls: 1.9010, loss: 1.9010, grad_norm: 15.4125 2021-08-18 02:04:10,330 - mmaction - INFO - Epoch [46][2020/3520] lr: 5.000e-05, eta: 2:35:53, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7875, loss_cls: 1.8866, loss: 1.8866, grad_norm: 15.5031 2021-08-18 02:04:21,899 - mmaction - INFO - Epoch [46][2040/3520] lr: 5.000e-05, eta: 2:35:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5302, top5_acc: 0.8052, loss_cls: 1.8036, loss: 1.8036, grad_norm: 15.6142 2021-08-18 02:04:33,461 - mmaction - INFO - Epoch [46][2060/3520] lr: 5.000e-05, eta: 2:35:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7490, loss_cls: 2.0883, loss: 2.0883, grad_norm: 16.4410 2021-08-18 02:04:45,021 - mmaction - INFO - Epoch [46][2080/3520] lr: 5.000e-05, eta: 2:35:17, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.8010, loss_cls: 1.8746, loss: 1.8746, grad_norm: 15.5220 2021-08-18 02:04:56,721 - mmaction - INFO - Epoch [46][2100/3520] lr: 5.000e-05, eta: 2:35:05, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7979, loss_cls: 1.8019, loss: 1.8019, grad_norm: 15.3518 2021-08-18 02:05:08,211 - mmaction - INFO - Epoch [46][2120/3520] lr: 5.000e-05, eta: 2:34:53, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7604, loss_cls: 1.9838, loss: 1.9838, grad_norm: 15.8098 2021-08-18 02:05:19,862 - mmaction - INFO - Epoch [46][2140/3520] lr: 5.000e-05, eta: 2:34:41, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7917, loss_cls: 1.8943, loss: 1.8943, grad_norm: 15.4110 2021-08-18 02:05:31,398 - mmaction - INFO - Epoch [46][2160/3520] lr: 5.000e-05, eta: 2:34:29, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7896, loss_cls: 1.9272, loss: 1.9272, grad_norm: 15.9550 2021-08-18 02:05:42,978 - mmaction - INFO - Epoch [46][2180/3520] lr: 5.000e-05, eta: 2:34:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7948, loss_cls: 1.8875, loss: 1.8875, grad_norm: 15.3045 2021-08-18 02:05:54,539 - mmaction - INFO - Epoch [46][2200/3520] lr: 5.000e-05, eta: 2:34:05, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7802, loss_cls: 1.9406, loss: 1.9406, grad_norm: 16.2305 2021-08-18 02:06:06,143 - mmaction - INFO - Epoch [46][2220/3520] lr: 5.000e-05, eta: 2:33:53, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5302, top5_acc: 0.8000, loss_cls: 1.9005, loss: 1.9005, grad_norm: 16.2166 2021-08-18 02:06:17,698 - mmaction - INFO - Epoch [46][2240/3520] lr: 5.000e-05, eta: 2:33:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.8021, loss_cls: 1.8510, loss: 1.8510, grad_norm: 15.4710 2021-08-18 02:06:29,277 - mmaction - INFO - Epoch [46][2260/3520] lr: 5.000e-05, eta: 2:33:29, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.0135, loss: 2.0135, grad_norm: 15.9473 2021-08-18 02:06:40,961 - mmaction - INFO - Epoch [46][2280/3520] lr: 5.000e-05, eta: 2:33:17, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 1.8501, loss: 1.8501, grad_norm: 14.8157 2021-08-18 02:06:52,543 - mmaction - INFO - Epoch [46][2300/3520] lr: 5.000e-05, eta: 2:33:05, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7927, loss_cls: 1.8945, loss: 1.8945, grad_norm: 15.6024 2021-08-18 02:07:04,089 - mmaction - INFO - Epoch [46][2320/3520] lr: 5.000e-05, eta: 2:32:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7635, loss_cls: 2.0083, loss: 2.0083, grad_norm: 16.0071 2021-08-18 02:07:15,688 - mmaction - INFO - Epoch [46][2340/3520] lr: 5.000e-05, eta: 2:32:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.8646, loss: 1.8646, grad_norm: 15.9897 2021-08-18 02:07:27,336 - mmaction - INFO - Epoch [46][2360/3520] lr: 5.000e-05, eta: 2:32:29, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7833, loss_cls: 1.9952, loss: 1.9952, grad_norm: 16.5452 2021-08-18 02:07:38,902 - mmaction - INFO - Epoch [46][2380/3520] lr: 5.000e-05, eta: 2:32:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.8115, loss_cls: 1.8225, loss: 1.8225, grad_norm: 15.3189 2021-08-18 02:07:50,457 - mmaction - INFO - Epoch [46][2400/3520] lr: 5.000e-05, eta: 2:32:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7906, loss_cls: 1.9116, loss: 1.9116, grad_norm: 16.0329 2021-08-18 02:08:02,005 - mmaction - INFO - Epoch [46][2420/3520] lr: 5.000e-05, eta: 2:31:52, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8000, loss_cls: 1.8808, loss: 1.8808, grad_norm: 15.6093 2021-08-18 02:08:13,585 - mmaction - INFO - Epoch [46][2440/3520] lr: 5.000e-05, eta: 2:31:40, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7823, loss_cls: 1.9339, loss: 1.9339, grad_norm: 16.1324 2021-08-18 02:08:25,200 - mmaction - INFO - Epoch [46][2460/3520] lr: 5.000e-05, eta: 2:31:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7760, loss_cls: 1.8880, loss: 1.8880, grad_norm: 15.5802 2021-08-18 02:08:36,737 - mmaction - INFO - Epoch [46][2480/3520] lr: 5.000e-05, eta: 2:31:16, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7854, loss_cls: 1.9575, loss: 1.9575, grad_norm: 16.5628 2021-08-18 02:08:48,344 - mmaction - INFO - Epoch [46][2500/3520] lr: 5.000e-05, eta: 2:31:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.8052, loss_cls: 1.8946, loss: 1.8946, grad_norm: 16.1989 2021-08-18 02:08:59,892 - mmaction - INFO - Epoch [46][2520/3520] lr: 5.000e-05, eta: 2:30:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7865, loss_cls: 1.9219, loss: 1.9219, grad_norm: 15.6725 2021-08-18 02:09:11,519 - mmaction - INFO - Epoch [46][2540/3520] lr: 5.000e-05, eta: 2:30:40, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5292, top5_acc: 0.7927, loss_cls: 1.8451, loss: 1.8451, grad_norm: 15.4587 2021-08-18 02:09:23,053 - mmaction - INFO - Epoch [46][2560/3520] lr: 5.000e-05, eta: 2:30:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.8146, loss_cls: 1.7974, loss: 1.7974, grad_norm: 15.6331 2021-08-18 02:09:34,597 - mmaction - INFO - Epoch [46][2580/3520] lr: 5.000e-05, eta: 2:30:16, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7688, loss_cls: 1.9458, loss: 1.9458, grad_norm: 16.2982 2021-08-18 02:09:46,150 - mmaction - INFO - Epoch [46][2600/3520] lr: 5.000e-05, eta: 2:30:04, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7656, loss_cls: 1.9951, loss: 1.9951, grad_norm: 16.5323 2021-08-18 02:09:57,824 - mmaction - INFO - Epoch [46][2620/3520] lr: 5.000e-05, eta: 2:29:52, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7896, loss_cls: 1.9254, loss: 1.9254, grad_norm: 15.2647 2021-08-18 02:10:09,373 - mmaction - INFO - Epoch [46][2640/3520] lr: 5.000e-05, eta: 2:29:40, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7823, loss_cls: 1.8843, loss: 1.8843, grad_norm: 15.7688 2021-08-18 02:10:21,007 - mmaction - INFO - Epoch [46][2660/3520] lr: 5.000e-05, eta: 2:29:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7958, loss_cls: 1.8982, loss: 1.8982, grad_norm: 16.0048 2021-08-18 02:10:32,553 - mmaction - INFO - Epoch [46][2680/3520] lr: 5.000e-05, eta: 2:29:16, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7917, loss_cls: 1.8982, loss: 1.8982, grad_norm: 15.6976 2021-08-18 02:10:44,108 - mmaction - INFO - Epoch [46][2700/3520] lr: 5.000e-05, eta: 2:29:04, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7781, loss_cls: 1.9979, loss: 1.9979, grad_norm: 15.9601 2021-08-18 02:10:55,722 - mmaction - INFO - Epoch [46][2720/3520] lr: 5.000e-05, eta: 2:28:52, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7823, loss_cls: 2.0073, loss: 2.0073, grad_norm: 16.0221 2021-08-18 02:11:07,288 - mmaction - INFO - Epoch [46][2740/3520] lr: 5.000e-05, eta: 2:28:40, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7771, loss_cls: 1.9880, loss: 1.9880, grad_norm: 16.2272 2021-08-18 02:11:18,873 - mmaction - INFO - Epoch [46][2760/3520] lr: 5.000e-05, eta: 2:28:28, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7906, loss_cls: 1.9320, loss: 1.9320, grad_norm: 15.7433 2021-08-18 02:11:30,556 - mmaction - INFO - Epoch [46][2780/3520] lr: 5.000e-05, eta: 2:28:16, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7771, loss_cls: 1.9399, loss: 1.9399, grad_norm: 16.0906 2021-08-18 02:11:42,153 - mmaction - INFO - Epoch [46][2800/3520] lr: 5.000e-05, eta: 2:28:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7844, loss_cls: 1.9553, loss: 1.9553, grad_norm: 16.1815 2021-08-18 02:11:53,725 - mmaction - INFO - Epoch [46][2820/3520] lr: 5.000e-05, eta: 2:27:52, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7844, loss_cls: 1.9285, loss: 1.9285, grad_norm: 15.8456 2021-08-18 02:12:05,313 - mmaction - INFO - Epoch [46][2840/3520] lr: 5.000e-05, eta: 2:27:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.8010, loss_cls: 1.8845, loss: 1.8845, grad_norm: 15.8524 2021-08-18 02:12:16,917 - mmaction - INFO - Epoch [46][2860/3520] lr: 5.000e-05, eta: 2:27:27, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7937, loss_cls: 1.9490, loss: 1.9490, grad_norm: 15.5108 2021-08-18 02:12:28,440 - mmaction - INFO - Epoch [46][2880/3520] lr: 5.000e-05, eta: 2:27:15, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4823, top5_acc: 0.8083, loss_cls: 1.8897, loss: 1.8897, grad_norm: 15.7322 2021-08-18 02:12:39,973 - mmaction - INFO - Epoch [46][2900/3520] lr: 5.000e-05, eta: 2:27:03, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7948, loss_cls: 1.9000, loss: 1.9000, grad_norm: 15.4933 2021-08-18 02:12:51,557 - mmaction - INFO - Epoch [46][2920/3520] lr: 5.000e-05, eta: 2:26:51, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5281, top5_acc: 0.8177, loss_cls: 1.8178, loss: 1.8178, grad_norm: 15.7172 2021-08-18 02:13:03,128 - mmaction - INFO - Epoch [46][2940/3520] lr: 5.000e-05, eta: 2:26:39, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7740, loss_cls: 2.0085, loss: 2.0085, grad_norm: 15.9321 2021-08-18 02:13:14,706 - mmaction - INFO - Epoch [46][2960/3520] lr: 5.000e-05, eta: 2:26:27, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 1.9978, loss: 1.9978, grad_norm: 16.1033 2021-08-18 02:13:26,268 - mmaction - INFO - Epoch [46][2980/3520] lr: 5.000e-05, eta: 2:26:15, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7885, loss_cls: 1.9133, loss: 1.9133, grad_norm: 16.1712 2021-08-18 02:13:37,806 - mmaction - INFO - Epoch [46][3000/3520] lr: 5.000e-05, eta: 2:26:03, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7865, loss_cls: 1.9402, loss: 1.9402, grad_norm: 16.3499 2021-08-18 02:13:49,372 - mmaction - INFO - Epoch [46][3020/3520] lr: 5.000e-05, eta: 2:25:51, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7646, loss_cls: 1.9759, loss: 1.9759, grad_norm: 16.3435 2021-08-18 02:14:00,969 - mmaction - INFO - Epoch [46][3040/3520] lr: 5.000e-05, eta: 2:25:39, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5344, top5_acc: 0.8021, loss_cls: 1.8237, loss: 1.8237, grad_norm: 15.2414 2021-08-18 02:14:12,586 - mmaction - INFO - Epoch [46][3060/3520] lr: 5.000e-05, eta: 2:25:27, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7844, loss_cls: 1.9603, loss: 1.9603, grad_norm: 15.9541 2021-08-18 02:14:24,182 - mmaction - INFO - Epoch [46][3080/3520] lr: 5.000e-05, eta: 2:25:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7573, loss_cls: 2.0473, loss: 2.0473, grad_norm: 15.7660 2021-08-18 02:14:35,728 - mmaction - INFO - Epoch [46][3100/3520] lr: 5.000e-05, eta: 2:25:03, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.8010, loss_cls: 1.8888, loss: 1.8888, grad_norm: 15.8455 2021-08-18 02:14:47,253 - mmaction - INFO - Epoch [46][3120/3520] lr: 5.000e-05, eta: 2:24:51, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7552, loss_cls: 2.0326, loss: 2.0326, grad_norm: 16.1600 2021-08-18 02:14:58,792 - mmaction - INFO - Epoch [46][3140/3520] lr: 5.000e-05, eta: 2:24:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7896, loss_cls: 1.9339, loss: 1.9339, grad_norm: 16.2004 2021-08-18 02:15:10,327 - mmaction - INFO - Epoch [46][3160/3520] lr: 5.000e-05, eta: 2:24:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7854, loss_cls: 1.9634, loss: 1.9634, grad_norm: 16.0596 2021-08-18 02:15:21,884 - mmaction - INFO - Epoch [46][3180/3520] lr: 5.000e-05, eta: 2:24:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.8000, loss_cls: 1.8929, loss: 1.8929, grad_norm: 15.8683 2021-08-18 02:15:33,477 - mmaction - INFO - Epoch [46][3200/3520] lr: 5.000e-05, eta: 2:24:03, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7979, loss_cls: 1.8812, loss: 1.8812, grad_norm: 15.7980 2021-08-18 02:15:45,096 - mmaction - INFO - Epoch [46][3220/3520] lr: 5.000e-05, eta: 2:23:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7927, loss_cls: 1.9210, loss: 1.9210, grad_norm: 15.6471 2021-08-18 02:15:56,716 - mmaction - INFO - Epoch [46][3240/3520] lr: 5.000e-05, eta: 2:23:39, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7927, loss_cls: 1.8807, loss: 1.8807, grad_norm: 15.3913 2021-08-18 02:16:08,324 - mmaction - INFO - Epoch [46][3260/3520] lr: 5.000e-05, eta: 2:23:27, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5115, top5_acc: 0.8083, loss_cls: 1.8438, loss: 1.8438, grad_norm: 15.5877 2021-08-18 02:16:19,863 - mmaction - INFO - Epoch [46][3280/3520] lr: 5.000e-05, eta: 2:23:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7865, loss_cls: 1.9118, loss: 1.9118, grad_norm: 16.3332 2021-08-18 02:16:31,414 - mmaction - INFO - Epoch [46][3300/3520] lr: 5.000e-05, eta: 2:23:02, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7781, loss_cls: 1.9862, loss: 1.9862, grad_norm: 16.6981 2021-08-18 02:16:43,042 - mmaction - INFO - Epoch [46][3320/3520] lr: 5.000e-05, eta: 2:22:50, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7708, loss_cls: 1.9709, loss: 1.9709, grad_norm: 15.9234 2021-08-18 02:16:54,600 - mmaction - INFO - Epoch [46][3340/3520] lr: 5.000e-05, eta: 2:22:38, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7854, loss_cls: 1.9140, loss: 1.9140, grad_norm: 15.5498 2021-08-18 02:17:06,175 - mmaction - INFO - Epoch [46][3360/3520] lr: 5.000e-05, eta: 2:22:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7906, loss_cls: 1.9514, loss: 1.9514, grad_norm: 16.1094 2021-08-18 02:17:17,724 - mmaction - INFO - Epoch [46][3380/3520] lr: 5.000e-05, eta: 2:22:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7917, loss_cls: 1.9456, loss: 1.9456, grad_norm: 16.2804 2021-08-18 02:17:29,301 - mmaction - INFO - Epoch [46][3400/3520] lr: 5.000e-05, eta: 2:22:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7771, loss_cls: 1.9690, loss: 1.9690, grad_norm: 16.1879 2021-08-18 02:17:40,939 - mmaction - INFO - Epoch [46][3420/3520] lr: 5.000e-05, eta: 2:21:50, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7719, loss_cls: 1.9373, loss: 1.9373, grad_norm: 16.1317 2021-08-18 02:17:52,522 - mmaction - INFO - Epoch [46][3440/3520] lr: 5.000e-05, eta: 2:21:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7740, loss_cls: 1.9549, loss: 1.9549, grad_norm: 15.7958 2021-08-18 02:18:04,087 - mmaction - INFO - Epoch [46][3460/3520] lr: 5.000e-05, eta: 2:21:26, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7698, loss_cls: 1.9929, loss: 1.9929, grad_norm: 16.3020 2021-08-18 02:18:15,627 - mmaction - INFO - Epoch [46][3480/3520] lr: 5.000e-05, eta: 2:21:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7979, loss_cls: 1.8733, loss: 1.8733, grad_norm: 15.8252 2021-08-18 02:18:27,117 - mmaction - INFO - Epoch [46][3500/3520] lr: 5.000e-05, eta: 2:21:02, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.8000, loss_cls: 1.8526, loss: 1.8526, grad_norm: 15.6182 2021-08-18 02:18:38,256 - mmaction - INFO - Epoch [46][3520/3520] lr: 5.000e-05, eta: 2:20:50, time: 0.558, data_time: 0.003, memory: 8335, top1_acc: 0.4761, top5_acc: 0.7793, loss_cls: 1.9710, loss: 1.9710, grad_norm: 15.6238 2021-08-18 02:22:20,646 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 02:22:21,124 - mmaction - INFO - top1_acc 0.2656 top5_acc 0.5602 2021-08-18 02:22:21,124 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 02:22:21,167 - mmaction - INFO - mean_acc 0.2011 2021-08-18 02:22:22,158 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_46.pth. 2021-08-18 02:22:22,158 - mmaction - INFO - Best top1_acc is 0.2656 at 46 epoch. 2021-08-18 02:22:22,179 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-08-18 02:22:22,496 - mmaction - INFO - Epoch(val) [46][259] top1_acc: 0.2656, top5_acc: 0.5602, mean_class_accuracy: 0.2011 2021-08-18 02:23:41,190 - mmaction - INFO - Epoch [47][20/3520] lr: 5.000e-05, eta: 2:20:44, time: 3.932, data_time: 3.305, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7937, loss_cls: 1.8878, loss: 1.8878, grad_norm: 15.8047 2021-08-18 02:23:52,842 - mmaction - INFO - Epoch [47][40/3520] lr: 5.000e-05, eta: 2:20:32, time: 0.583, data_time: 0.006, memory: 8335, top1_acc: 0.5292, top5_acc: 0.8063, loss_cls: 1.7972, loss: 1.7972, grad_norm: 15.3052 2021-08-18 02:24:04,437 - mmaction - INFO - Epoch [47][60/3520] lr: 5.000e-05, eta: 2:20:20, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7771, loss_cls: 1.9744, loss: 1.9744, grad_norm: 15.9914 2021-08-18 02:24:16,108 - mmaction - INFO - Epoch [47][80/3520] lr: 5.000e-05, eta: 2:20:08, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7854, loss_cls: 1.9556, loss: 1.9556, grad_norm: 15.6047 2021-08-18 02:24:27,722 - mmaction - INFO - Epoch [47][100/3520] lr: 5.000e-05, eta: 2:19:56, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7677, loss_cls: 1.9659, loss: 1.9659, grad_norm: 16.0488 2021-08-18 02:24:39,346 - mmaction - INFO - Epoch [47][120/3520] lr: 5.000e-05, eta: 2:19:44, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7917, loss_cls: 1.8950, loss: 1.8950, grad_norm: 16.0168 2021-08-18 02:24:50,865 - mmaction - INFO - Epoch [47][140/3520] lr: 5.000e-05, eta: 2:19:31, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7750, loss_cls: 1.9729, loss: 1.9729, grad_norm: 16.2695 2021-08-18 02:25:02,494 - mmaction - INFO - Epoch [47][160/3520] lr: 5.000e-05, eta: 2:19:19, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7948, loss_cls: 1.8860, loss: 1.8860, grad_norm: 15.8377 2021-08-18 02:25:14,141 - mmaction - INFO - Epoch [47][180/3520] lr: 5.000e-05, eta: 2:19:07, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7865, loss_cls: 1.9648, loss: 1.9648, grad_norm: 16.4356 2021-08-18 02:25:25,715 - mmaction - INFO - Epoch [47][200/3520] lr: 5.000e-05, eta: 2:18:55, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.8146, loss_cls: 1.8477, loss: 1.8477, grad_norm: 15.2942 2021-08-18 02:25:37,286 - mmaction - INFO - Epoch [47][220/3520] lr: 5.000e-05, eta: 2:18:43, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5385, top5_acc: 0.7979, loss_cls: 1.8432, loss: 1.8432, grad_norm: 15.0981 2021-08-18 02:25:48,929 - mmaction - INFO - Epoch [47][240/3520] lr: 5.000e-05, eta: 2:18:31, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7875, loss_cls: 1.9336, loss: 1.9336, grad_norm: 16.1593 2021-08-18 02:26:00,525 - mmaction - INFO - Epoch [47][260/3520] lr: 5.000e-05, eta: 2:18:19, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5302, top5_acc: 0.8104, loss_cls: 1.8294, loss: 1.8294, grad_norm: 15.0413 2021-08-18 02:26:12,178 - mmaction - INFO - Epoch [47][280/3520] lr: 5.000e-05, eta: 2:18:07, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7823, loss_cls: 1.9243, loss: 1.9243, grad_norm: 15.7890 2021-08-18 02:26:23,755 - mmaction - INFO - Epoch [47][300/3520] lr: 5.000e-05, eta: 2:17:55, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8083, loss_cls: 1.8176, loss: 1.8176, grad_norm: 16.2250 2021-08-18 02:26:35,349 - mmaction - INFO - Epoch [47][320/3520] lr: 5.000e-05, eta: 2:17:43, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.8953, loss: 1.8953, grad_norm: 16.1636 2021-08-18 02:26:46,991 - mmaction - INFO - Epoch [47][340/3520] lr: 5.000e-05, eta: 2:17:31, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7885, loss_cls: 1.9338, loss: 1.9338, grad_norm: 15.9240 2021-08-18 02:26:58,536 - mmaction - INFO - Epoch [47][360/3520] lr: 5.000e-05, eta: 2:17:19, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7812, loss_cls: 1.9474, loss: 1.9474, grad_norm: 15.6998 2021-08-18 02:27:10,226 - mmaction - INFO - Epoch [47][380/3520] lr: 5.000e-05, eta: 2:17:07, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7490, loss_cls: 2.0232, loss: 2.0232, grad_norm: 16.0854 2021-08-18 02:27:21,764 - mmaction - INFO - Epoch [47][400/3520] lr: 5.000e-05, eta: 2:16:55, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.8094, loss_cls: 1.8851, loss: 1.8851, grad_norm: 15.8938 2021-08-18 02:27:33,439 - mmaction - INFO - Epoch [47][420/3520] lr: 5.000e-05, eta: 2:16:43, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7885, loss_cls: 1.9432, loss: 1.9432, grad_norm: 15.8234 2021-08-18 02:27:45,044 - mmaction - INFO - Epoch [47][440/3520] lr: 5.000e-05, eta: 2:16:31, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7833, loss_cls: 1.9433, loss: 1.9433, grad_norm: 15.9704 2021-08-18 02:27:56,648 - mmaction - INFO - Epoch [47][460/3520] lr: 5.000e-05, eta: 2:16:19, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5229, top5_acc: 0.8031, loss_cls: 1.9012, loss: 1.9012, grad_norm: 16.3066 2021-08-18 02:28:08,208 - mmaction - INFO - Epoch [47][480/3520] lr: 5.000e-05, eta: 2:16:07, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9761, loss: 1.9761, grad_norm: 15.5868 2021-08-18 02:28:19,839 - mmaction - INFO - Epoch [47][500/3520] lr: 5.000e-05, eta: 2:15:55, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7885, loss_cls: 1.9144, loss: 1.9144, grad_norm: 15.6574 2021-08-18 02:28:31,428 - mmaction - INFO - Epoch [47][520/3520] lr: 5.000e-05, eta: 2:15:43, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7896, loss_cls: 1.8733, loss: 1.8733, grad_norm: 16.0793 2021-08-18 02:28:42,975 - mmaction - INFO - Epoch [47][540/3520] lr: 5.000e-05, eta: 2:15:31, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7833, loss_cls: 1.9396, loss: 1.9396, grad_norm: 15.4807 2021-08-18 02:28:54,607 - mmaction - INFO - Epoch [47][560/3520] lr: 5.000e-05, eta: 2:15:19, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7844, loss_cls: 1.9528, loss: 1.9528, grad_norm: 16.3665 2021-08-18 02:29:06,248 - mmaction - INFO - Epoch [47][580/3520] lr: 5.000e-05, eta: 2:15:06, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7854, loss_cls: 1.9412, loss: 1.9412, grad_norm: 15.9293 2021-08-18 02:29:17,930 - mmaction - INFO - Epoch [47][600/3520] lr: 5.000e-05, eta: 2:14:54, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7594, loss_cls: 1.9608, loss: 1.9608, grad_norm: 16.2699 2021-08-18 02:29:29,559 - mmaction - INFO - Epoch [47][620/3520] lr: 5.000e-05, eta: 2:14:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7719, loss_cls: 1.9666, loss: 1.9666, grad_norm: 15.9190 2021-08-18 02:29:41,134 - mmaction - INFO - Epoch [47][640/3520] lr: 5.000e-05, eta: 2:14:30, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.8125, loss_cls: 1.9224, loss: 1.9224, grad_norm: 16.0742 2021-08-18 02:29:52,723 - mmaction - INFO - Epoch [47][660/3520] lr: 5.000e-05, eta: 2:14:18, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7781, loss_cls: 1.9253, loss: 1.9253, grad_norm: 16.3727 2021-08-18 02:30:04,284 - mmaction - INFO - Epoch [47][680/3520] lr: 5.000e-05, eta: 2:14:06, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7740, loss_cls: 1.9410, loss: 1.9410, grad_norm: 16.0206 2021-08-18 02:30:15,857 - mmaction - INFO - Epoch [47][700/3520] lr: 5.000e-05, eta: 2:13:54, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7521, loss_cls: 2.0722, loss: 2.0722, grad_norm: 16.4857 2021-08-18 02:30:27,558 - mmaction - INFO - Epoch [47][720/3520] lr: 5.000e-05, eta: 2:13:42, time: 0.586, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7729, loss_cls: 1.9516, loss: 1.9516, grad_norm: 16.6129 2021-08-18 02:30:39,233 - mmaction - INFO - Epoch [47][740/3520] lr: 5.000e-05, eta: 2:13:30, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7875, loss_cls: 1.9063, loss: 1.9063, grad_norm: 16.3039 2021-08-18 02:30:50,760 - mmaction - INFO - Epoch [47][760/3520] lr: 5.000e-05, eta: 2:13:18, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7896, loss_cls: 1.9256, loss: 1.9256, grad_norm: 15.5763 2021-08-18 02:31:02,498 - mmaction - INFO - Epoch [47][780/3520] lr: 5.000e-05, eta: 2:13:06, time: 0.586, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7844, loss_cls: 1.9540, loss: 1.9540, grad_norm: 15.9324 2021-08-18 02:31:14,152 - mmaction - INFO - Epoch [47][800/3520] lr: 5.000e-05, eta: 2:12:54, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 1.9690, loss: 1.9690, grad_norm: 16.3596 2021-08-18 02:31:25,765 - mmaction - INFO - Epoch [47][820/3520] lr: 5.000e-05, eta: 2:12:42, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5406, top5_acc: 0.8187, loss_cls: 1.7905, loss: 1.7905, grad_norm: 15.3723 2021-08-18 02:31:37,426 - mmaction - INFO - Epoch [47][840/3520] lr: 5.000e-05, eta: 2:12:30, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7646, loss_cls: 1.9543, loss: 1.9543, grad_norm: 16.6571 2021-08-18 02:31:49,074 - mmaction - INFO - Epoch [47][860/3520] lr: 5.000e-05, eta: 2:12:18, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7937, loss_cls: 1.8630, loss: 1.8630, grad_norm: 15.7917 2021-08-18 02:32:00,624 - mmaction - INFO - Epoch [47][880/3520] lr: 5.000e-05, eta: 2:12:06, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7792, loss_cls: 1.9009, loss: 1.9009, grad_norm: 15.8714 2021-08-18 02:32:12,461 - mmaction - INFO - Epoch [47][900/3520] lr: 5.000e-05, eta: 2:11:54, time: 0.591, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7948, loss_cls: 1.8376, loss: 1.8376, grad_norm: 15.9698 2021-08-18 02:32:24,101 - mmaction - INFO - Epoch [47][920/3520] lr: 5.000e-05, eta: 2:11:42, time: 0.584, data_time: 0.004, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7708, loss_cls: 1.9997, loss: 1.9997, grad_norm: 17.1419 2021-08-18 02:32:35,726 - mmaction - INFO - Epoch [47][940/3520] lr: 5.000e-05, eta: 2:11:30, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7750, loss_cls: 2.0038, loss: 2.0038, grad_norm: 16.2706 2021-08-18 02:32:47,379 - mmaction - INFO - Epoch [47][960/3520] lr: 5.000e-05, eta: 2:11:18, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7958, loss_cls: 1.9538, loss: 1.9538, grad_norm: 16.0996 2021-08-18 02:32:58,929 - mmaction - INFO - Epoch [47][980/3520] lr: 5.000e-05, eta: 2:11:06, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7865, loss_cls: 1.8950, loss: 1.8950, grad_norm: 15.6092 2021-08-18 02:33:10,534 - mmaction - INFO - Epoch [47][1000/3520] lr: 5.000e-05, eta: 2:10:54, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7802, loss_cls: 1.9459, loss: 1.9459, grad_norm: 16.3726 2021-08-18 02:33:22,136 - mmaction - INFO - Epoch [47][1020/3520] lr: 5.000e-05, eta: 2:10:42, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8094, loss_cls: 1.8627, loss: 1.8627, grad_norm: 15.5276 2021-08-18 02:33:33,688 - mmaction - INFO - Epoch [47][1040/3520] lr: 5.000e-05, eta: 2:10:30, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7979, loss_cls: 1.8995, loss: 1.8995, grad_norm: 16.1695 2021-08-18 02:33:45,272 - mmaction - INFO - Epoch [47][1060/3520] lr: 5.000e-05, eta: 2:10:17, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5240, top5_acc: 0.7927, loss_cls: 1.8988, loss: 1.8988, grad_norm: 16.0655 2021-08-18 02:33:56,868 - mmaction - INFO - Epoch [47][1080/3520] lr: 5.000e-05, eta: 2:10:05, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7875, loss_cls: 1.9794, loss: 1.9794, grad_norm: 16.3618 2021-08-18 02:34:08,412 - mmaction - INFO - Epoch [47][1100/3520] lr: 5.000e-05, eta: 2:09:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7865, loss_cls: 1.9298, loss: 1.9298, grad_norm: 16.2787 2021-08-18 02:34:20,011 - mmaction - INFO - Epoch [47][1120/3520] lr: 5.000e-05, eta: 2:09:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5333, top5_acc: 0.7937, loss_cls: 1.8578, loss: 1.8578, grad_norm: 15.9482 2021-08-18 02:34:31,646 - mmaction - INFO - Epoch [47][1140/3520] lr: 5.000e-05, eta: 2:09:29, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7771, loss_cls: 1.9106, loss: 1.9106, grad_norm: 15.7880 2021-08-18 02:34:43,240 - mmaction - INFO - Epoch [47][1160/3520] lr: 5.000e-05, eta: 2:09:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7865, loss_cls: 1.8997, loss: 1.8997, grad_norm: 15.6498 2021-08-18 02:34:54,897 - mmaction - INFO - Epoch [47][1180/3520] lr: 5.000e-05, eta: 2:09:05, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7740, loss_cls: 1.9664, loss: 1.9664, grad_norm: 16.4263 2021-08-18 02:35:06,540 - mmaction - INFO - Epoch [47][1200/3520] lr: 5.000e-05, eta: 2:08:53, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7792, loss_cls: 1.9627, loss: 1.9627, grad_norm: 15.9951 2021-08-18 02:35:18,102 - mmaction - INFO - Epoch [47][1220/3520] lr: 5.000e-05, eta: 2:08:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4813, top5_acc: 0.7896, loss_cls: 1.9662, loss: 1.9662, grad_norm: 16.1694 2021-08-18 02:35:29,575 - mmaction - INFO - Epoch [47][1240/3520] lr: 5.000e-05, eta: 2:08:29, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7844, loss_cls: 1.9327, loss: 1.9327, grad_norm: 15.9592 2021-08-18 02:35:41,152 - mmaction - INFO - Epoch [47][1260/3520] lr: 5.000e-05, eta: 2:08:17, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7781, loss_cls: 1.9962, loss: 1.9962, grad_norm: 16.2692 2021-08-18 02:35:52,755 - mmaction - INFO - Epoch [47][1280/3520] lr: 5.000e-05, eta: 2:08:05, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7844, loss_cls: 1.9781, loss: 1.9781, grad_norm: 15.9294 2021-08-18 02:36:04,389 - mmaction - INFO - Epoch [47][1300/3520] lr: 5.000e-05, eta: 2:07:53, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7792, loss_cls: 1.9128, loss: 1.9128, grad_norm: 16.0111 2021-08-18 02:36:16,065 - mmaction - INFO - Epoch [47][1320/3520] lr: 5.000e-05, eta: 2:07:41, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7812, loss_cls: 1.9192, loss: 1.9192, grad_norm: 15.7249 2021-08-18 02:36:27,691 - mmaction - INFO - Epoch [47][1340/3520] lr: 5.000e-05, eta: 2:07:29, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7990, loss_cls: 1.8949, loss: 1.8949, grad_norm: 16.1609 2021-08-18 02:36:39,210 - mmaction - INFO - Epoch [47][1360/3520] lr: 5.000e-05, eta: 2:07:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7885, loss_cls: 1.9592, loss: 1.9592, grad_norm: 15.7044 2021-08-18 02:36:50,814 - mmaction - INFO - Epoch [47][1380/3520] lr: 5.000e-05, eta: 2:07:05, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7781, loss_cls: 1.9176, loss: 1.9176, grad_norm: 15.6728 2021-08-18 02:37:02,335 - mmaction - INFO - Epoch [47][1400/3520] lr: 5.000e-05, eta: 2:06:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7885, loss_cls: 1.9072, loss: 1.9072, grad_norm: 15.7646 2021-08-18 02:37:13,885 - mmaction - INFO - Epoch [47][1420/3520] lr: 5.000e-05, eta: 2:06:41, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7958, loss_cls: 1.8934, loss: 1.8934, grad_norm: 15.8800 2021-08-18 02:37:25,503 - mmaction - INFO - Epoch [47][1440/3520] lr: 5.000e-05, eta: 2:06:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7917, loss_cls: 1.9066, loss: 1.9066, grad_norm: 15.8365 2021-08-18 02:37:37,067 - mmaction - INFO - Epoch [47][1460/3520] lr: 5.000e-05, eta: 2:06:17, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7948, loss_cls: 1.9375, loss: 1.9375, grad_norm: 16.1814 2021-08-18 02:37:48,727 - mmaction - INFO - Epoch [47][1480/3520] lr: 5.000e-05, eta: 2:06:05, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7708, loss_cls: 1.9759, loss: 1.9759, grad_norm: 15.9022 2021-08-18 02:38:00,248 - mmaction - INFO - Epoch [47][1500/3520] lr: 5.000e-05, eta: 2:05:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7865, loss_cls: 1.9182, loss: 1.9182, grad_norm: 16.2249 2021-08-18 02:38:11,854 - mmaction - INFO - Epoch [47][1520/3520] lr: 5.000e-05, eta: 2:05:41, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7802, loss_cls: 1.9559, loss: 1.9559, grad_norm: 15.9471 2021-08-18 02:38:23,403 - mmaction - INFO - Epoch [47][1540/3520] lr: 5.000e-05, eta: 2:05:28, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7833, loss_cls: 1.9495, loss: 1.9495, grad_norm: 15.8887 2021-08-18 02:38:35,028 - mmaction - INFO - Epoch [47][1560/3520] lr: 5.000e-05, eta: 2:05:16, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7896, loss_cls: 1.9167, loss: 1.9167, grad_norm: 15.8402 2021-08-18 02:38:46,594 - mmaction - INFO - Epoch [47][1580/3520] lr: 5.000e-05, eta: 2:05:04, time: 0.579, data_time: 0.001, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7760, loss_cls: 1.9761, loss: 1.9761, grad_norm: 16.2635 2021-08-18 02:38:58,201 - mmaction - INFO - Epoch [47][1600/3520] lr: 5.000e-05, eta: 2:04:52, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7844, loss_cls: 1.9884, loss: 1.9884, grad_norm: 16.4400 2021-08-18 02:39:09,779 - mmaction - INFO - Epoch [47][1620/3520] lr: 5.000e-05, eta: 2:04:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.8000, loss_cls: 1.8374, loss: 1.8374, grad_norm: 15.5541 2021-08-18 02:39:21,352 - mmaction - INFO - Epoch [47][1640/3520] lr: 5.000e-05, eta: 2:04:28, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7937, loss_cls: 1.8963, loss: 1.8963, grad_norm: 16.1324 2021-08-18 02:39:32,893 - mmaction - INFO - Epoch [47][1660/3520] lr: 5.000e-05, eta: 2:04:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7844, loss_cls: 1.8672, loss: 1.8672, grad_norm: 15.5815 2021-08-18 02:39:44,535 - mmaction - INFO - Epoch [47][1680/3520] lr: 5.000e-05, eta: 2:04:04, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7771, loss_cls: 1.9684, loss: 1.9684, grad_norm: 16.0744 2021-08-18 02:39:56,133 - mmaction - INFO - Epoch [47][1700/3520] lr: 5.000e-05, eta: 2:03:52, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7948, loss_cls: 1.8895, loss: 1.8895, grad_norm: 15.3096 2021-08-18 02:40:07,768 - mmaction - INFO - Epoch [47][1720/3520] lr: 5.000e-05, eta: 2:03:40, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7802, loss_cls: 1.9953, loss: 1.9953, grad_norm: 15.7954 2021-08-18 02:40:19,295 - mmaction - INFO - Epoch [47][1740/3520] lr: 5.000e-05, eta: 2:03:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7885, loss_cls: 1.9417, loss: 1.9417, grad_norm: 16.0936 2021-08-18 02:40:30,936 - mmaction - INFO - Epoch [47][1760/3520] lr: 5.000e-05, eta: 2:03:16, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7906, loss_cls: 1.9183, loss: 1.9183, grad_norm: 16.0746 2021-08-18 02:40:42,497 - mmaction - INFO - Epoch [47][1780/3520] lr: 5.000e-05, eta: 2:03:04, time: 0.578, data_time: 0.001, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7750, loss_cls: 1.9802, loss: 1.9802, grad_norm: 16.0853 2021-08-18 02:40:54,016 - mmaction - INFO - Epoch [47][1800/3520] lr: 5.000e-05, eta: 2:02:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7698, loss_cls: 1.9613, loss: 1.9613, grad_norm: 16.0978 2021-08-18 02:41:05,594 - mmaction - INFO - Epoch [47][1820/3520] lr: 5.000e-05, eta: 2:02:40, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7615, loss_cls: 1.9886, loss: 1.9886, grad_norm: 16.1681 2021-08-18 02:41:17,175 - mmaction - INFO - Epoch [47][1840/3520] lr: 5.000e-05, eta: 2:02:28, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5240, top5_acc: 0.7885, loss_cls: 1.8947, loss: 1.8947, grad_norm: 16.1907 2021-08-18 02:41:28,773 - mmaction - INFO - Epoch [47][1860/3520] lr: 5.000e-05, eta: 2:02:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.8000, loss_cls: 1.9150, loss: 1.9150, grad_norm: 15.7944 2021-08-18 02:41:40,372 - mmaction - INFO - Epoch [47][1880/3520] lr: 5.000e-05, eta: 2:02:04, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7708, loss_cls: 1.9744, loss: 1.9744, grad_norm: 15.6769 2021-08-18 02:41:52,036 - mmaction - INFO - Epoch [47][1900/3520] lr: 5.000e-05, eta: 2:01:52, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.8969, loss: 1.8969, grad_norm: 15.9407 2021-08-18 02:42:03,641 - mmaction - INFO - Epoch [47][1920/3520] lr: 5.000e-05, eta: 2:01:40, time: 0.580, data_time: 0.001, memory: 8335, top1_acc: 0.5229, top5_acc: 0.7833, loss_cls: 1.9085, loss: 1.9085, grad_norm: 15.3410 2021-08-18 02:42:15,291 - mmaction - INFO - Epoch [47][1940/3520] lr: 5.000e-05, eta: 2:01:28, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8021, loss_cls: 1.8531, loss: 1.8531, grad_norm: 15.6818 2021-08-18 02:42:26,849 - mmaction - INFO - Epoch [47][1960/3520] lr: 5.000e-05, eta: 2:01:16, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.8021, loss_cls: 1.8344, loss: 1.8344, grad_norm: 15.4503 2021-08-18 02:42:38,466 - mmaction - INFO - Epoch [47][1980/3520] lr: 5.000e-05, eta: 2:01:04, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7844, loss_cls: 1.9491, loss: 1.9491, grad_norm: 16.1928 2021-08-18 02:42:49,970 - mmaction - INFO - Epoch [47][2000/3520] lr: 5.000e-05, eta: 2:00:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7875, loss_cls: 1.8640, loss: 1.8640, grad_norm: 15.6911 2021-08-18 02:43:01,575 - mmaction - INFO - Epoch [47][2020/3520] lr: 5.000e-05, eta: 2:00:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7698, loss_cls: 1.9584, loss: 1.9584, grad_norm: 16.8868 2021-08-18 02:43:13,205 - mmaction - INFO - Epoch [47][2040/3520] lr: 5.000e-05, eta: 2:00:28, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.8052, loss_cls: 1.8350, loss: 1.8350, grad_norm: 15.7875 2021-08-18 02:43:24,745 - mmaction - INFO - Epoch [47][2060/3520] lr: 5.000e-05, eta: 2:00:15, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.0156, loss: 2.0156, grad_norm: 16.6203 2021-08-18 02:43:36,297 - mmaction - INFO - Epoch [47][2080/3520] lr: 5.000e-05, eta: 2:00:03, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7729, loss_cls: 1.9797, loss: 1.9797, grad_norm: 16.3842 2021-08-18 02:43:47,826 - mmaction - INFO - Epoch [47][2100/3520] lr: 5.000e-05, eta: 1:59:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7719, loss_cls: 1.9805, loss: 1.9805, grad_norm: 15.7482 2021-08-18 02:43:59,361 - mmaction - INFO - Epoch [47][2120/3520] lr: 5.000e-05, eta: 1:59:39, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7750, loss_cls: 1.9094, loss: 1.9094, grad_norm: 15.8492 2021-08-18 02:44:10,940 - mmaction - INFO - Epoch [47][2140/3520] lr: 5.000e-05, eta: 1:59:27, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7854, loss_cls: 1.9322, loss: 1.9322, grad_norm: 15.9404 2021-08-18 02:44:22,506 - mmaction - INFO - Epoch [47][2160/3520] lr: 5.000e-05, eta: 1:59:15, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7844, loss_cls: 1.8809, loss: 1.8809, grad_norm: 15.4657 2021-08-18 02:44:34,030 - mmaction - INFO - Epoch [47][2180/3520] lr: 5.000e-05, eta: 1:59:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7990, loss_cls: 1.9021, loss: 1.9021, grad_norm: 15.9056 2021-08-18 02:44:45,716 - mmaction - INFO - Epoch [47][2200/3520] lr: 5.000e-05, eta: 1:58:51, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7854, loss_cls: 1.9328, loss: 1.9328, grad_norm: 15.7041 2021-08-18 02:44:57,304 - mmaction - INFO - Epoch [47][2220/3520] lr: 5.000e-05, eta: 1:58:39, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7875, loss_cls: 1.9652, loss: 1.9652, grad_norm: 16.1180 2021-08-18 02:45:08,894 - mmaction - INFO - Epoch [47][2240/3520] lr: 5.000e-05, eta: 1:58:27, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7979, loss_cls: 1.8593, loss: 1.8593, grad_norm: 15.7404 2021-08-18 02:45:20,445 - mmaction - INFO - Epoch [47][2260/3520] lr: 5.000e-05, eta: 1:58:15, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7927, loss_cls: 1.9344, loss: 1.9344, grad_norm: 16.6147 2021-08-18 02:45:32,016 - mmaction - INFO - Epoch [47][2280/3520] lr: 5.000e-05, eta: 1:58:03, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7979, loss_cls: 1.8971, loss: 1.8971, grad_norm: 16.4343 2021-08-18 02:45:43,641 - mmaction - INFO - Epoch [47][2300/3520] lr: 5.000e-05, eta: 1:57:51, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5240, top5_acc: 0.7927, loss_cls: 1.8931, loss: 1.8931, grad_norm: 15.9573 2021-08-18 02:45:55,194 - mmaction - INFO - Epoch [47][2320/3520] lr: 5.000e-05, eta: 1:57:39, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7948, loss_cls: 1.8599, loss: 1.8599, grad_norm: 15.4731 2021-08-18 02:46:06,848 - mmaction - INFO - Epoch [47][2340/3520] lr: 5.000e-05, eta: 1:57:27, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7917, loss_cls: 1.9098, loss: 1.9098, grad_norm: 16.0313 2021-08-18 02:46:18,509 - mmaction - INFO - Epoch [47][2360/3520] lr: 5.000e-05, eta: 1:57:15, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7844, loss_cls: 1.8748, loss: 1.8748, grad_norm: 15.7717 2021-08-18 02:46:30,084 - mmaction - INFO - Epoch [47][2380/3520] lr: 5.000e-05, eta: 1:57:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7948, loss_cls: 1.9236, loss: 1.9236, grad_norm: 16.0310 2021-08-18 02:46:41,625 - mmaction - INFO - Epoch [47][2400/3520] lr: 5.000e-05, eta: 1:56:51, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7990, loss_cls: 1.9010, loss: 1.9010, grad_norm: 16.5152 2021-08-18 02:46:53,288 - mmaction - INFO - Epoch [47][2420/3520] lr: 5.000e-05, eta: 1:56:39, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.5385, top5_acc: 0.8052, loss_cls: 1.8441, loss: 1.8441, grad_norm: 16.2667 2021-08-18 02:47:04,786 - mmaction - INFO - Epoch [47][2440/3520] lr: 5.000e-05, eta: 1:56:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7990, loss_cls: 1.8880, loss: 1.8880, grad_norm: 15.1675 2021-08-18 02:47:16,453 - mmaction - INFO - Epoch [47][2460/3520] lr: 5.000e-05, eta: 1:56:15, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7771, loss_cls: 1.9063, loss: 1.9063, grad_norm: 15.6742 2021-08-18 02:47:27,980 - mmaction - INFO - Epoch [47][2480/3520] lr: 5.000e-05, eta: 1:56:03, time: 0.578, data_time: 0.004, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7740, loss_cls: 1.9423, loss: 1.9423, grad_norm: 16.4851 2021-08-18 02:47:39,515 - mmaction - INFO - Epoch [47][2500/3520] lr: 5.000e-05, eta: 1:55:51, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7625, loss_cls: 2.0318, loss: 2.0318, grad_norm: 16.3796 2021-08-18 02:47:51,074 - mmaction - INFO - Epoch [47][2520/3520] lr: 5.000e-05, eta: 1:55:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.8031, loss_cls: 1.9584, loss: 1.9584, grad_norm: 16.6418 2021-08-18 02:48:02,689 - mmaction - INFO - Epoch [47][2540/3520] lr: 5.000e-05, eta: 1:55:27, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7708, loss_cls: 1.9944, loss: 1.9944, grad_norm: 16.2309 2021-08-18 02:48:14,308 - mmaction - INFO - Epoch [47][2560/3520] lr: 5.000e-05, eta: 1:55:15, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7698, loss_cls: 1.9967, loss: 1.9967, grad_norm: 16.7025 2021-08-18 02:48:25,939 - mmaction - INFO - Epoch [47][2580/3520] lr: 5.000e-05, eta: 1:55:03, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7812, loss_cls: 1.9200, loss: 1.9200, grad_norm: 15.8750 2021-08-18 02:48:37,565 - mmaction - INFO - Epoch [47][2600/3520] lr: 5.000e-05, eta: 1:54:51, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7729, loss_cls: 1.9952, loss: 1.9952, grad_norm: 16.2166 2021-08-18 02:48:49,285 - mmaction - INFO - Epoch [47][2620/3520] lr: 5.000e-05, eta: 1:54:38, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.8031, loss_cls: 1.8575, loss: 1.8575, grad_norm: 15.8207 2021-08-18 02:49:00,853 - mmaction - INFO - Epoch [47][2640/3520] lr: 5.000e-05, eta: 1:54:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.8281, loss_cls: 1.7786, loss: 1.7786, grad_norm: 15.9100 2021-08-18 02:49:12,397 - mmaction - INFO - Epoch [47][2660/3520] lr: 5.000e-05, eta: 1:54:14, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7781, loss_cls: 1.9518, loss: 1.9518, grad_norm: 15.9318 2021-08-18 02:49:23,965 - mmaction - INFO - Epoch [47][2680/3520] lr: 5.000e-05, eta: 1:54:02, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.8021, loss_cls: 1.8929, loss: 1.8929, grad_norm: 16.2745 2021-08-18 02:49:35,519 - mmaction - INFO - Epoch [47][2700/3520] lr: 5.000e-05, eta: 1:53:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7740, loss_cls: 1.9919, loss: 1.9919, grad_norm: 16.3005 2021-08-18 02:49:47,067 - mmaction - INFO - Epoch [47][2720/3520] lr: 5.000e-05, eta: 1:53:38, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7635, loss_cls: 1.9417, loss: 1.9417, grad_norm: 16.0018 2021-08-18 02:49:58,640 - mmaction - INFO - Epoch [47][2740/3520] lr: 5.000e-05, eta: 1:53:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7823, loss_cls: 1.9415, loss: 1.9415, grad_norm: 16.1587 2021-08-18 02:50:10,110 - mmaction - INFO - Epoch [47][2760/3520] lr: 5.000e-05, eta: 1:53:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7750, loss_cls: 2.0148, loss: 2.0148, grad_norm: 16.6485 2021-08-18 02:50:21,707 - mmaction - INFO - Epoch [47][2780/3520] lr: 5.000e-05, eta: 1:53:02, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7823, loss_cls: 2.0048, loss: 2.0048, grad_norm: 16.0436 2021-08-18 02:50:33,287 - mmaction - INFO - Epoch [47][2800/3520] lr: 5.000e-05, eta: 1:52:50, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7937, loss_cls: 1.8692, loss: 1.8692, grad_norm: 16.1296 2021-08-18 02:50:44,881 - mmaction - INFO - Epoch [47][2820/3520] lr: 5.000e-05, eta: 1:52:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9190, loss: 1.9190, grad_norm: 16.2285 2021-08-18 02:50:56,491 - mmaction - INFO - Epoch [47][2840/3520] lr: 5.000e-05, eta: 1:52:26, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8094, loss_cls: 1.8341, loss: 1.8341, grad_norm: 15.9917 2021-08-18 02:51:08,038 - mmaction - INFO - Epoch [47][2860/3520] lr: 5.000e-05, eta: 1:52:14, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7740, loss_cls: 2.0356, loss: 2.0356, grad_norm: 16.6581 2021-08-18 02:51:19,561 - mmaction - INFO - Epoch [47][2880/3520] lr: 5.000e-05, eta: 1:52:02, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.8125, loss_cls: 1.8275, loss: 1.8275, grad_norm: 15.7152 2021-08-18 02:51:31,119 - mmaction - INFO - Epoch [47][2900/3520] lr: 5.000e-05, eta: 1:51:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7896, loss_cls: 1.8849, loss: 1.8849, grad_norm: 15.8487 2021-08-18 02:51:42,674 - mmaction - INFO - Epoch [47][2920/3520] lr: 5.000e-05, eta: 1:51:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7906, loss_cls: 1.8836, loss: 1.8836, grad_norm: 15.8094 2021-08-18 02:51:54,271 - mmaction - INFO - Epoch [47][2940/3520] lr: 5.000e-05, eta: 1:51:26, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7927, loss_cls: 1.8824, loss: 1.8824, grad_norm: 16.2340 2021-08-18 02:52:05,814 - mmaction - INFO - Epoch [47][2960/3520] lr: 5.000e-05, eta: 1:51:14, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7667, loss_cls: 2.0238, loss: 2.0238, grad_norm: 16.8367 2021-08-18 02:52:17,309 - mmaction - INFO - Epoch [47][2980/3520] lr: 5.000e-05, eta: 1:51:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7708, loss_cls: 2.0277, loss: 2.0277, grad_norm: 16.9085 2021-08-18 02:52:28,877 - mmaction - INFO - Epoch [47][3000/3520] lr: 5.000e-05, eta: 1:50:50, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7990, loss_cls: 1.8721, loss: 1.8721, grad_norm: 15.9358 2021-08-18 02:52:40,485 - mmaction - INFO - Epoch [47][3020/3520] lr: 5.000e-05, eta: 1:50:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7625, loss_cls: 1.9825, loss: 1.9825, grad_norm: 16.1485 2021-08-18 02:52:52,016 - mmaction - INFO - Epoch [47][3040/3520] lr: 5.000e-05, eta: 1:50:26, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7823, loss_cls: 1.9102, loss: 1.9102, grad_norm: 15.8008 2021-08-18 02:53:03,513 - mmaction - INFO - Epoch [47][3060/3520] lr: 5.000e-05, eta: 1:50:14, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9346, loss: 1.9346, grad_norm: 16.1018 2021-08-18 02:53:15,040 - mmaction - INFO - Epoch [47][3080/3520] lr: 5.000e-05, eta: 1:50:02, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7823, loss_cls: 1.9474, loss: 1.9474, grad_norm: 16.0618 2021-08-18 02:53:26,563 - mmaction - INFO - Epoch [47][3100/3520] lr: 5.000e-05, eta: 1:49:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7937, loss_cls: 1.9052, loss: 1.9052, grad_norm: 16.3476 2021-08-18 02:53:38,053 - mmaction - INFO - Epoch [47][3120/3520] lr: 5.000e-05, eta: 1:49:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7937, loss_cls: 1.9061, loss: 1.9061, grad_norm: 15.7658 2021-08-18 02:53:49,577 - mmaction - INFO - Epoch [47][3140/3520] lr: 5.000e-05, eta: 1:49:26, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7885, loss_cls: 1.9518, loss: 1.9518, grad_norm: 16.4039 2021-08-18 02:54:01,113 - mmaction - INFO - Epoch [47][3160/3520] lr: 5.000e-05, eta: 1:49:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7771, loss_cls: 1.9383, loss: 1.9383, grad_norm: 16.1871 2021-08-18 02:54:12,649 - mmaction - INFO - Epoch [47][3180/3520] lr: 5.000e-05, eta: 1:49:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.0262, loss: 2.0262, grad_norm: 16.6427 2021-08-18 02:54:24,269 - mmaction - INFO - Epoch [47][3200/3520] lr: 5.000e-05, eta: 1:48:49, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7844, loss_cls: 1.9389, loss: 1.9389, grad_norm: 16.4183 2021-08-18 02:54:35,877 - mmaction - INFO - Epoch [47][3220/3520] lr: 5.000e-05, eta: 1:48:37, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7990, loss_cls: 1.8847, loss: 1.8847, grad_norm: 15.5682 2021-08-18 02:54:47,390 - mmaction - INFO - Epoch [47][3240/3520] lr: 5.000e-05, eta: 1:48:25, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7896, loss_cls: 1.8987, loss: 1.8987, grad_norm: 15.9788 2021-08-18 02:54:58,981 - mmaction - INFO - Epoch [47][3260/3520] lr: 5.000e-05, eta: 1:48:13, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7885, loss_cls: 1.9271, loss: 1.9271, grad_norm: 16.8896 2021-08-18 02:55:10,470 - mmaction - INFO - Epoch [47][3280/3520] lr: 5.000e-05, eta: 1:48:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7635, loss_cls: 2.0471, loss: 2.0471, grad_norm: 16.6422 2021-08-18 02:55:22,092 - mmaction - INFO - Epoch [47][3300/3520] lr: 5.000e-05, eta: 1:47:49, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7948, loss_cls: 1.9675, loss: 1.9675, grad_norm: 16.2173 2021-08-18 02:55:33,602 - mmaction - INFO - Epoch [47][3320/3520] lr: 5.000e-05, eta: 1:47:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8021, loss_cls: 1.8600, loss: 1.8600, grad_norm: 15.5717 2021-08-18 02:55:45,190 - mmaction - INFO - Epoch [47][3340/3520] lr: 5.000e-05, eta: 1:47:25, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4625, top5_acc: 0.7844, loss_cls: 2.0277, loss: 2.0277, grad_norm: 16.4280 2021-08-18 02:55:56,697 - mmaction - INFO - Epoch [47][3360/3520] lr: 5.000e-05, eta: 1:47:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.8052, loss_cls: 1.9226, loss: 1.9226, grad_norm: 16.6128 2021-08-18 02:56:08,253 - mmaction - INFO - Epoch [47][3380/3520] lr: 5.000e-05, eta: 1:47:01, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9277, loss: 1.9277, grad_norm: 16.2067 2021-08-18 02:56:19,823 - mmaction - INFO - Epoch [47][3400/3520] lr: 5.000e-05, eta: 1:46:49, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.8281, loss_cls: 1.7767, loss: 1.7767, grad_norm: 15.6869 2021-08-18 02:56:31,397 - mmaction - INFO - Epoch [47][3420/3520] lr: 5.000e-05, eta: 1:46:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7969, loss_cls: 1.8964, loss: 1.8964, grad_norm: 15.8742 2021-08-18 02:56:42,921 - mmaction - INFO - Epoch [47][3440/3520] lr: 5.000e-05, eta: 1:46:25, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7917, loss_cls: 1.9578, loss: 1.9578, grad_norm: 16.2571 2021-08-18 02:56:54,451 - mmaction - INFO - Epoch [47][3460/3520] lr: 5.000e-05, eta: 1:46:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9975, loss: 1.9975, grad_norm: 16.3433 2021-08-18 02:57:05,956 - mmaction - INFO - Epoch [47][3480/3520] lr: 5.000e-05, eta: 1:46:01, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.8073, loss_cls: 1.8494, loss: 1.8494, grad_norm: 15.3776 2021-08-18 02:57:17,466 - mmaction - INFO - Epoch [47][3500/3520] lr: 5.000e-05, eta: 1:45:49, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7958, loss_cls: 1.8779, loss: 1.8779, grad_norm: 16.0255 2021-08-18 02:57:28,565 - mmaction - INFO - Epoch [47][3520/3520] lr: 5.000e-05, eta: 1:45:37, time: 0.556, data_time: 0.002, memory: 8335, top1_acc: 0.5033, top5_acc: 0.7848, loss_cls: 1.9196, loss: 1.9196, grad_norm: 15.9255 2021-08-18 03:01:05,142 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 03:01:05,658 - mmaction - INFO - top1_acc 0.2615 top5_acc 0.5540 2021-08-18 03:01:05,658 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 03:01:05,758 - mmaction - INFO - mean_acc 0.2001 2021-08-18 03:01:05,765 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-08-18 03:01:06,098 - mmaction - INFO - Epoch(val) [47][259] top1_acc: 0.2615, top5_acc: 0.5540, mean_class_accuracy: 0.2001 2021-08-18 03:02:26,955 - mmaction - INFO - Epoch [48][20/3520] lr: 5.000e-05, eta: 1:45:29, time: 4.038, data_time: 3.422, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7708, loss_cls: 1.9294, loss: 1.9294, grad_norm: 15.3186 2021-08-18 03:02:38,488 - mmaction - INFO - Epoch [48][40/3520] lr: 5.000e-05, eta: 1:45:17, time: 0.579, data_time: 0.007, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7792, loss_cls: 1.9559, loss: 1.9559, grad_norm: 15.9457 2021-08-18 03:02:50,024 - mmaction - INFO - Epoch [48][60/3520] lr: 5.000e-05, eta: 1:45:05, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.9353, loss: 1.9353, grad_norm: 16.0845 2021-08-18 03:03:01,574 - mmaction - INFO - Epoch [48][80/3520] lr: 5.000e-05, eta: 1:44:53, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7760, loss_cls: 1.9540, loss: 1.9540, grad_norm: 15.5236 2021-08-18 03:03:13,211 - mmaction - INFO - Epoch [48][100/3520] lr: 5.000e-05, eta: 1:44:41, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5500, top5_acc: 0.8052, loss_cls: 1.7950, loss: 1.7950, grad_norm: 15.5455 2021-08-18 03:03:24,812 - mmaction - INFO - Epoch [48][120/3520] lr: 5.000e-05, eta: 1:44:29, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7906, loss_cls: 1.8781, loss: 1.8781, grad_norm: 15.5231 2021-08-18 03:03:36,374 - mmaction - INFO - Epoch [48][140/3520] lr: 5.000e-05, eta: 1:44:17, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7906, loss_cls: 1.9383, loss: 1.9383, grad_norm: 16.3471 2021-08-18 03:03:47,968 - mmaction - INFO - Epoch [48][160/3520] lr: 5.000e-05, eta: 1:44:05, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8010, loss_cls: 1.8652, loss: 1.8652, grad_norm: 15.6984 2021-08-18 03:03:59,508 - mmaction - INFO - Epoch [48][180/3520] lr: 5.000e-05, eta: 1:43:53, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9148, loss: 1.9148, grad_norm: 15.9858 2021-08-18 03:04:11,080 - mmaction - INFO - Epoch [48][200/3520] lr: 5.000e-05, eta: 1:43:41, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7615, loss_cls: 1.9931, loss: 1.9931, grad_norm: 16.6670 2021-08-18 03:04:22,662 - mmaction - INFO - Epoch [48][220/3520] lr: 5.000e-05, eta: 1:43:29, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5469, top5_acc: 0.7979, loss_cls: 1.7983, loss: 1.7983, grad_norm: 15.7024 2021-08-18 03:04:34,225 - mmaction - INFO - Epoch [48][240/3520] lr: 5.000e-05, eta: 1:43:17, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7958, loss_cls: 1.8652, loss: 1.8652, grad_norm: 15.6837 2021-08-18 03:04:45,826 - mmaction - INFO - Epoch [48][260/3520] lr: 5.000e-05, eta: 1:43:05, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7906, loss_cls: 1.8627, loss: 1.8627, grad_norm: 16.1696 2021-08-18 03:04:57,446 - mmaction - INFO - Epoch [48][280/3520] lr: 5.000e-05, eta: 1:42:53, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7719, loss_cls: 1.9420, loss: 1.9420, grad_norm: 16.4214 2021-08-18 03:05:08,982 - mmaction - INFO - Epoch [48][300/3520] lr: 5.000e-05, eta: 1:42:41, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7875, loss_cls: 1.9519, loss: 1.9519, grad_norm: 16.3934 2021-08-18 03:05:20,538 - mmaction - INFO - Epoch [48][320/3520] lr: 5.000e-05, eta: 1:42:29, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7896, loss_cls: 1.8841, loss: 1.8841, grad_norm: 15.5268 2021-08-18 03:05:32,109 - mmaction - INFO - Epoch [48][340/3520] lr: 5.000e-05, eta: 1:42:17, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7688, loss_cls: 1.9918, loss: 1.9918, grad_norm: 16.1033 2021-08-18 03:05:43,813 - mmaction - INFO - Epoch [48][360/3520] lr: 5.000e-05, eta: 1:42:05, time: 0.584, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7719, loss_cls: 1.9803, loss: 1.9803, grad_norm: 15.5806 2021-08-18 03:05:55,354 - mmaction - INFO - Epoch [48][380/3520] lr: 5.000e-05, eta: 1:41:53, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5292, top5_acc: 0.8083, loss_cls: 1.8503, loss: 1.8503, grad_norm: 15.4423 2021-08-18 03:06:07,000 - mmaction - INFO - Epoch [48][400/3520] lr: 5.000e-05, eta: 1:41:41, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7927, loss_cls: 1.9037, loss: 1.9037, grad_norm: 16.1010 2021-08-18 03:06:18,504 - mmaction - INFO - Epoch [48][420/3520] lr: 5.000e-05, eta: 1:41:29, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7823, loss_cls: 1.9362, loss: 1.9362, grad_norm: 15.4472 2021-08-18 03:06:30,140 - mmaction - INFO - Epoch [48][440/3520] lr: 5.000e-05, eta: 1:41:17, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7521, loss_cls: 2.0368, loss: 2.0368, grad_norm: 15.8838 2021-08-18 03:06:41,739 - mmaction - INFO - Epoch [48][460/3520] lr: 5.000e-05, eta: 1:41:04, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7948, loss_cls: 1.8599, loss: 1.8599, grad_norm: 15.2275 2021-08-18 03:06:53,258 - mmaction - INFO - Epoch [48][480/3520] lr: 5.000e-05, eta: 1:40:52, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.8021, loss_cls: 1.8511, loss: 1.8511, grad_norm: 15.7920 2021-08-18 03:07:04,821 - mmaction - INFO - Epoch [48][500/3520] lr: 5.000e-05, eta: 1:40:40, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4750, top5_acc: 0.7823, loss_cls: 1.9647, loss: 1.9647, grad_norm: 16.1601 2021-08-18 03:07:16,397 - mmaction - INFO - Epoch [48][520/3520] lr: 5.000e-05, eta: 1:40:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5354, top5_acc: 0.8146, loss_cls: 1.7876, loss: 1.7876, grad_norm: 15.9054 2021-08-18 03:07:27,985 - mmaction - INFO - Epoch [48][540/3520] lr: 5.000e-05, eta: 1:40:16, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7719, loss_cls: 2.0028, loss: 2.0028, grad_norm: 16.5341 2021-08-18 03:07:39,600 - mmaction - INFO - Epoch [48][560/3520] lr: 5.000e-05, eta: 1:40:04, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7958, loss_cls: 1.8994, loss: 1.8994, grad_norm: 15.6238 2021-08-18 03:07:51,145 - mmaction - INFO - Epoch [48][580/3520] lr: 5.000e-05, eta: 1:39:52, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7896, loss_cls: 1.8940, loss: 1.8940, grad_norm: 15.7011 2021-08-18 03:08:02,668 - mmaction - INFO - Epoch [48][600/3520] lr: 5.000e-05, eta: 1:39:40, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5229, top5_acc: 0.8219, loss_cls: 1.7529, loss: 1.7529, grad_norm: 15.1353 2021-08-18 03:08:14,150 - mmaction - INFO - Epoch [48][620/3520] lr: 5.000e-05, eta: 1:39:28, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7833, loss_cls: 1.8974, loss: 1.8974, grad_norm: 15.7363 2021-08-18 03:08:25,684 - mmaction - INFO - Epoch [48][640/3520] lr: 5.000e-05, eta: 1:39:16, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7937, loss_cls: 1.9208, loss: 1.9208, grad_norm: 16.1978 2021-08-18 03:08:37,217 - mmaction - INFO - Epoch [48][660/3520] lr: 5.000e-05, eta: 1:39:04, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7896, loss_cls: 1.9049, loss: 1.9049, grad_norm: 16.0336 2021-08-18 03:08:48,857 - mmaction - INFO - Epoch [48][680/3520] lr: 5.000e-05, eta: 1:38:52, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7760, loss_cls: 1.9448, loss: 1.9448, grad_norm: 15.8047 2021-08-18 03:09:00,431 - mmaction - INFO - Epoch [48][700/3520] lr: 5.000e-05, eta: 1:38:40, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.8042, loss_cls: 1.8927, loss: 1.8927, grad_norm: 15.6536 2021-08-18 03:09:11,990 - mmaction - INFO - Epoch [48][720/3520] lr: 5.000e-05, eta: 1:38:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7729, loss_cls: 1.9857, loss: 1.9857, grad_norm: 16.3738 2021-08-18 03:09:23,579 - mmaction - INFO - Epoch [48][740/3520] lr: 5.000e-05, eta: 1:38:16, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.8000, loss_cls: 1.8965, loss: 1.8965, grad_norm: 15.8067 2021-08-18 03:09:35,222 - mmaction - INFO - Epoch [48][760/3520] lr: 5.000e-05, eta: 1:38:04, time: 0.582, data_time: 0.003, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7750, loss_cls: 1.9885, loss: 1.9885, grad_norm: 16.3838 2021-08-18 03:09:46,892 - mmaction - INFO - Epoch [48][780/3520] lr: 5.000e-05, eta: 1:37:52, time: 0.583, data_time: 0.003, memory: 8335, top1_acc: 0.5229, top5_acc: 0.7802, loss_cls: 1.9704, loss: 1.9704, grad_norm: 16.6020 2021-08-18 03:09:58,472 - mmaction - INFO - Epoch [48][800/3520] lr: 5.000e-05, eta: 1:37:40, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7781, loss_cls: 1.8698, loss: 1.8698, grad_norm: 16.0576 2021-08-18 03:10:10,036 - mmaction - INFO - Epoch [48][820/3520] lr: 5.000e-05, eta: 1:37:28, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7948, loss_cls: 1.8697, loss: 1.8697, grad_norm: 15.9830 2021-08-18 03:10:21,599 - mmaction - INFO - Epoch [48][840/3520] lr: 5.000e-05, eta: 1:37:16, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5375, top5_acc: 0.7896, loss_cls: 1.8399, loss: 1.8399, grad_norm: 15.6672 2021-08-18 03:10:33,159 - mmaction - INFO - Epoch [48][860/3520] lr: 5.000e-05, eta: 1:37:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.8010, loss_cls: 1.8709, loss: 1.8709, grad_norm: 15.6501 2021-08-18 03:10:44,722 - mmaction - INFO - Epoch [48][880/3520] lr: 5.000e-05, eta: 1:36:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7740, loss_cls: 2.0153, loss: 2.0153, grad_norm: 16.5189 2021-08-18 03:10:56,252 - mmaction - INFO - Epoch [48][900/3520] lr: 5.000e-05, eta: 1:36:40, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8125, loss_cls: 1.8457, loss: 1.8457, grad_norm: 16.3660 2021-08-18 03:11:07,953 - mmaction - INFO - Epoch [48][920/3520] lr: 5.000e-05, eta: 1:36:28, time: 0.584, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7615, loss_cls: 1.9262, loss: 1.9262, grad_norm: 16.0815 2021-08-18 03:11:19,552 - mmaction - INFO - Epoch [48][940/3520] lr: 5.000e-05, eta: 1:36:16, time: 0.581, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7937, loss_cls: 1.9200, loss: 1.9200, grad_norm: 16.5141 2021-08-18 03:11:31,155 - mmaction - INFO - Epoch [48][960/3520] lr: 5.000e-05, eta: 1:36:04, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7875, loss_cls: 1.9438, loss: 1.9438, grad_norm: 16.4665 2021-08-18 03:11:42,678 - mmaction - INFO - Epoch [48][980/3520] lr: 5.000e-05, eta: 1:35:52, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7823, loss_cls: 1.9379, loss: 1.9379, grad_norm: 16.1412 2021-08-18 03:11:54,236 - mmaction - INFO - Epoch [48][1000/3520] lr: 5.000e-05, eta: 1:35:40, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7771, loss_cls: 1.9403, loss: 1.9403, grad_norm: 15.7726 2021-08-18 03:12:05,760 - mmaction - INFO - Epoch [48][1020/3520] lr: 5.000e-05, eta: 1:35:28, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7573, loss_cls: 1.9670, loss: 1.9670, grad_norm: 16.2466 2021-08-18 03:12:17,414 - mmaction - INFO - Epoch [48][1040/3520] lr: 5.000e-05, eta: 1:35:15, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7896, loss_cls: 1.9204, loss: 1.9204, grad_norm: 16.1748 2021-08-18 03:12:28,963 - mmaction - INFO - Epoch [48][1060/3520] lr: 5.000e-05, eta: 1:35:03, time: 0.580, data_time: 0.004, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7896, loss_cls: 1.9117, loss: 1.9117, grad_norm: 16.3105 2021-08-18 03:12:40,475 - mmaction - INFO - Epoch [48][1080/3520] lr: 5.000e-05, eta: 1:34:51, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.8010, loss_cls: 1.8661, loss: 1.8661, grad_norm: 15.8076 2021-08-18 03:12:52,179 - mmaction - INFO - Epoch [48][1100/3520] lr: 5.000e-05, eta: 1:34:39, time: 0.585, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7573, loss_cls: 2.0184, loss: 2.0184, grad_norm: 16.0609 2021-08-18 03:13:03,771 - mmaction - INFO - Epoch [48][1120/3520] lr: 5.000e-05, eta: 1:34:27, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7708, loss_cls: 1.9445, loss: 1.9445, grad_norm: 16.3840 2021-08-18 03:13:15,275 - mmaction - INFO - Epoch [48][1140/3520] lr: 5.000e-05, eta: 1:34:15, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5219, top5_acc: 0.8073, loss_cls: 1.8496, loss: 1.8496, grad_norm: 16.1306 2021-08-18 03:13:26,792 - mmaction - INFO - Epoch [48][1160/3520] lr: 5.000e-05, eta: 1:34:03, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7844, loss_cls: 1.9209, loss: 1.9209, grad_norm: 16.2711 2021-08-18 03:13:38,353 - mmaction - INFO - Epoch [48][1180/3520] lr: 5.000e-05, eta: 1:33:51, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.8073, loss_cls: 1.8476, loss: 1.8476, grad_norm: 16.1393 2021-08-18 03:13:49,933 - mmaction - INFO - Epoch [48][1200/3520] lr: 5.000e-05, eta: 1:33:39, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7896, loss_cls: 1.9066, loss: 1.9066, grad_norm: 15.9554 2021-08-18 03:14:01,468 - mmaction - INFO - Epoch [48][1220/3520] lr: 5.000e-05, eta: 1:33:27, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7719, loss_cls: 2.0226, loss: 2.0226, grad_norm: 16.5800 2021-08-18 03:14:13,009 - mmaction - INFO - Epoch [48][1240/3520] lr: 5.000e-05, eta: 1:33:15, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5229, top5_acc: 0.7854, loss_cls: 1.9147, loss: 1.9147, grad_norm: 15.6538 2021-08-18 03:14:24,587 - mmaction - INFO - Epoch [48][1260/3520] lr: 5.000e-05, eta: 1:33:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7969, loss_cls: 1.8908, loss: 1.8908, grad_norm: 15.4174 2021-08-18 03:14:36,124 - mmaction - INFO - Epoch [48][1280/3520] lr: 5.000e-05, eta: 1:32:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7875, loss_cls: 1.9691, loss: 1.9691, grad_norm: 17.7735 2021-08-18 03:14:47,632 - mmaction - INFO - Epoch [48][1300/3520] lr: 5.000e-05, eta: 1:32:39, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7885, loss_cls: 1.9051, loss: 1.9051, grad_norm: 15.8785 2021-08-18 03:14:59,292 - mmaction - INFO - Epoch [48][1320/3520] lr: 5.000e-05, eta: 1:32:27, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7802, loss_cls: 1.8854, loss: 1.8854, grad_norm: 16.0154 2021-08-18 03:15:10,835 - mmaction - INFO - Epoch [48][1340/3520] lr: 5.000e-05, eta: 1:32:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7802, loss_cls: 1.8907, loss: 1.8907, grad_norm: 16.0511 2021-08-18 03:15:22,463 - mmaction - INFO - Epoch [48][1360/3520] lr: 5.000e-05, eta: 1:32:03, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7750, loss_cls: 1.9426, loss: 1.9426, grad_norm: 16.4744 2021-08-18 03:15:33,967 - mmaction - INFO - Epoch [48][1380/3520] lr: 5.000e-05, eta: 1:31:51, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7729, loss_cls: 1.9325, loss: 1.9325, grad_norm: 16.3483 2021-08-18 03:15:45,588 - mmaction - INFO - Epoch [48][1400/3520] lr: 5.000e-05, eta: 1:31:39, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7990, loss_cls: 1.9098, loss: 1.9098, grad_norm: 16.0409 2021-08-18 03:15:57,077 - mmaction - INFO - Epoch [48][1420/3520] lr: 5.000e-05, eta: 1:31:27, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7990, loss_cls: 1.8821, loss: 1.8821, grad_norm: 16.2901 2021-08-18 03:16:08,596 - mmaction - INFO - Epoch [48][1440/3520] lr: 5.000e-05, eta: 1:31:15, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7792, loss_cls: 1.9675, loss: 1.9675, grad_norm: 16.4666 2021-08-18 03:16:20,081 - mmaction - INFO - Epoch [48][1460/3520] lr: 5.000e-05, eta: 1:31:03, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7729, loss_cls: 1.9758, loss: 1.9758, grad_norm: 16.1315 2021-08-18 03:16:31,645 - mmaction - INFO - Epoch [48][1480/3520] lr: 5.000e-05, eta: 1:30:51, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4719, top5_acc: 0.7688, loss_cls: 1.9904, loss: 1.9904, grad_norm: 16.2615 2021-08-18 03:16:43,224 - mmaction - INFO - Epoch [48][1500/3520] lr: 5.000e-05, eta: 1:30:39, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5375, top5_acc: 0.8052, loss_cls: 1.8003, loss: 1.8003, grad_norm: 15.3981 2021-08-18 03:16:54,818 - mmaction - INFO - Epoch [48][1520/3520] lr: 5.000e-05, eta: 1:30:27, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7865, loss_cls: 1.9163, loss: 1.9163, grad_norm: 15.9196 2021-08-18 03:17:06,380 - mmaction - INFO - Epoch [48][1540/3520] lr: 5.000e-05, eta: 1:30:15, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.8010, loss_cls: 1.8638, loss: 1.8638, grad_norm: 16.0050 2021-08-18 03:17:17,972 - mmaction - INFO - Epoch [48][1560/3520] lr: 5.000e-05, eta: 1:30:03, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7917, loss_cls: 1.9008, loss: 1.9008, grad_norm: 16.3023 2021-08-18 03:17:29,489 - mmaction - INFO - Epoch [48][1580/3520] lr: 5.000e-05, eta: 1:29:51, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7927, loss_cls: 1.9094, loss: 1.9094, grad_norm: 15.9113 2021-08-18 03:17:41,058 - mmaction - INFO - Epoch [48][1600/3520] lr: 5.000e-05, eta: 1:29:39, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.8167, loss_cls: 1.8528, loss: 1.8528, grad_norm: 15.8074 2021-08-18 03:17:52,532 - mmaction - INFO - Epoch [48][1620/3520] lr: 5.000e-05, eta: 1:29:27, time: 0.575, data_time: 0.004, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7677, loss_cls: 2.0222, loss: 2.0222, grad_norm: 16.3181 2021-08-18 03:18:04,101 - mmaction - INFO - Epoch [48][1640/3520] lr: 5.000e-05, eta: 1:29:14, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.8031, loss_cls: 1.8905, loss: 1.8905, grad_norm: 15.9531 2021-08-18 03:18:15,613 - mmaction - INFO - Epoch [48][1660/3520] lr: 5.000e-05, eta: 1:29:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7844, loss_cls: 1.9724, loss: 1.9724, grad_norm: 16.7481 2021-08-18 03:18:27,195 - mmaction - INFO - Epoch [48][1680/3520] lr: 5.000e-05, eta: 1:28:50, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7990, loss_cls: 1.9144, loss: 1.9144, grad_norm: 16.6526 2021-08-18 03:18:38,679 - mmaction - INFO - Epoch [48][1700/3520] lr: 5.000e-05, eta: 1:28:38, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7802, loss_cls: 1.9719, loss: 1.9719, grad_norm: 16.5266 2021-08-18 03:18:50,279 - mmaction - INFO - Epoch [48][1720/3520] lr: 5.000e-05, eta: 1:28:26, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7833, loss_cls: 1.8954, loss: 1.8954, grad_norm: 16.0713 2021-08-18 03:19:01,802 - mmaction - INFO - Epoch [48][1740/3520] lr: 5.000e-05, eta: 1:28:14, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7740, loss_cls: 1.9751, loss: 1.9751, grad_norm: 16.5765 2021-08-18 03:19:13,290 - mmaction - INFO - Epoch [48][1760/3520] lr: 5.000e-05, eta: 1:28:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7729, loss_cls: 1.9691, loss: 1.9691, grad_norm: 16.0145 2021-08-18 03:19:24,806 - mmaction - INFO - Epoch [48][1780/3520] lr: 5.000e-05, eta: 1:27:50, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7865, loss_cls: 1.9407, loss: 1.9407, grad_norm: 16.6371 2021-08-18 03:19:36,314 - mmaction - INFO - Epoch [48][1800/3520] lr: 5.000e-05, eta: 1:27:38, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7792, loss_cls: 1.9215, loss: 1.9215, grad_norm: 16.0671 2021-08-18 03:19:47,856 - mmaction - INFO - Epoch [48][1820/3520] lr: 5.000e-05, eta: 1:27:26, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.8031, loss_cls: 1.8733, loss: 1.8733, grad_norm: 15.8411 2021-08-18 03:19:59,393 - mmaction - INFO - Epoch [48][1840/3520] lr: 5.000e-05, eta: 1:27:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7917, loss_cls: 1.8677, loss: 1.8677, grad_norm: 16.3458 2021-08-18 03:20:10,864 - mmaction - INFO - Epoch [48][1860/3520] lr: 5.000e-05, eta: 1:27:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7760, loss_cls: 1.9424, loss: 1.9424, grad_norm: 16.1815 2021-08-18 03:20:22,380 - mmaction - INFO - Epoch [48][1880/3520] lr: 5.000e-05, eta: 1:26:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8073, loss_cls: 1.8699, loss: 1.8699, grad_norm: 16.0565 2021-08-18 03:20:34,011 - mmaction - INFO - Epoch [48][1900/3520] lr: 5.000e-05, eta: 1:26:38, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.5312, top5_acc: 0.7958, loss_cls: 1.8380, loss: 1.8380, grad_norm: 15.6653 2021-08-18 03:20:45,557 - mmaction - INFO - Epoch [48][1920/3520] lr: 5.000e-05, eta: 1:26:26, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7927, loss_cls: 1.9615, loss: 1.9615, grad_norm: 16.3827 2021-08-18 03:20:57,097 - mmaction - INFO - Epoch [48][1940/3520] lr: 5.000e-05, eta: 1:26:14, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 1.9151, loss: 1.9151, grad_norm: 16.0995 2021-08-18 03:21:08,624 - mmaction - INFO - Epoch [48][1960/3520] lr: 5.000e-05, eta: 1:26:02, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7896, loss_cls: 1.9458, loss: 1.9458, grad_norm: 16.5087 2021-08-18 03:21:20,150 - mmaction - INFO - Epoch [48][1980/3520] lr: 5.000e-05, eta: 1:25:50, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7646, loss_cls: 1.9838, loss: 1.9838, grad_norm: 17.0611 2021-08-18 03:21:31,730 - mmaction - INFO - Epoch [48][2000/3520] lr: 5.000e-05, eta: 1:25:38, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7917, loss_cls: 1.9216, loss: 1.9216, grad_norm: 15.9781 2021-08-18 03:21:43,360 - mmaction - INFO - Epoch [48][2020/3520] lr: 5.000e-05, eta: 1:25:26, time: 0.583, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8000, loss_cls: 1.8602, loss: 1.8602, grad_norm: 15.7038 2021-08-18 03:21:54,871 - mmaction - INFO - Epoch [48][2040/3520] lr: 5.000e-05, eta: 1:25:14, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7865, loss_cls: 1.9352, loss: 1.9352, grad_norm: 16.2093 2021-08-18 03:22:06,391 - mmaction - INFO - Epoch [48][2060/3520] lr: 5.000e-05, eta: 1:25:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7917, loss_cls: 1.9136, loss: 1.9136, grad_norm: 16.4612 2021-08-18 03:22:17,912 - mmaction - INFO - Epoch [48][2080/3520] lr: 5.000e-05, eta: 1:24:50, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5417, top5_acc: 0.7927, loss_cls: 1.8681, loss: 1.8681, grad_norm: 16.1547 2021-08-18 03:22:29,369 - mmaction - INFO - Epoch [48][2100/3520] lr: 5.000e-05, eta: 1:24:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7760, loss_cls: 1.9190, loss: 1.9190, grad_norm: 16.7494 2021-08-18 03:22:40,862 - mmaction - INFO - Epoch [48][2120/3520] lr: 5.000e-05, eta: 1:24:26, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7698, loss_cls: 1.9363, loss: 1.9363, grad_norm: 16.1617 2021-08-18 03:22:52,371 - mmaction - INFO - Epoch [48][2140/3520] lr: 5.000e-05, eta: 1:24:14, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9086, loss: 1.9086, grad_norm: 16.5636 2021-08-18 03:23:03,868 - mmaction - INFO - Epoch [48][2160/3520] lr: 5.000e-05, eta: 1:24:02, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7635, loss_cls: 2.0103, loss: 2.0103, grad_norm: 16.0446 2021-08-18 03:23:15,389 - mmaction - INFO - Epoch [48][2180/3520] lr: 5.000e-05, eta: 1:23:50, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7781, loss_cls: 1.9327, loss: 1.9327, grad_norm: 16.9309 2021-08-18 03:23:26,884 - mmaction - INFO - Epoch [48][2200/3520] lr: 5.000e-05, eta: 1:23:38, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5229, top5_acc: 0.7906, loss_cls: 1.8977, loss: 1.8977, grad_norm: 16.1556 2021-08-18 03:23:38,329 - mmaction - INFO - Epoch [48][2220/3520] lr: 5.000e-05, eta: 1:23:26, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7792, loss_cls: 1.9286, loss: 1.9286, grad_norm: 16.1346 2021-08-18 03:23:49,858 - mmaction - INFO - Epoch [48][2240/3520] lr: 5.000e-05, eta: 1:23:14, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8010, loss_cls: 1.8624, loss: 1.8624, grad_norm: 15.4861 2021-08-18 03:24:01,385 - mmaction - INFO - Epoch [48][2260/3520] lr: 5.000e-05, eta: 1:23:02, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7927, loss_cls: 1.9139, loss: 1.9139, grad_norm: 16.2214 2021-08-18 03:24:12,965 - mmaction - INFO - Epoch [48][2280/3520] lr: 5.000e-05, eta: 1:22:50, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7854, loss_cls: 1.9108, loss: 1.9108, grad_norm: 16.2820 2021-08-18 03:24:24,475 - mmaction - INFO - Epoch [48][2300/3520] lr: 5.000e-05, eta: 1:22:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7844, loss_cls: 1.9498, loss: 1.9498, grad_norm: 16.4911 2021-08-18 03:24:35,963 - mmaction - INFO - Epoch [48][2320/3520] lr: 5.000e-05, eta: 1:22:25, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4583, top5_acc: 0.7656, loss_cls: 2.0425, loss: 2.0425, grad_norm: 16.8285 2021-08-18 03:24:47,501 - mmaction - INFO - Epoch [48][2340/3520] lr: 5.000e-05, eta: 1:22:13, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7708, loss_cls: 1.9135, loss: 1.9135, grad_norm: 16.2201 2021-08-18 03:24:59,003 - mmaction - INFO - Epoch [48][2360/3520] lr: 5.000e-05, eta: 1:22:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.8021, loss_cls: 1.9165, loss: 1.9165, grad_norm: 16.2432 2021-08-18 03:25:10,483 - mmaction - INFO - Epoch [48][2380/3520] lr: 5.000e-05, eta: 1:21:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7990, loss_cls: 1.8873, loss: 1.8873, grad_norm: 15.8426 2021-08-18 03:25:22,151 - mmaction - INFO - Epoch [48][2400/3520] lr: 5.000e-05, eta: 1:21:37, time: 0.582, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.8010, loss_cls: 1.8757, loss: 1.8757, grad_norm: 16.1077 2021-08-18 03:25:33,641 - mmaction - INFO - Epoch [48][2420/3520] lr: 5.000e-05, eta: 1:21:25, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7781, loss_cls: 1.9664, loss: 1.9664, grad_norm: 16.4892 2021-08-18 03:25:45,105 - mmaction - INFO - Epoch [48][2440/3520] lr: 5.000e-05, eta: 1:21:13, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7937, loss_cls: 1.9272, loss: 1.9272, grad_norm: 16.0388 2021-08-18 03:25:56,592 - mmaction - INFO - Epoch [48][2460/3520] lr: 5.000e-05, eta: 1:21:01, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7844, loss_cls: 1.9593, loss: 1.9593, grad_norm: 16.5598 2021-08-18 03:26:08,073 - mmaction - INFO - Epoch [48][2480/3520] lr: 5.000e-05, eta: 1:20:49, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4688, top5_acc: 0.7906, loss_cls: 1.9350, loss: 1.9350, grad_norm: 16.2544 2021-08-18 03:26:19,539 - mmaction - INFO - Epoch [48][2500/3520] lr: 5.000e-05, eta: 1:20:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7865, loss_cls: 1.8616, loss: 1.8616, grad_norm: 16.0089 2021-08-18 03:26:31,020 - mmaction - INFO - Epoch [48][2520/3520] lr: 5.000e-05, eta: 1:20:25, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7760, loss_cls: 1.9222, loss: 1.9222, grad_norm: 16.0819 2021-08-18 03:26:42,479 - mmaction - INFO - Epoch [48][2540/3520] lr: 5.000e-05, eta: 1:20:13, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9431, loss: 1.9431, grad_norm: 16.1219 2021-08-18 03:26:53,983 - mmaction - INFO - Epoch [48][2560/3520] lr: 5.000e-05, eta: 1:20:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7969, loss_cls: 1.9111, loss: 1.9111, grad_norm: 16.3204 2021-08-18 03:27:05,498 - mmaction - INFO - Epoch [48][2580/3520] lr: 5.000e-05, eta: 1:19:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7885, loss_cls: 1.9303, loss: 1.9303, grad_norm: 16.6480 2021-08-18 03:27:17,003 - mmaction - INFO - Epoch [48][2600/3520] lr: 5.000e-05, eta: 1:19:37, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7625, loss_cls: 2.0221, loss: 2.0221, grad_norm: 16.4060 2021-08-18 03:27:28,471 - mmaction - INFO - Epoch [48][2620/3520] lr: 5.000e-05, eta: 1:19:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5333, top5_acc: 0.7917, loss_cls: 1.8577, loss: 1.8577, grad_norm: 15.4584 2021-08-18 03:27:39,944 - mmaction - INFO - Epoch [48][2640/3520] lr: 5.000e-05, eta: 1:19:13, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7865, loss_cls: 1.9644, loss: 1.9644, grad_norm: 15.9783 2021-08-18 03:27:51,383 - mmaction - INFO - Epoch [48][2660/3520] lr: 5.000e-05, eta: 1:19:01, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4708, top5_acc: 0.7573, loss_cls: 2.0849, loss: 2.0849, grad_norm: 16.4612 2021-08-18 03:28:02,891 - mmaction - INFO - Epoch [48][2680/3520] lr: 5.000e-05, eta: 1:18:49, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7865, loss_cls: 1.9098, loss: 1.9098, grad_norm: 16.1836 2021-08-18 03:28:14,408 - mmaction - INFO - Epoch [48][2700/3520] lr: 5.000e-05, eta: 1:18:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7958, loss_cls: 1.9063, loss: 1.9063, grad_norm: 16.1921 2021-08-18 03:28:25,894 - mmaction - INFO - Epoch [48][2720/3520] lr: 5.000e-05, eta: 1:18:25, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7802, loss_cls: 1.9190, loss: 1.9190, grad_norm: 16.0085 2021-08-18 03:28:37,369 - mmaction - INFO - Epoch [48][2740/3520] lr: 5.000e-05, eta: 1:18:13, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5240, top5_acc: 0.7906, loss_cls: 1.8816, loss: 1.8816, grad_norm: 15.6459 2021-08-18 03:28:48,856 - mmaction - INFO - Epoch [48][2760/3520] lr: 5.000e-05, eta: 1:18:01, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7833, loss_cls: 1.9492, loss: 1.9492, grad_norm: 16.6936 2021-08-18 03:29:00,384 - mmaction - INFO - Epoch [48][2780/3520] lr: 5.000e-05, eta: 1:17:49, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7833, loss_cls: 1.9249, loss: 1.9249, grad_norm: 16.1696 2021-08-18 03:29:11,938 - mmaction - INFO - Epoch [48][2800/3520] lr: 5.000e-05, eta: 1:17:37, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7823, loss_cls: 1.9349, loss: 1.9349, grad_norm: 16.3749 2021-08-18 03:29:23,367 - mmaction - INFO - Epoch [48][2820/3520] lr: 5.000e-05, eta: 1:17:25, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.8042, loss_cls: 1.8890, loss: 1.8890, grad_norm: 16.3806 2021-08-18 03:29:34,843 - mmaction - INFO - Epoch [48][2840/3520] lr: 5.000e-05, eta: 1:17:13, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7979, loss_cls: 1.8764, loss: 1.8764, grad_norm: 15.9545 2021-08-18 03:29:46,297 - mmaction - INFO - Epoch [48][2860/3520] lr: 5.000e-05, eta: 1:17:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.8167, loss: 1.8167, grad_norm: 16.0835 2021-08-18 03:29:57,784 - mmaction - INFO - Epoch [48][2880/3520] lr: 5.000e-05, eta: 1:16:49, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7927, loss_cls: 1.9003, loss: 1.9003, grad_norm: 16.8924 2021-08-18 03:30:09,309 - mmaction - INFO - Epoch [48][2900/3520] lr: 5.000e-05, eta: 1:16:37, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5375, top5_acc: 0.8042, loss_cls: 1.8126, loss: 1.8126, grad_norm: 15.4528 2021-08-18 03:30:20,813 - mmaction - INFO - Epoch [48][2920/3520] lr: 5.000e-05, eta: 1:16:25, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5396, top5_acc: 0.8177, loss_cls: 1.8170, loss: 1.8170, grad_norm: 15.9672 2021-08-18 03:30:32,281 - mmaction - INFO - Epoch [48][2940/3520] lr: 5.000e-05, eta: 1:16:13, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7781, loss_cls: 1.9634, loss: 1.9634, grad_norm: 16.8034 2021-08-18 03:30:43,806 - mmaction - INFO - Epoch [48][2960/3520] lr: 5.000e-05, eta: 1:16:01, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5229, top5_acc: 0.7979, loss_cls: 1.8630, loss: 1.8630, grad_norm: 16.1899 2021-08-18 03:30:55,294 - mmaction - INFO - Epoch [48][2980/3520] lr: 5.000e-05, eta: 1:15:49, time: 0.574, data_time: 0.001, memory: 8335, top1_acc: 0.5333, top5_acc: 0.7927, loss_cls: 1.8410, loss: 1.8410, grad_norm: 15.9363 2021-08-18 03:31:06,797 - mmaction - INFO - Epoch [48][3000/3520] lr: 5.000e-05, eta: 1:15:37, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.8073, loss_cls: 1.8625, loss: 1.8625, grad_norm: 16.0834 2021-08-18 03:31:18,323 - mmaction - INFO - Epoch [48][3020/3520] lr: 5.000e-05, eta: 1:15:25, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.8063, loss_cls: 1.8820, loss: 1.8820, grad_norm: 16.2715 2021-08-18 03:31:29,787 - mmaction - INFO - Epoch [48][3040/3520] lr: 5.000e-05, eta: 1:15:12, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7885, loss_cls: 1.9238, loss: 1.9238, grad_norm: 15.9767 2021-08-18 03:31:41,311 - mmaction - INFO - Epoch [48][3060/3520] lr: 5.000e-05, eta: 1:15:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.8000, loss_cls: 1.9045, loss: 1.9045, grad_norm: 15.9357 2021-08-18 03:31:52,830 - mmaction - INFO - Epoch [48][3080/3520] lr: 5.000e-05, eta: 1:14:48, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7844, loss_cls: 1.9754, loss: 1.9754, grad_norm: 16.5274 2021-08-18 03:32:04,339 - mmaction - INFO - Epoch [48][3100/3520] lr: 5.000e-05, eta: 1:14:36, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7698, loss_cls: 2.0448, loss: 2.0448, grad_norm: 17.2016 2021-08-18 03:32:15,872 - mmaction - INFO - Epoch [48][3120/3520] lr: 5.000e-05, eta: 1:14:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7885, loss_cls: 1.9004, loss: 1.9004, grad_norm: 16.0889 2021-08-18 03:32:27,341 - mmaction - INFO - Epoch [48][3140/3520] lr: 5.000e-05, eta: 1:14:12, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7937, loss_cls: 1.8799, loss: 1.8799, grad_norm: 16.0148 2021-08-18 03:32:38,819 - mmaction - INFO - Epoch [48][3160/3520] lr: 5.000e-05, eta: 1:14:00, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7854, loss_cls: 1.8897, loss: 1.8897, grad_norm: 16.0463 2021-08-18 03:32:50,335 - mmaction - INFO - Epoch [48][3180/3520] lr: 5.000e-05, eta: 1:13:48, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.8031, loss_cls: 1.8938, loss: 1.8938, grad_norm: 16.6758 2021-08-18 03:33:01,857 - mmaction - INFO - Epoch [48][3200/3520] lr: 5.000e-05, eta: 1:13:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5344, top5_acc: 0.8156, loss_cls: 1.8424, loss: 1.8424, grad_norm: 16.0512 2021-08-18 03:33:13,333 - mmaction - INFO - Epoch [48][3220/3520] lr: 5.000e-05, eta: 1:13:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7771, loss_cls: 1.9842, loss: 1.9842, grad_norm: 16.6509 2021-08-18 03:33:24,827 - mmaction - INFO - Epoch [48][3240/3520] lr: 5.000e-05, eta: 1:13:12, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.8146, loss_cls: 1.8747, loss: 1.8747, grad_norm: 16.1669 2021-08-18 03:33:36,250 - mmaction - INFO - Epoch [48][3260/3520] lr: 5.000e-05, eta: 1:13:00, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7771, loss_cls: 1.9784, loss: 1.9784, grad_norm: 16.8917 2021-08-18 03:33:47,709 - mmaction - INFO - Epoch [48][3280/3520] lr: 5.000e-05, eta: 1:12:48, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7844, loss_cls: 1.9619, loss: 1.9619, grad_norm: 16.4595 2021-08-18 03:33:59,213 - mmaction - INFO - Epoch [48][3300/3520] lr: 5.000e-05, eta: 1:12:36, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7906, loss_cls: 1.8908, loss: 1.8908, grad_norm: 15.7199 2021-08-18 03:34:10,703 - mmaction - INFO - Epoch [48][3320/3520] lr: 5.000e-05, eta: 1:12:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7885, loss_cls: 1.9349, loss: 1.9349, grad_norm: 16.0776 2021-08-18 03:34:22,152 - mmaction - INFO - Epoch [48][3340/3520] lr: 5.000e-05, eta: 1:12:12, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7969, loss_cls: 1.9162, loss: 1.9162, grad_norm: 16.1841 2021-08-18 03:34:33,677 - mmaction - INFO - Epoch [48][3360/3520] lr: 5.000e-05, eta: 1:12:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7979, loss_cls: 1.8805, loss: 1.8805, grad_norm: 16.1910 2021-08-18 03:34:45,203 - mmaction - INFO - Epoch [48][3380/3520] lr: 5.000e-05, eta: 1:11:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7760, loss_cls: 1.9107, loss: 1.9107, grad_norm: 16.4039 2021-08-18 03:34:56,726 - mmaction - INFO - Epoch [48][3400/3520] lr: 5.000e-05, eta: 1:11:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.8736, loss: 1.8736, grad_norm: 16.8692 2021-08-18 03:35:08,193 - mmaction - INFO - Epoch [48][3420/3520] lr: 5.000e-05, eta: 1:11:24, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7781, loss_cls: 1.9490, loss: 1.9490, grad_norm: 16.8011 2021-08-18 03:35:19,667 - mmaction - INFO - Epoch [48][3440/3520] lr: 5.000e-05, eta: 1:11:12, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7958, loss_cls: 1.9445, loss: 1.9445, grad_norm: 16.4170 2021-08-18 03:35:31,169 - mmaction - INFO - Epoch [48][3460/3520] lr: 5.000e-05, eta: 1:11:00, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5406, top5_acc: 0.7885, loss_cls: 1.8949, loss: 1.8949, grad_norm: 16.4820 2021-08-18 03:35:42,653 - mmaction - INFO - Epoch [48][3480/3520] lr: 5.000e-05, eta: 1:10:48, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7792, loss_cls: 1.8967, loss: 1.8967, grad_norm: 16.3926 2021-08-18 03:35:54,130 - mmaction - INFO - Epoch [48][3500/3520] lr: 5.000e-05, eta: 1:10:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7781, loss_cls: 1.9419, loss: 1.9419, grad_norm: 16.1770 2021-08-18 03:36:05,339 - mmaction - INFO - Epoch [48][3520/3520] lr: 5.000e-05, eta: 1:10:24, time: 0.560, data_time: 0.002, memory: 8335, top1_acc: 0.5065, top5_acc: 0.7924, loss_cls: 1.9020, loss: 1.9020, grad_norm: 16.5636 2021-08-18 03:39:42,054 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 03:39:42,534 - mmaction - INFO - top1_acc 0.2583 top5_acc 0.5494 2021-08-18 03:39:42,534 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 03:39:42,590 - mmaction - INFO - mean_acc 0.1976 2021-08-18 03:39:42,597 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-08-18 03:39:43,578 - mmaction - INFO - Epoch(val) [48][259] top1_acc: 0.2583, top5_acc: 0.5494, mean_class_accuracy: 0.1976 2021-08-18 03:41:04,402 - mmaction - INFO - Epoch [49][20/3520] lr: 5.000e-05, eta: 1:10:15, time: 4.038, data_time: 3.419, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7792, loss_cls: 1.9703, loss: 1.9703, grad_norm: 16.3493 2021-08-18 03:41:15,867 - mmaction - INFO - Epoch [49][40/3520] lr: 5.000e-05, eta: 1:10:03, time: 0.574, data_time: 0.006, memory: 8335, top1_acc: 0.5021, top5_acc: 0.8042, loss_cls: 1.8646, loss: 1.8646, grad_norm: 16.2413 2021-08-18 03:41:27,372 - mmaction - INFO - Epoch [49][60/3520] lr: 5.000e-05, eta: 1:09:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7948, loss_cls: 1.8789, loss: 1.8789, grad_norm: 15.7615 2021-08-18 03:41:38,835 - mmaction - INFO - Epoch [49][80/3520] lr: 5.000e-05, eta: 1:09:39, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8115, loss_cls: 1.8061, loss: 1.8061, grad_norm: 15.3252 2021-08-18 03:41:50,331 - mmaction - INFO - Epoch [49][100/3520] lr: 5.000e-05, eta: 1:09:27, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5406, top5_acc: 0.8135, loss_cls: 1.7780, loss: 1.7780, grad_norm: 15.9055 2021-08-18 03:42:01,823 - mmaction - INFO - Epoch [49][120/3520] lr: 5.000e-05, eta: 1:09:15, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7906, loss_cls: 1.9478, loss: 1.9478, grad_norm: 16.3874 2021-08-18 03:42:13,285 - mmaction - INFO - Epoch [49][140/3520] lr: 5.000e-05, eta: 1:09:03, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 1.9189, loss: 1.9189, grad_norm: 16.9614 2021-08-18 03:42:24,837 - mmaction - INFO - Epoch [49][160/3520] lr: 5.000e-05, eta: 1:08:51, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7927, loss_cls: 1.8599, loss: 1.8599, grad_norm: 16.3248 2021-08-18 03:42:36,310 - mmaction - INFO - Epoch [49][180/3520] lr: 5.000e-05, eta: 1:08:39, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7667, loss_cls: 1.9463, loss: 1.9463, grad_norm: 16.4193 2021-08-18 03:42:47,907 - mmaction - INFO - Epoch [49][200/3520] lr: 5.000e-05, eta: 1:08:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7885, loss_cls: 1.9110, loss: 1.9110, grad_norm: 16.5762 2021-08-18 03:42:59,380 - mmaction - INFO - Epoch [49][220/3520] lr: 5.000e-05, eta: 1:08:14, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5229, top5_acc: 0.8083, loss_cls: 1.8250, loss: 1.8250, grad_norm: 16.3400 2021-08-18 03:43:10,882 - mmaction - INFO - Epoch [49][240/3520] lr: 5.000e-05, eta: 1:08:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7990, loss_cls: 1.9518, loss: 1.9518, grad_norm: 16.7972 2021-08-18 03:43:22,349 - mmaction - INFO - Epoch [49][260/3520] lr: 5.000e-05, eta: 1:07:50, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7906, loss_cls: 1.9070, loss: 1.9070, grad_norm: 16.2304 2021-08-18 03:43:33,898 - mmaction - INFO - Epoch [49][280/3520] lr: 5.000e-05, eta: 1:07:38, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7865, loss_cls: 1.9770, loss: 1.9770, grad_norm: 16.4687 2021-08-18 03:43:45,389 - mmaction - INFO - Epoch [49][300/3520] lr: 5.000e-05, eta: 1:07:26, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7896, loss_cls: 1.9007, loss: 1.9007, grad_norm: 16.0338 2021-08-18 03:43:56,849 - mmaction - INFO - Epoch [49][320/3520] lr: 5.000e-05, eta: 1:07:14, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.8083, loss_cls: 1.8189, loss: 1.8189, grad_norm: 15.6989 2021-08-18 03:44:08,331 - mmaction - INFO - Epoch [49][340/3520] lr: 5.000e-05, eta: 1:07:02, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7990, loss_cls: 1.8751, loss: 1.8751, grad_norm: 16.0425 2021-08-18 03:44:19,865 - mmaction - INFO - Epoch [49][360/3520] lr: 5.000e-05, eta: 1:06:50, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7781, loss_cls: 1.9638, loss: 1.9638, grad_norm: 16.1599 2021-08-18 03:44:31,392 - mmaction - INFO - Epoch [49][380/3520] lr: 5.000e-05, eta: 1:06:38, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7833, loss_cls: 1.9184, loss: 1.9184, grad_norm: 16.3335 2021-08-18 03:44:42,865 - mmaction - INFO - Epoch [49][400/3520] lr: 5.000e-05, eta: 1:06:26, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7896, loss_cls: 1.9244, loss: 1.9244, grad_norm: 16.0654 2021-08-18 03:44:54,328 - mmaction - INFO - Epoch [49][420/3520] lr: 5.000e-05, eta: 1:06:14, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7958, loss_cls: 1.9511, loss: 1.9511, grad_norm: 16.7237 2021-08-18 03:45:05,867 - mmaction - INFO - Epoch [49][440/3520] lr: 5.000e-05, eta: 1:06:02, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7875, loss_cls: 1.8974, loss: 1.8974, grad_norm: 15.9148 2021-08-18 03:45:17,351 - mmaction - INFO - Epoch [49][460/3520] lr: 5.000e-05, eta: 1:05:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7885, loss_cls: 1.9317, loss: 1.9317, grad_norm: 15.9148 2021-08-18 03:45:28,858 - mmaction - INFO - Epoch [49][480/3520] lr: 5.000e-05, eta: 1:05:38, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7854, loss_cls: 1.9172, loss: 1.9172, grad_norm: 16.1758 2021-08-18 03:45:40,388 - mmaction - INFO - Epoch [49][500/3520] lr: 5.000e-05, eta: 1:05:26, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7865, loss_cls: 1.9414, loss: 1.9414, grad_norm: 16.5330 2021-08-18 03:45:51,831 - mmaction - INFO - Epoch [49][520/3520] lr: 5.000e-05, eta: 1:05:14, time: 0.571, data_time: 0.001, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7854, loss_cls: 1.9235, loss: 1.9235, grad_norm: 16.6469 2021-08-18 03:46:03,367 - mmaction - INFO - Epoch [49][540/3520] lr: 5.000e-05, eta: 1:05:02, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7979, loss_cls: 1.8341, loss: 1.8341, grad_norm: 15.8408 2021-08-18 03:46:14,846 - mmaction - INFO - Epoch [49][560/3520] lr: 5.000e-05, eta: 1:04:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7896, loss_cls: 1.8934, loss: 1.8934, grad_norm: 15.9120 2021-08-18 03:46:26,324 - mmaction - INFO - Epoch [49][580/3520] lr: 5.000e-05, eta: 1:04:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7781, loss_cls: 1.9451, loss: 1.9451, grad_norm: 16.7924 2021-08-18 03:46:37,835 - mmaction - INFO - Epoch [49][600/3520] lr: 5.000e-05, eta: 1:04:26, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7729, loss_cls: 1.9321, loss: 1.9321, grad_norm: 16.2161 2021-08-18 03:46:49,279 - mmaction - INFO - Epoch [49][620/3520] lr: 5.000e-05, eta: 1:04:14, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.8187, loss_cls: 1.8457, loss: 1.8457, grad_norm: 15.9489 2021-08-18 03:47:00,764 - mmaction - INFO - Epoch [49][640/3520] lr: 5.000e-05, eta: 1:04:02, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.8010, loss_cls: 1.8718, loss: 1.8718, grad_norm: 15.8465 2021-08-18 03:47:12,201 - mmaction - INFO - Epoch [49][660/3520] lr: 5.000e-05, eta: 1:03:50, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7635, loss_cls: 1.9727, loss: 1.9727, grad_norm: 15.8272 2021-08-18 03:47:23,700 - mmaction - INFO - Epoch [49][680/3520] lr: 5.000e-05, eta: 1:03:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.8052, loss_cls: 1.8444, loss: 1.8444, grad_norm: 16.1682 2021-08-18 03:47:35,171 - mmaction - INFO - Epoch [49][700/3520] lr: 5.000e-05, eta: 1:03:26, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7896, loss_cls: 1.9057, loss: 1.9057, grad_norm: 16.5799 2021-08-18 03:47:46,645 - mmaction - INFO - Epoch [49][720/3520] lr: 5.000e-05, eta: 1:03:14, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7937, loss_cls: 1.9326, loss: 1.9326, grad_norm: 16.3890 2021-08-18 03:47:58,081 - mmaction - INFO - Epoch [49][740/3520] lr: 5.000e-05, eta: 1:03:02, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7719, loss_cls: 1.9508, loss: 1.9508, grad_norm: 16.5714 2021-08-18 03:48:09,579 - mmaction - INFO - Epoch [49][760/3520] lr: 5.000e-05, eta: 1:02:50, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7958, loss_cls: 1.8855, loss: 1.8855, grad_norm: 16.0752 2021-08-18 03:48:21,141 - mmaction - INFO - Epoch [49][780/3520] lr: 5.000e-05, eta: 1:02:38, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5417, top5_acc: 0.7948, loss_cls: 1.8261, loss: 1.8261, grad_norm: 15.8758 2021-08-18 03:48:32,641 - mmaction - INFO - Epoch [49][800/3520] lr: 5.000e-05, eta: 1:02:26, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5312, top5_acc: 0.8083, loss_cls: 1.8264, loss: 1.8264, grad_norm: 16.2314 2021-08-18 03:48:44,087 - mmaction - INFO - Epoch [49][820/3520] lr: 5.000e-05, eta: 1:02:14, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9697, loss: 1.9697, grad_norm: 16.5847 2021-08-18 03:48:55,629 - mmaction - INFO - Epoch [49][840/3520] lr: 5.000e-05, eta: 1:02:02, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7969, loss_cls: 1.8644, loss: 1.8644, grad_norm: 16.1079 2021-08-18 03:49:07,125 - mmaction - INFO - Epoch [49][860/3520] lr: 5.000e-05, eta: 1:01:50, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.5333, top5_acc: 0.7990, loss_cls: 1.8881, loss: 1.8881, grad_norm: 16.3029 2021-08-18 03:49:18,628 - mmaction - INFO - Epoch [49][880/3520] lr: 5.000e-05, eta: 1:01:38, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7646, loss_cls: 1.9888, loss: 1.9888, grad_norm: 16.7033 2021-08-18 03:49:30,180 - mmaction - INFO - Epoch [49][900/3520] lr: 5.000e-05, eta: 1:01:26, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 1.9235, loss: 1.9235, grad_norm: 16.4633 2021-08-18 03:49:41,659 - mmaction - INFO - Epoch [49][920/3520] lr: 5.000e-05, eta: 1:01:13, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7906, loss_cls: 1.8540, loss: 1.8540, grad_norm: 15.7447 2021-08-18 03:49:53,119 - mmaction - INFO - Epoch [49][940/3520] lr: 5.000e-05, eta: 1:01:01, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7937, loss_cls: 1.9257, loss: 1.9257, grad_norm: 16.4007 2021-08-18 03:50:04,671 - mmaction - INFO - Epoch [49][960/3520] lr: 5.000e-05, eta: 1:00:49, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7823, loss_cls: 1.9442, loss: 1.9442, grad_norm: 16.2631 2021-08-18 03:50:16,176 - mmaction - INFO - Epoch [49][980/3520] lr: 5.000e-05, eta: 1:00:37, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7854, loss_cls: 1.9160, loss: 1.9160, grad_norm: 16.3939 2021-08-18 03:50:27,658 - mmaction - INFO - Epoch [49][1000/3520] lr: 5.000e-05, eta: 1:00:25, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7802, loss_cls: 1.9980, loss: 1.9980, grad_norm: 16.9899 2021-08-18 03:50:39,155 - mmaction - INFO - Epoch [49][1020/3520] lr: 5.000e-05, eta: 1:00:13, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7792, loss_cls: 1.9972, loss: 1.9972, grad_norm: 16.7885 2021-08-18 03:50:50,643 - mmaction - INFO - Epoch [49][1040/3520] lr: 5.000e-05, eta: 1:00:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7979, loss_cls: 1.9130, loss: 1.9130, grad_norm: 16.3676 2021-08-18 03:51:02,092 - mmaction - INFO - Epoch [49][1060/3520] lr: 5.000e-05, eta: 0:59:49, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7771, loss_cls: 1.9672, loss: 1.9672, grad_norm: 16.5768 2021-08-18 03:51:13,575 - mmaction - INFO - Epoch [49][1080/3520] lr: 5.000e-05, eta: 0:59:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7948, loss_cls: 1.8641, loss: 1.8641, grad_norm: 16.3862 2021-08-18 03:51:25,005 - mmaction - INFO - Epoch [49][1100/3520] lr: 5.000e-05, eta: 0:59:25, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7823, loss_cls: 1.9049, loss: 1.9049, grad_norm: 15.6207 2021-08-18 03:51:36,480 - mmaction - INFO - Epoch [49][1120/3520] lr: 5.000e-05, eta: 0:59:13, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.8964, loss: 1.8964, grad_norm: 16.6533 2021-08-18 03:51:47,959 - mmaction - INFO - Epoch [49][1140/3520] lr: 5.000e-05, eta: 0:59:01, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7792, loss_cls: 1.9578, loss: 1.9578, grad_norm: 15.9943 2021-08-18 03:51:59,435 - mmaction - INFO - Epoch [49][1160/3520] lr: 5.000e-05, eta: 0:58:49, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7760, loss_cls: 1.9559, loss: 1.9559, grad_norm: 16.9845 2021-08-18 03:52:10,957 - mmaction - INFO - Epoch [49][1180/3520] lr: 5.000e-05, eta: 0:58:37, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7771, loss_cls: 1.9147, loss: 1.9147, grad_norm: 16.4885 2021-08-18 03:52:22,404 - mmaction - INFO - Epoch [49][1200/3520] lr: 5.000e-05, eta: 0:58:25, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7812, loss_cls: 1.9042, loss: 1.9042, grad_norm: 17.0167 2021-08-18 03:52:33,890 - mmaction - INFO - Epoch [49][1220/3520] lr: 5.000e-05, eta: 0:58:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7802, loss_cls: 1.9196, loss: 1.9196, grad_norm: 16.0265 2021-08-18 03:52:45,492 - mmaction - INFO - Epoch [49][1240/3520] lr: 5.000e-05, eta: 0:58:01, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7969, loss_cls: 1.8827, loss: 1.8827, grad_norm: 16.5452 2021-08-18 03:52:56,936 - mmaction - INFO - Epoch [49][1260/3520] lr: 5.000e-05, eta: 0:57:49, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7729, loss_cls: 1.9463, loss: 1.9463, grad_norm: 16.3246 2021-08-18 03:53:08,431 - mmaction - INFO - Epoch [49][1280/3520] lr: 5.000e-05, eta: 0:57:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7906, loss_cls: 1.8754, loss: 1.8754, grad_norm: 16.3179 2021-08-18 03:53:19,840 - mmaction - INFO - Epoch [49][1300/3520] lr: 5.000e-05, eta: 0:57:25, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7865, loss_cls: 1.8727, loss: 1.8727, grad_norm: 16.1537 2021-08-18 03:53:31,343 - mmaction - INFO - Epoch [49][1320/3520] lr: 5.000e-05, eta: 0:57:13, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7896, loss_cls: 1.8625, loss: 1.8625, grad_norm: 15.9477 2021-08-18 03:53:42,801 - mmaction - INFO - Epoch [49][1340/3520] lr: 5.000e-05, eta: 0:57:01, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7927, loss_cls: 1.8693, loss: 1.8693, grad_norm: 15.7833 2021-08-18 03:53:54,327 - mmaction - INFO - Epoch [49][1360/3520] lr: 5.000e-05, eta: 0:56:49, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7937, loss_cls: 1.9034, loss: 1.9034, grad_norm: 16.6144 2021-08-18 03:54:05,793 - mmaction - INFO - Epoch [49][1380/3520] lr: 5.000e-05, eta: 0:56:37, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5260, top5_acc: 0.8052, loss_cls: 1.8515, loss: 1.8515, grad_norm: 15.9849 2021-08-18 03:54:17,342 - mmaction - INFO - Epoch [49][1400/3520] lr: 5.000e-05, eta: 0:56:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7927, loss_cls: 1.8663, loss: 1.8663, grad_norm: 16.0770 2021-08-18 03:54:28,784 - mmaction - INFO - Epoch [49][1420/3520] lr: 5.000e-05, eta: 0:56:13, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7948, loss_cls: 1.9047, loss: 1.9047, grad_norm: 16.3105 2021-08-18 03:54:40,297 - mmaction - INFO - Epoch [49][1440/3520] lr: 5.000e-05, eta: 0:56:01, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7760, loss_cls: 1.9943, loss: 1.9943, grad_norm: 16.7132 2021-08-18 03:54:51,732 - mmaction - INFO - Epoch [49][1460/3520] lr: 5.000e-05, eta: 0:55:49, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.8010, loss_cls: 1.8684, loss: 1.8684, grad_norm: 15.9994 2021-08-18 03:55:03,244 - mmaction - INFO - Epoch [49][1480/3520] lr: 5.000e-05, eta: 0:55:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7823, loss_cls: 1.9252, loss: 1.9252, grad_norm: 16.1099 2021-08-18 03:55:14,734 - mmaction - INFO - Epoch [49][1500/3520] lr: 5.000e-05, eta: 0:55:25, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7865, loss_cls: 1.9192, loss: 1.9192, grad_norm: 16.3356 2021-08-18 03:55:26,209 - mmaction - INFO - Epoch [49][1520/3520] lr: 5.000e-05, eta: 0:55:13, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7927, loss_cls: 1.8527, loss: 1.8527, grad_norm: 16.2816 2021-08-18 03:55:37,679 - mmaction - INFO - Epoch [49][1540/3520] lr: 5.000e-05, eta: 0:55:01, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7771, loss_cls: 1.9413, loss: 1.9413, grad_norm: 16.2814 2021-08-18 03:55:49,139 - mmaction - INFO - Epoch [49][1560/3520] lr: 5.000e-05, eta: 0:54:49, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.8031, loss_cls: 1.8730, loss: 1.8730, grad_norm: 16.3600 2021-08-18 03:56:00,579 - mmaction - INFO - Epoch [49][1580/3520] lr: 5.000e-05, eta: 0:54:37, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7865, loss_cls: 1.8494, loss: 1.8494, grad_norm: 15.7939 2021-08-18 03:56:12,117 - mmaction - INFO - Epoch [49][1600/3520] lr: 5.000e-05, eta: 0:54:25, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8177, loss_cls: 1.8205, loss: 1.8205, grad_norm: 15.6283 2021-08-18 03:56:23,565 - mmaction - INFO - Epoch [49][1620/3520] lr: 5.000e-05, eta: 0:54:13, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7771, loss_cls: 1.9278, loss: 1.9278, grad_norm: 16.2323 2021-08-18 03:56:35,100 - mmaction - INFO - Epoch [49][1640/3520] lr: 5.000e-05, eta: 0:54:01, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7948, loss_cls: 1.8493, loss: 1.8493, grad_norm: 16.1600 2021-08-18 03:56:46,583 - mmaction - INFO - Epoch [49][1660/3520] lr: 5.000e-05, eta: 0:53:49, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7990, loss_cls: 1.8633, loss: 1.8633, grad_norm: 16.1877 2021-08-18 03:56:58,081 - mmaction - INFO - Epoch [49][1680/3520] lr: 5.000e-05, eta: 0:53:37, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7865, loss_cls: 1.9060, loss: 1.9060, grad_norm: 16.5458 2021-08-18 03:57:09,544 - mmaction - INFO - Epoch [49][1700/3520] lr: 5.000e-05, eta: 0:53:25, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.8010, loss_cls: 1.8909, loss: 1.8909, grad_norm: 16.5261 2021-08-18 03:57:21,040 - mmaction - INFO - Epoch [49][1720/3520] lr: 5.000e-05, eta: 0:53:13, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4740, top5_acc: 0.7865, loss_cls: 1.9744, loss: 1.9744, grad_norm: 16.6053 2021-08-18 03:57:32,495 - mmaction - INFO - Epoch [49][1740/3520] lr: 5.000e-05, eta: 0:53:01, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7865, loss_cls: 1.9185, loss: 1.9185, grad_norm: 15.8992 2021-08-18 03:57:44,026 - mmaction - INFO - Epoch [49][1760/3520] lr: 5.000e-05, eta: 0:52:49, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5094, top5_acc: 0.8000, loss_cls: 1.8709, loss: 1.8709, grad_norm: 16.0632 2021-08-18 03:57:55,512 - mmaction - INFO - Epoch [49][1780/3520] lr: 5.000e-05, eta: 0:52:37, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7958, loss_cls: 1.8859, loss: 1.8859, grad_norm: 15.8067 2021-08-18 03:58:07,035 - mmaction - INFO - Epoch [49][1800/3520] lr: 5.000e-05, eta: 0:52:25, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7729, loss_cls: 1.9784, loss: 1.9784, grad_norm: 16.8343 2021-08-18 03:58:18,587 - mmaction - INFO - Epoch [49][1820/3520] lr: 5.000e-05, eta: 0:52:12, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8010, loss_cls: 1.8826, loss: 1.8826, grad_norm: 16.4194 2021-08-18 03:58:30,066 - mmaction - INFO - Epoch [49][1840/3520] lr: 5.000e-05, eta: 0:52:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.8052, loss_cls: 1.9069, loss: 1.9069, grad_norm: 16.5145 2021-08-18 03:58:41,537 - mmaction - INFO - Epoch [49][1860/3520] lr: 5.000e-05, eta: 0:51:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 1.9431, loss: 1.9431, grad_norm: 16.2823 2021-08-18 03:58:52,989 - mmaction - INFO - Epoch [49][1880/3520] lr: 5.000e-05, eta: 0:51:36, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.8031, loss_cls: 1.8530, loss: 1.8530, grad_norm: 15.9971 2021-08-18 03:59:04,423 - mmaction - INFO - Epoch [49][1900/3520] lr: 5.000e-05, eta: 0:51:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7625, loss_cls: 1.9855, loss: 1.9855, grad_norm: 16.6886 2021-08-18 03:59:15,952 - mmaction - INFO - Epoch [49][1920/3520] lr: 5.000e-05, eta: 0:51:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7958, loss_cls: 1.8709, loss: 1.8709, grad_norm: 16.2170 2021-08-18 03:59:27,455 - mmaction - INFO - Epoch [49][1940/3520] lr: 5.000e-05, eta: 0:51:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.8052, loss_cls: 1.8587, loss: 1.8587, grad_norm: 15.9896 2021-08-18 03:59:38,898 - mmaction - INFO - Epoch [49][1960/3520] lr: 5.000e-05, eta: 0:50:48, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7958, loss_cls: 1.8925, loss: 1.8925, grad_norm: 15.7529 2021-08-18 03:59:50,407 - mmaction - INFO - Epoch [49][1980/3520] lr: 5.000e-05, eta: 0:50:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5354, top5_acc: 0.7844, loss_cls: 1.8830, loss: 1.8830, grad_norm: 16.5376 2021-08-18 04:00:01,899 - mmaction - INFO - Epoch [49][2000/3520] lr: 5.000e-05, eta: 0:50:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7802, loss_cls: 1.9644, loss: 1.9644, grad_norm: 16.3109 2021-08-18 04:00:13,339 - mmaction - INFO - Epoch [49][2020/3520] lr: 5.000e-05, eta: 0:50:12, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7896, loss_cls: 1.8848, loss: 1.8848, grad_norm: 16.4611 2021-08-18 04:00:24,790 - mmaction - INFO - Epoch [49][2040/3520] lr: 5.000e-05, eta: 0:50:00, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7885, loss_cls: 1.9284, loss: 1.9284, grad_norm: 16.2536 2021-08-18 04:00:36,256 - mmaction - INFO - Epoch [49][2060/3520] lr: 5.000e-05, eta: 0:49:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7885, loss_cls: 1.9114, loss: 1.9114, grad_norm: 16.3675 2021-08-18 04:00:47,729 - mmaction - INFO - Epoch [49][2080/3520] lr: 5.000e-05, eta: 0:49:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7802, loss_cls: 1.9337, loss: 1.9337, grad_norm: 16.1517 2021-08-18 04:00:59,217 - mmaction - INFO - Epoch [49][2100/3520] lr: 5.000e-05, eta: 0:49:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7854, loss_cls: 1.8936, loss: 1.8936, grad_norm: 16.1784 2021-08-18 04:01:10,692 - mmaction - INFO - Epoch [49][2120/3520] lr: 5.000e-05, eta: 0:49:12, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.8073, loss_cls: 1.8177, loss: 1.8177, grad_norm: 16.0361 2021-08-18 04:01:22,143 - mmaction - INFO - Epoch [49][2140/3520] lr: 5.000e-05, eta: 0:49:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.8000, loss_cls: 1.8639, loss: 1.8639, grad_norm: 16.5621 2021-08-18 04:01:33,606 - mmaction - INFO - Epoch [49][2160/3520] lr: 5.000e-05, eta: 0:48:48, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5292, top5_acc: 0.7958, loss_cls: 1.8595, loss: 1.8595, grad_norm: 16.0967 2021-08-18 04:01:45,093 - mmaction - INFO - Epoch [49][2180/3520] lr: 5.000e-05, eta: 0:48:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.8042, loss_cls: 1.8746, loss: 1.8746, grad_norm: 16.7282 2021-08-18 04:01:56,594 - mmaction - INFO - Epoch [49][2200/3520] lr: 5.000e-05, eta: 0:48:24, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8021, loss_cls: 1.7919, loss: 1.7919, grad_norm: 15.8698 2021-08-18 04:02:08,042 - mmaction - INFO - Epoch [49][2220/3520] lr: 5.000e-05, eta: 0:48:12, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7865, loss_cls: 1.8945, loss: 1.8945, grad_norm: 15.9905 2021-08-18 04:02:19,487 - mmaction - INFO - Epoch [49][2240/3520] lr: 5.000e-05, eta: 0:48:00, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7917, loss_cls: 1.8933, loss: 1.8933, grad_norm: 16.3828 2021-08-18 04:02:30,971 - mmaction - INFO - Epoch [49][2260/3520] lr: 5.000e-05, eta: 0:47:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4938, top5_acc: 0.7969, loss_cls: 1.9258, loss: 1.9258, grad_norm: 16.3187 2021-08-18 04:02:42,533 - mmaction - INFO - Epoch [49][2280/3520] lr: 5.000e-05, eta: 0:47:36, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7896, loss_cls: 1.8777, loss: 1.8777, grad_norm: 16.6086 2021-08-18 04:02:54,030 - mmaction - INFO - Epoch [49][2300/3520] lr: 5.000e-05, eta: 0:47:24, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7969, loss_cls: 1.8770, loss: 1.8770, grad_norm: 15.5737 2021-08-18 04:03:05,540 - mmaction - INFO - Epoch [49][2320/3520] lr: 5.000e-05, eta: 0:47:12, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7771, loss_cls: 1.9259, loss: 1.9259, grad_norm: 17.3119 2021-08-18 04:03:17,052 - mmaction - INFO - Epoch [49][2340/3520] lr: 5.000e-05, eta: 0:47:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7823, loss_cls: 1.9891, loss: 1.9891, grad_norm: 16.7918 2021-08-18 04:03:28,551 - mmaction - INFO - Epoch [49][2360/3520] lr: 5.000e-05, eta: 0:46:48, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5396, top5_acc: 0.8021, loss_cls: 1.8596, loss: 1.8596, grad_norm: 16.1854 2021-08-18 04:03:40,025 - mmaction - INFO - Epoch [49][2380/3520] lr: 5.000e-05, eta: 0:46:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8083, loss_cls: 1.8391, loss: 1.8391, grad_norm: 15.7661 2021-08-18 04:03:51,517 - mmaction - INFO - Epoch [49][2400/3520] lr: 5.000e-05, eta: 0:46:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.8083, loss_cls: 1.8039, loss: 1.8039, grad_norm: 16.1280 2021-08-18 04:04:03,121 - mmaction - INFO - Epoch [49][2420/3520] lr: 5.000e-05, eta: 0:46:12, time: 0.581, data_time: 0.002, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9171, loss: 1.9171, grad_norm: 16.2953 2021-08-18 04:04:14,625 - mmaction - INFO - Epoch [49][2440/3520] lr: 5.000e-05, eta: 0:46:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5344, top5_acc: 0.8198, loss_cls: 1.7945, loss: 1.7945, grad_norm: 15.8585 2021-08-18 04:04:26,092 - mmaction - INFO - Epoch [49][2460/3520] lr: 5.000e-05, eta: 0:45:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7906, loss_cls: 1.9065, loss: 1.9065, grad_norm: 16.1899 2021-08-18 04:04:37,570 - mmaction - INFO - Epoch [49][2480/3520] lr: 5.000e-05, eta: 0:45:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8021, loss_cls: 1.8392, loss: 1.8392, grad_norm: 16.5691 2021-08-18 04:04:49,028 - mmaction - INFO - Epoch [49][2500/3520] lr: 5.000e-05, eta: 0:45:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7771, loss_cls: 1.9569, loss: 1.9569, grad_norm: 16.6759 2021-08-18 04:05:00,521 - mmaction - INFO - Epoch [49][2520/3520] lr: 5.000e-05, eta: 0:45:12, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.8083, loss_cls: 1.8596, loss: 1.8596, grad_norm: 15.9892 2021-08-18 04:05:11,957 - mmaction - INFO - Epoch [49][2540/3520] lr: 5.000e-05, eta: 0:45:00, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7875, loss_cls: 1.9241, loss: 1.9241, grad_norm: 16.2331 2021-08-18 04:05:23,578 - mmaction - INFO - Epoch [49][2560/3520] lr: 5.000e-05, eta: 0:44:48, time: 0.580, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7594, loss_cls: 2.0304, loss: 2.0304, grad_norm: 16.6221 2021-08-18 04:05:35,132 - mmaction - INFO - Epoch [49][2580/3520] lr: 5.000e-05, eta: 0:44:36, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7948, loss_cls: 1.9341, loss: 1.9341, grad_norm: 16.7152 2021-08-18 04:05:46,701 - mmaction - INFO - Epoch [49][2600/3520] lr: 5.000e-05, eta: 0:44:24, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.7802, loss_cls: 1.9067, loss: 1.9067, grad_norm: 16.3799 2021-08-18 04:05:58,177 - mmaction - INFO - Epoch [49][2620/3520] lr: 5.000e-05, eta: 0:44:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7854, loss_cls: 1.8926, loss: 1.8926, grad_norm: 16.0001 2021-08-18 04:06:09,743 - mmaction - INFO - Epoch [49][2640/3520] lr: 5.000e-05, eta: 0:44:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7823, loss_cls: 1.9808, loss: 1.9808, grad_norm: 17.3979 2021-08-18 04:06:21,225 - mmaction - INFO - Epoch [49][2660/3520] lr: 5.000e-05, eta: 0:43:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7885, loss_cls: 1.9370, loss: 1.9370, grad_norm: 15.9168 2021-08-18 04:06:32,711 - mmaction - INFO - Epoch [49][2680/3520] lr: 5.000e-05, eta: 0:43:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7594, loss_cls: 2.0110, loss: 2.0110, grad_norm: 16.5601 2021-08-18 04:06:44,220 - mmaction - INFO - Epoch [49][2700/3520] lr: 5.000e-05, eta: 0:43:24, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7958, loss_cls: 1.8570, loss: 1.8570, grad_norm: 16.8157 2021-08-18 04:06:55,707 - mmaction - INFO - Epoch [49][2720/3520] lr: 5.000e-05, eta: 0:43:12, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7646, loss_cls: 2.0010, loss: 2.0010, grad_norm: 16.2713 2021-08-18 04:07:07,179 - mmaction - INFO - Epoch [49][2740/3520] lr: 5.000e-05, eta: 0:43:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7927, loss_cls: 1.9118, loss: 1.9118, grad_norm: 16.7933 2021-08-18 04:07:18,634 - mmaction - INFO - Epoch [49][2760/3520] lr: 5.000e-05, eta: 0:42:48, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7833, loss_cls: 1.9424, loss: 1.9424, grad_norm: 15.6957 2021-08-18 04:07:30,171 - mmaction - INFO - Epoch [49][2780/3520] lr: 5.000e-05, eta: 0:42:36, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7677, loss_cls: 2.0061, loss: 2.0061, grad_norm: 16.7139 2021-08-18 04:07:41,648 - mmaction - INFO - Epoch [49][2800/3520] lr: 5.000e-05, eta: 0:42:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7781, loss_cls: 1.9521, loss: 1.9521, grad_norm: 16.8685 2021-08-18 04:07:53,103 - mmaction - INFO - Epoch [49][2820/3520] lr: 5.000e-05, eta: 0:42:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7885, loss_cls: 1.9296, loss: 1.9296, grad_norm: 16.4524 2021-08-18 04:08:04,599 - mmaction - INFO - Epoch [49][2840/3520] lr: 5.000e-05, eta: 0:42:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7833, loss_cls: 1.9414, loss: 1.9414, grad_norm: 16.4997 2021-08-18 04:08:16,041 - mmaction - INFO - Epoch [49][2860/3520] lr: 5.000e-05, eta: 0:41:48, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7521, loss_cls: 2.0324, loss: 2.0324, grad_norm: 16.0667 2021-08-18 04:08:27,545 - mmaction - INFO - Epoch [49][2880/3520] lr: 5.000e-05, eta: 0:41:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8052, loss_cls: 1.8556, loss: 1.8556, grad_norm: 16.4445 2021-08-18 04:08:39,009 - mmaction - INFO - Epoch [49][2900/3520] lr: 5.000e-05, eta: 0:41:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4646, top5_acc: 0.7698, loss_cls: 2.0198, loss: 2.0198, grad_norm: 17.0663 2021-08-18 04:08:50,499 - mmaction - INFO - Epoch [49][2920/3520] lr: 5.000e-05, eta: 0:41:12, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4677, top5_acc: 0.7656, loss_cls: 2.0233, loss: 2.0233, grad_norm: 16.3187 2021-08-18 04:09:01,989 - mmaction - INFO - Epoch [49][2940/3520] lr: 5.000e-05, eta: 0:41:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7865, loss_cls: 1.9513, loss: 1.9513, grad_norm: 16.6248 2021-08-18 04:09:13,519 - mmaction - INFO - Epoch [49][2960/3520] lr: 5.000e-05, eta: 0:40:48, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7760, loss_cls: 1.9456, loss: 1.9456, grad_norm: 16.1526 2021-08-18 04:09:25,000 - mmaction - INFO - Epoch [49][2980/3520] lr: 5.000e-05, eta: 0:40:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7906, loss_cls: 1.8728, loss: 1.8728, grad_norm: 15.7757 2021-08-18 04:09:36,474 - mmaction - INFO - Epoch [49][3000/3520] lr: 5.000e-05, eta: 0:40:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7885, loss_cls: 1.9443, loss: 1.9443, grad_norm: 16.6288 2021-08-18 04:09:47,962 - mmaction - INFO - Epoch [49][3020/3520] lr: 5.000e-05, eta: 0:40:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5271, top5_acc: 0.7760, loss_cls: 1.9139, loss: 1.9139, grad_norm: 16.2461 2021-08-18 04:09:59,540 - mmaction - INFO - Epoch [49][3040/3520] lr: 5.000e-05, eta: 0:40:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7854, loss_cls: 1.9026, loss: 1.9026, grad_norm: 16.1603 2021-08-18 04:10:11,080 - mmaction - INFO - Epoch [49][3060/3520] lr: 5.000e-05, eta: 0:39:48, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7969, loss_cls: 1.8993, loss: 1.8993, grad_norm: 16.4278 2021-08-18 04:10:22,546 - mmaction - INFO - Epoch [49][3080/3520] lr: 5.000e-05, eta: 0:39:36, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7802, loss_cls: 1.9539, loss: 1.9539, grad_norm: 16.7531 2021-08-18 04:10:34,069 - mmaction - INFO - Epoch [49][3100/3520] lr: 5.000e-05, eta: 0:39:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5260, top5_acc: 0.7875, loss_cls: 1.9075, loss: 1.9075, grad_norm: 16.2865 2021-08-18 04:10:45,563 - mmaction - INFO - Epoch [49][3120/3520] lr: 5.000e-05, eta: 0:39:11, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7885, loss_cls: 1.9372, loss: 1.9372, grad_norm: 16.3110 2021-08-18 04:10:57,037 - mmaction - INFO - Epoch [49][3140/3520] lr: 5.000e-05, eta: 0:38:59, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5292, top5_acc: 0.7875, loss_cls: 1.8919, loss: 1.8919, grad_norm: 15.8497 2021-08-18 04:11:08,559 - mmaction - INFO - Epoch [49][3160/3520] lr: 5.000e-05, eta: 0:38:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7781, loss_cls: 1.9509, loss: 1.9509, grad_norm: 16.3852 2021-08-18 04:11:20,096 - mmaction - INFO - Epoch [49][3180/3520] lr: 5.000e-05, eta: 0:38:35, time: 0.577, data_time: 0.001, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7927, loss_cls: 1.8972, loss: 1.8972, grad_norm: 16.3257 2021-08-18 04:11:31,594 - mmaction - INFO - Epoch [49][3200/3520] lr: 5.000e-05, eta: 0:38:23, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7865, loss_cls: 1.8646, loss: 1.8646, grad_norm: 15.6607 2021-08-18 04:11:43,139 - mmaction - INFO - Epoch [49][3220/3520] lr: 5.000e-05, eta: 0:38:11, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7823, loss_cls: 1.9272, loss: 1.9272, grad_norm: 16.0823 2021-08-18 04:11:54,686 - mmaction - INFO - Epoch [49][3240/3520] lr: 5.000e-05, eta: 0:37:59, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7833, loss_cls: 1.9178, loss: 1.9178, grad_norm: 16.3093 2021-08-18 04:12:06,168 - mmaction - INFO - Epoch [49][3260/3520] lr: 5.000e-05, eta: 0:37:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8115, loss_cls: 1.8046, loss: 1.8046, grad_norm: 16.0252 2021-08-18 04:12:17,712 - mmaction - INFO - Epoch [49][3280/3520] lr: 5.000e-05, eta: 0:37:35, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.8052, loss_cls: 1.8728, loss: 1.8728, grad_norm: 16.4756 2021-08-18 04:12:29,129 - mmaction - INFO - Epoch [49][3300/3520] lr: 5.000e-05, eta: 0:37:23, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7792, loss_cls: 1.9303, loss: 1.9303, grad_norm: 16.6150 2021-08-18 04:12:40,675 - mmaction - INFO - Epoch [49][3320/3520] lr: 5.000e-05, eta: 0:37:11, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7812, loss_cls: 1.9361, loss: 1.9361, grad_norm: 16.4342 2021-08-18 04:12:52,078 - mmaction - INFO - Epoch [49][3340/3520] lr: 5.000e-05, eta: 0:36:59, time: 0.573, data_time: 0.004, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7937, loss_cls: 1.9227, loss: 1.9227, grad_norm: 16.7687 2021-08-18 04:13:03,624 - mmaction - INFO - Epoch [49][3360/3520] lr: 5.000e-05, eta: 0:36:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5437, top5_acc: 0.8021, loss_cls: 1.8140, loss: 1.8140, grad_norm: 16.1888 2021-08-18 04:13:15,059 - mmaction - INFO - Epoch [49][3380/3520] lr: 5.000e-05, eta: 0:36:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.8104, loss_cls: 1.8303, loss: 1.8303, grad_norm: 16.3653 2021-08-18 04:13:26,594 - mmaction - INFO - Epoch [49][3400/3520] lr: 5.000e-05, eta: 0:36:23, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7969, loss_cls: 1.8961, loss: 1.8961, grad_norm: 16.4981 2021-08-18 04:13:38,128 - mmaction - INFO - Epoch [49][3420/3520] lr: 5.000e-05, eta: 0:36:11, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7729, loss_cls: 1.9474, loss: 1.9474, grad_norm: 16.3344 2021-08-18 04:13:49,677 - mmaction - INFO - Epoch [49][3440/3520] lr: 5.000e-05, eta: 0:35:59, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7990, loss_cls: 1.9197, loss: 1.9197, grad_norm: 16.5256 2021-08-18 04:14:01,157 - mmaction - INFO - Epoch [49][3460/3520] lr: 5.000e-05, eta: 0:35:47, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7646, loss_cls: 1.9511, loss: 1.9511, grad_norm: 15.8635 2021-08-18 04:14:12,585 - mmaction - INFO - Epoch [49][3480/3520] lr: 5.000e-05, eta: 0:35:35, time: 0.570, data_time: 0.003, memory: 8335, top1_acc: 0.4792, top5_acc: 0.7719, loss_cls: 2.0237, loss: 2.0237, grad_norm: 17.1106 2021-08-18 04:14:24,101 - mmaction - INFO - Epoch [49][3500/3520] lr: 5.000e-05, eta: 0:35:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.8010, loss_cls: 1.8301, loss: 1.8301, grad_norm: 15.9728 2021-08-18 04:14:35,230 - mmaction - INFO - Epoch [49][3520/3520] lr: 5.000e-05, eta: 0:35:11, time: 0.556, data_time: 0.003, memory: 8335, top1_acc: 0.5054, top5_acc: 0.7924, loss_cls: 1.9271, loss: 1.9271, grad_norm: 16.5219 2021-08-18 04:18:15,153 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 04:18:15,666 - mmaction - INFO - top1_acc 0.2682 top5_acc 0.5574 2021-08-18 04:18:15,666 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 04:18:15,770 - mmaction - INFO - mean_acc 0.2063 2021-08-18 04:18:16,203 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_49.pth. 2021-08-18 04:18:16,203 - mmaction - INFO - Best top1_acc is 0.2682 at 49 epoch. 2021-08-18 04:18:16,214 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-08-18 04:18:17,087 - mmaction - INFO - Epoch(val) [49][259] top1_acc: 0.2682, top5_acc: 0.5574, mean_class_accuracy: 0.2063 2021-08-18 04:19:33,136 - mmaction - INFO - Epoch [50][20/3520] lr: 5.000e-05, eta: 0:35:01, time: 3.799, data_time: 3.184, memory: 8335, top1_acc: 0.5458, top5_acc: 0.8063, loss_cls: 1.7825, loss: 1.7825, grad_norm: 15.8989 2021-08-18 04:19:44,617 - mmaction - INFO - Epoch [50][40/3520] lr: 5.000e-05, eta: 0:34:49, time: 0.574, data_time: 0.006, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7667, loss_cls: 1.9846, loss: 1.9846, grad_norm: 16.5999 2021-08-18 04:19:56,023 - mmaction - INFO - Epoch [50][60/3520] lr: 5.000e-05, eta: 0:34:37, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7781, loss_cls: 1.9356, loss: 1.9356, grad_norm: 16.8578 2021-08-18 04:20:07,464 - mmaction - INFO - Epoch [50][80/3520] lr: 5.000e-05, eta: 0:34:25, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.5344, top5_acc: 0.8052, loss_cls: 1.8983, loss: 1.8983, grad_norm: 16.2771 2021-08-18 04:20:18,938 - mmaction - INFO - Epoch [50][100/3520] lr: 5.000e-05, eta: 0:34:13, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7812, loss_cls: 1.9763, loss: 1.9763, grad_norm: 16.6163 2021-08-18 04:20:30,367 - mmaction - INFO - Epoch [50][120/3520] lr: 5.000e-05, eta: 0:34:00, time: 0.569, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7906, loss_cls: 1.9076, loss: 1.9076, grad_norm: 16.3339 2021-08-18 04:20:41,835 - mmaction - INFO - Epoch [50][140/3520] lr: 5.000e-05, eta: 0:33:48, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7719, loss_cls: 1.9575, loss: 1.9575, grad_norm: 16.2846 2021-08-18 04:20:53,318 - mmaction - INFO - Epoch [50][160/3520] lr: 5.000e-05, eta: 0:33:36, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7781, loss_cls: 1.9116, loss: 1.9116, grad_norm: 15.9635 2021-08-18 04:21:04,754 - mmaction - INFO - Epoch [50][180/3520] lr: 5.000e-05, eta: 0:33:24, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5427, top5_acc: 0.8208, loss_cls: 1.7981, loss: 1.7981, grad_norm: 16.6489 2021-08-18 04:21:16,263 - mmaction - INFO - Epoch [50][200/3520] lr: 5.000e-05, eta: 0:33:12, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8031, loss_cls: 1.8585, loss: 1.8585, grad_norm: 15.4499 2021-08-18 04:21:27,821 - mmaction - INFO - Epoch [50][220/3520] lr: 5.000e-05, eta: 0:33:00, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8052, loss_cls: 1.8362, loss: 1.8362, grad_norm: 16.2288 2021-08-18 04:21:39,371 - mmaction - INFO - Epoch [50][240/3520] lr: 5.000e-05, eta: 0:32:48, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8094, loss_cls: 1.8199, loss: 1.8199, grad_norm: 16.2343 2021-08-18 04:21:50,904 - mmaction - INFO - Epoch [50][260/3520] lr: 5.000e-05, eta: 0:32:36, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7896, loss_cls: 1.8962, loss: 1.8962, grad_norm: 17.2575 2021-08-18 04:22:02,405 - mmaction - INFO - Epoch [50][280/3520] lr: 5.000e-05, eta: 0:32:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7781, loss_cls: 1.9490, loss: 1.9490, grad_norm: 16.9555 2021-08-18 04:22:13,873 - mmaction - INFO - Epoch [50][300/3520] lr: 5.000e-05, eta: 0:32:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7958, loss_cls: 1.8357, loss: 1.8357, grad_norm: 16.0257 2021-08-18 04:22:25,377 - mmaction - INFO - Epoch [50][320/3520] lr: 5.000e-05, eta: 0:32:00, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5240, top5_acc: 0.8052, loss_cls: 1.8243, loss: 1.8243, grad_norm: 15.5707 2021-08-18 04:22:36,897 - mmaction - INFO - Epoch [50][340/3520] lr: 5.000e-05, eta: 0:31:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7781, loss_cls: 1.9904, loss: 1.9904, grad_norm: 16.7572 2021-08-18 04:22:48,358 - mmaction - INFO - Epoch [50][360/3520] lr: 5.000e-05, eta: 0:31:36, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7833, loss_cls: 1.9111, loss: 1.9111, grad_norm: 16.3696 2021-08-18 04:22:59,897 - mmaction - INFO - Epoch [50][380/3520] lr: 5.000e-05, eta: 0:31:24, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7750, loss_cls: 1.9728, loss: 1.9728, grad_norm: 16.7870 2021-08-18 04:23:11,387 - mmaction - INFO - Epoch [50][400/3520] lr: 5.000e-05, eta: 0:31:12, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5021, top5_acc: 0.8031, loss_cls: 1.8721, loss: 1.8721, grad_norm: 16.0578 2021-08-18 04:23:22,901 - mmaction - INFO - Epoch [50][420/3520] lr: 5.000e-05, eta: 0:31:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7875, loss_cls: 1.9236, loss: 1.9236, grad_norm: 16.8043 2021-08-18 04:23:34,433 - mmaction - INFO - Epoch [50][440/3520] lr: 5.000e-05, eta: 0:30:48, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8094, loss_cls: 1.8377, loss: 1.8377, grad_norm: 15.6495 2021-08-18 04:23:45,896 - mmaction - INFO - Epoch [50][460/3520] lr: 5.000e-05, eta: 0:30:36, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7958, loss_cls: 1.9084, loss: 1.9084, grad_norm: 16.4030 2021-08-18 04:23:57,385 - mmaction - INFO - Epoch [50][480/3520] lr: 5.000e-05, eta: 0:30:24, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5229, top5_acc: 0.8052, loss_cls: 1.8472, loss: 1.8472, grad_norm: 16.3266 2021-08-18 04:24:08,841 - mmaction - INFO - Epoch [50][500/3520] lr: 5.000e-05, eta: 0:30:12, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4833, top5_acc: 0.7552, loss_cls: 2.0191, loss: 2.0191, grad_norm: 16.8361 2021-08-18 04:24:20,352 - mmaction - INFO - Epoch [50][520/3520] lr: 5.000e-05, eta: 0:30:00, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.8042, loss_cls: 1.8788, loss: 1.8788, grad_norm: 16.1935 2021-08-18 04:24:31,804 - mmaction - INFO - Epoch [50][540/3520] lr: 5.000e-05, eta: 0:29:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7896, loss_cls: 1.9572, loss: 1.9572, grad_norm: 16.8223 2021-08-18 04:24:43,368 - mmaction - INFO - Epoch [50][560/3520] lr: 5.000e-05, eta: 0:29:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7896, loss_cls: 1.8709, loss: 1.8709, grad_norm: 16.3913 2021-08-18 04:24:54,859 - mmaction - INFO - Epoch [50][580/3520] lr: 5.000e-05, eta: 0:29:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7948, loss_cls: 1.9083, loss: 1.9083, grad_norm: 16.8253 2021-08-18 04:25:06,318 - mmaction - INFO - Epoch [50][600/3520] lr: 5.000e-05, eta: 0:29:12, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.8031, loss_cls: 1.8221, loss: 1.8221, grad_norm: 16.2711 2021-08-18 04:25:17,787 - mmaction - INFO - Epoch [50][620/3520] lr: 5.000e-05, eta: 0:29:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7896, loss_cls: 1.8965, loss: 1.8965, grad_norm: 16.2545 2021-08-18 04:25:29,253 - mmaction - INFO - Epoch [50][640/3520] lr: 5.000e-05, eta: 0:28:48, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7885, loss_cls: 1.8840, loss: 1.8840, grad_norm: 16.4731 2021-08-18 04:25:40,792 - mmaction - INFO - Epoch [50][660/3520] lr: 5.000e-05, eta: 0:28:36, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8146, loss_cls: 1.8282, loss: 1.8282, grad_norm: 15.8873 2021-08-18 04:25:52,244 - mmaction - INFO - Epoch [50][680/3520] lr: 5.000e-05, eta: 0:28:24, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7854, loss_cls: 1.9490, loss: 1.9490, grad_norm: 17.1517 2021-08-18 04:26:03,737 - mmaction - INFO - Epoch [50][700/3520] lr: 5.000e-05, eta: 0:28:12, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5281, top5_acc: 0.8073, loss_cls: 1.8388, loss: 1.8388, grad_norm: 15.9543 2021-08-18 04:26:15,245 - mmaction - INFO - Epoch [50][720/3520] lr: 5.000e-05, eta: 0:28:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7927, loss_cls: 1.9325, loss: 1.9325, grad_norm: 16.3277 2021-08-18 04:26:26,733 - mmaction - INFO - Epoch [50][740/3520] lr: 5.000e-05, eta: 0:27:48, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7760, loss_cls: 1.9214, loss: 1.9214, grad_norm: 16.3027 2021-08-18 04:26:38,202 - mmaction - INFO - Epoch [50][760/3520] lr: 5.000e-05, eta: 0:27:36, time: 0.572, data_time: 0.002, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7896, loss_cls: 1.9775, loss: 1.9775, grad_norm: 17.4563 2021-08-18 04:26:49,716 - mmaction - INFO - Epoch [50][780/3520] lr: 5.000e-05, eta: 0:27:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7969, loss_cls: 1.8728, loss: 1.8728, grad_norm: 16.3164 2021-08-18 04:27:01,155 - mmaction - INFO - Epoch [50][800/3520] lr: 5.000e-05, eta: 0:27:12, time: 0.571, data_time: 0.003, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7729, loss_cls: 1.9856, loss: 1.9856, grad_norm: 16.4817 2021-08-18 04:27:12,591 - mmaction - INFO - Epoch [50][820/3520] lr: 5.000e-05, eta: 0:27:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7896, loss_cls: 1.9316, loss: 1.9316, grad_norm: 16.0540 2021-08-18 04:27:24,070 - mmaction - INFO - Epoch [50][840/3520] lr: 5.000e-05, eta: 0:26:48, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7865, loss_cls: 1.8939, loss: 1.8939, grad_norm: 16.4108 2021-08-18 04:27:35,561 - mmaction - INFO - Epoch [50][860/3520] lr: 5.000e-05, eta: 0:26:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7969, loss_cls: 1.8232, loss: 1.8232, grad_norm: 16.0096 2021-08-18 04:27:47,077 - mmaction - INFO - Epoch [50][880/3520] lr: 5.000e-05, eta: 0:26:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.8010, loss_cls: 1.8851, loss: 1.8851, grad_norm: 16.0078 2021-08-18 04:27:58,486 - mmaction - INFO - Epoch [50][900/3520] lr: 5.000e-05, eta: 0:26:12, time: 0.572, data_time: 0.003, memory: 8335, top1_acc: 0.5260, top5_acc: 0.8083, loss_cls: 1.8363, loss: 1.8363, grad_norm: 16.2717 2021-08-18 04:28:09,935 - mmaction - INFO - Epoch [50][920/3520] lr: 5.000e-05, eta: 0:26:00, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7937, loss_cls: 1.8536, loss: 1.8536, grad_norm: 16.0498 2021-08-18 04:28:21,504 - mmaction - INFO - Epoch [50][940/3520] lr: 5.000e-05, eta: 0:25:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4771, top5_acc: 0.7667, loss_cls: 2.0085, loss: 2.0085, grad_norm: 17.0368 2021-08-18 04:28:33,020 - mmaction - INFO - Epoch [50][960/3520] lr: 5.000e-05, eta: 0:25:36, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 1.9188, loss: 1.9188, grad_norm: 16.6945 2021-08-18 04:28:44,492 - mmaction - INFO - Epoch [50][980/3520] lr: 5.000e-05, eta: 0:25:24, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7760, loss_cls: 1.9353, loss: 1.9353, grad_norm: 16.8443 2021-08-18 04:28:55,958 - mmaction - INFO - Epoch [50][1000/3520] lr: 5.000e-05, eta: 0:25:12, time: 0.573, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7792, loss_cls: 1.8819, loss: 1.8819, grad_norm: 16.3884 2021-08-18 04:29:07,495 - mmaction - INFO - Epoch [50][1020/3520] lr: 5.000e-05, eta: 0:25:00, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7865, loss_cls: 1.9526, loss: 1.9526, grad_norm: 17.1683 2021-08-18 04:29:18,997 - mmaction - INFO - Epoch [50][1040/3520] lr: 5.000e-05, eta: 0:24:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7948, loss_cls: 1.9118, loss: 1.9118, grad_norm: 16.3802 2021-08-18 04:29:30,483 - mmaction - INFO - Epoch [50][1060/3520] lr: 5.000e-05, eta: 0:24:36, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7844, loss_cls: 1.9658, loss: 1.9658, grad_norm: 16.8683 2021-08-18 04:29:41,957 - mmaction - INFO - Epoch [50][1080/3520] lr: 5.000e-05, eta: 0:24:24, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7948, loss_cls: 1.8803, loss: 1.8803, grad_norm: 16.2130 2021-08-18 04:29:53,430 - mmaction - INFO - Epoch [50][1100/3520] lr: 5.000e-05, eta: 0:24:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7875, loss_cls: 1.8940, loss: 1.8940, grad_norm: 16.5415 2021-08-18 04:30:04,920 - mmaction - INFO - Epoch [50][1120/3520] lr: 5.000e-05, eta: 0:24:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5354, top5_acc: 0.8135, loss_cls: 1.7599, loss: 1.7599, grad_norm: 16.4037 2021-08-18 04:30:16,359 - mmaction - INFO - Epoch [50][1140/3520] lr: 5.000e-05, eta: 0:23:48, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4917, top5_acc: 0.7708, loss_cls: 1.9710, loss: 1.9710, grad_norm: 16.0646 2021-08-18 04:30:27,845 - mmaction - INFO - Epoch [50][1160/3520] lr: 5.000e-05, eta: 0:23:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7875, loss_cls: 1.9074, loss: 1.9074, grad_norm: 16.6864 2021-08-18 04:30:39,348 - mmaction - INFO - Epoch [50][1180/3520] lr: 5.000e-05, eta: 0:23:24, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5083, top5_acc: 0.8000, loss_cls: 1.8521, loss: 1.8521, grad_norm: 16.2900 2021-08-18 04:30:50,953 - mmaction - INFO - Epoch [50][1200/3520] lr: 5.000e-05, eta: 0:23:12, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7760, loss_cls: 1.8925, loss: 1.8925, grad_norm: 16.2081 2021-08-18 04:31:02,442 - mmaction - INFO - Epoch [50][1220/3520] lr: 5.000e-05, eta: 0:23:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7885, loss_cls: 1.9172, loss: 1.9172, grad_norm: 15.9478 2021-08-18 04:31:13,972 - mmaction - INFO - Epoch [50][1240/3520] lr: 5.000e-05, eta: 0:22:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7927, loss_cls: 1.9176, loss: 1.9176, grad_norm: 17.5290 2021-08-18 04:31:25,449 - mmaction - INFO - Epoch [50][1260/3520] lr: 5.000e-05, eta: 0:22:36, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.5104, top5_acc: 0.8010, loss_cls: 1.8498, loss: 1.8498, grad_norm: 15.6179 2021-08-18 04:31:36,964 - mmaction - INFO - Epoch [50][1280/3520] lr: 5.000e-05, eta: 0:22:24, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7854, loss_cls: 1.9475, loss: 1.9475, grad_norm: 16.3988 2021-08-18 04:31:48,499 - mmaction - INFO - Epoch [50][1300/3520] lr: 5.000e-05, eta: 0:22:12, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5292, top5_acc: 0.8063, loss_cls: 1.8218, loss: 1.8218, grad_norm: 16.1408 2021-08-18 04:32:00,004 - mmaction - INFO - Epoch [50][1320/3520] lr: 5.000e-05, eta: 0:22:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7948, loss_cls: 1.9145, loss: 1.9145, grad_norm: 16.0906 2021-08-18 04:32:11,519 - mmaction - INFO - Epoch [50][1340/3520] lr: 5.000e-05, eta: 0:21:48, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7917, loss_cls: 1.8928, loss: 1.8928, grad_norm: 16.4298 2021-08-18 04:32:23,021 - mmaction - INFO - Epoch [50][1360/3520] lr: 5.000e-05, eta: 0:21:36, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7656, loss_cls: 2.0112, loss: 2.0112, grad_norm: 16.9990 2021-08-18 04:32:34,537 - mmaction - INFO - Epoch [50][1380/3520] lr: 5.000e-05, eta: 0:21:24, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7937, loss_cls: 1.9200, loss: 1.9200, grad_norm: 16.8811 2021-08-18 04:32:46,070 - mmaction - INFO - Epoch [50][1400/3520] lr: 5.000e-05, eta: 0:21:12, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7823, loss_cls: 1.8547, loss: 1.8547, grad_norm: 16.4191 2021-08-18 04:32:57,517 - mmaction - INFO - Epoch [50][1420/3520] lr: 5.000e-05, eta: 0:21:00, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5229, top5_acc: 0.7948, loss_cls: 1.8426, loss: 1.8426, grad_norm: 16.2445 2021-08-18 04:33:09,032 - mmaction - INFO - Epoch [50][1440/3520] lr: 5.000e-05, eta: 0:20:48, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7979, loss_cls: 1.8705, loss: 1.8705, grad_norm: 16.3106 2021-08-18 04:33:20,562 - mmaction - INFO - Epoch [50][1460/3520] lr: 5.000e-05, eta: 0:20:36, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7979, loss_cls: 1.9120, loss: 1.9120, grad_norm: 16.6752 2021-08-18 04:33:32,148 - mmaction - INFO - Epoch [50][1480/3520] lr: 5.000e-05, eta: 0:20:24, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.9434, loss: 1.9434, grad_norm: 16.8898 2021-08-18 04:33:43,643 - mmaction - INFO - Epoch [50][1500/3520] lr: 5.000e-05, eta: 0:20:12, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5167, top5_acc: 0.8010, loss_cls: 1.8607, loss: 1.8607, grad_norm: 15.8858 2021-08-18 04:33:55,200 - mmaction - INFO - Epoch [50][1520/3520] lr: 5.000e-05, eta: 0:20:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5083, top5_acc: 0.7927, loss_cls: 1.8392, loss: 1.8392, grad_norm: 15.9724 2021-08-18 04:34:06,731 - mmaction - INFO - Epoch [50][1540/3520] lr: 5.000e-05, eta: 0:19:48, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5167, top5_acc: 0.7969, loss_cls: 1.8778, loss: 1.8778, grad_norm: 16.2217 2021-08-18 04:34:18,310 - mmaction - INFO - Epoch [50][1560/3520] lr: 5.000e-05, eta: 0:19:36, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4896, top5_acc: 0.7833, loss_cls: 1.9131, loss: 1.9131, grad_norm: 16.3143 2021-08-18 04:34:29,781 - mmaction - INFO - Epoch [50][1580/3520] lr: 5.000e-05, eta: 0:19:24, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7802, loss_cls: 1.9706, loss: 1.9706, grad_norm: 16.7406 2021-08-18 04:34:41,303 - mmaction - INFO - Epoch [50][1600/3520] lr: 5.000e-05, eta: 0:19:12, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7833, loss_cls: 1.9017, loss: 1.9017, grad_norm: 15.7960 2021-08-18 04:34:52,825 - mmaction - INFO - Epoch [50][1620/3520] lr: 5.000e-05, eta: 0:19:00, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5000, top5_acc: 0.7885, loss_cls: 1.9062, loss: 1.9062, grad_norm: 16.5645 2021-08-18 04:35:04,345 - mmaction - INFO - Epoch [50][1640/3520] lr: 5.000e-05, eta: 0:18:48, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.8010, loss_cls: 1.9106, loss: 1.9106, grad_norm: 16.7396 2021-08-18 04:35:15,842 - mmaction - INFO - Epoch [50][1660/3520] lr: 5.000e-05, eta: 0:18:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.8021, loss_cls: 1.8418, loss: 1.8418, grad_norm: 15.8699 2021-08-18 04:35:27,369 - mmaction - INFO - Epoch [50][1680/3520] lr: 5.000e-05, eta: 0:18:24, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7896, loss_cls: 1.9397, loss: 1.9397, grad_norm: 16.3271 2021-08-18 04:35:38,958 - mmaction - INFO - Epoch [50][1700/3520] lr: 5.000e-05, eta: 0:18:12, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7948, loss_cls: 1.8810, loss: 1.8810, grad_norm: 16.4054 2021-08-18 04:35:50,489 - mmaction - INFO - Epoch [50][1720/3520] lr: 5.000e-05, eta: 0:18:00, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7958, loss_cls: 1.8714, loss: 1.8714, grad_norm: 16.6733 2021-08-18 04:36:02,012 - mmaction - INFO - Epoch [50][1740/3520] lr: 5.000e-05, eta: 0:17:48, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9167, loss: 1.9167, grad_norm: 16.3975 2021-08-18 04:36:13,536 - mmaction - INFO - Epoch [50][1760/3520] lr: 5.000e-05, eta: 0:17:36, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5229, top5_acc: 0.8104, loss_cls: 1.8614, loss: 1.8614, grad_norm: 16.3776 2021-08-18 04:36:25,051 - mmaction - INFO - Epoch [50][1780/3520] lr: 5.000e-05, eta: 0:17:24, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5010, top5_acc: 0.7865, loss_cls: 1.8853, loss: 1.8853, grad_norm: 16.4376 2021-08-18 04:36:36,658 - mmaction - INFO - Epoch [50][1800/3520] lr: 5.000e-05, eta: 0:17:12, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5333, top5_acc: 0.8083, loss_cls: 1.7890, loss: 1.7890, grad_norm: 16.2607 2021-08-18 04:36:48,153 - mmaction - INFO - Epoch [50][1820/3520] lr: 5.000e-05, eta: 0:17:00, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5271, top5_acc: 0.7719, loss_cls: 1.9330, loss: 1.9330, grad_norm: 16.5778 2021-08-18 04:36:59,655 - mmaction - INFO - Epoch [50][1840/3520] lr: 5.000e-05, eta: 0:16:48, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.4760, top5_acc: 0.7760, loss_cls: 1.9488, loss: 1.9488, grad_norm: 16.5750 2021-08-18 04:37:11,176 - mmaction - INFO - Epoch [50][1860/3520] lr: 5.000e-05, eta: 0:16:36, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.8125, loss_cls: 1.8213, loss: 1.8213, grad_norm: 16.7507 2021-08-18 04:37:22,705 - mmaction - INFO - Epoch [50][1880/3520] lr: 5.000e-05, eta: 0:16:24, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7792, loss_cls: 1.9104, loss: 1.9104, grad_norm: 16.0913 2021-08-18 04:37:34,178 - mmaction - INFO - Epoch [50][1900/3520] lr: 5.000e-05, eta: 0:16:12, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7958, loss_cls: 1.9020, loss: 1.9020, grad_norm: 16.6527 2021-08-18 04:37:45,723 - mmaction - INFO - Epoch [50][1920/3520] lr: 5.000e-05, eta: 0:16:00, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7823, loss_cls: 1.9611, loss: 1.9611, grad_norm: 16.7574 2021-08-18 04:37:57,296 - mmaction - INFO - Epoch [50][1940/3520] lr: 5.000e-05, eta: 0:15:48, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7688, loss_cls: 2.0079, loss: 2.0079, grad_norm: 16.8644 2021-08-18 04:38:08,845 - mmaction - INFO - Epoch [50][1960/3520] lr: 5.000e-05, eta: 0:15:36, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7677, loss_cls: 1.9794, loss: 1.9794, grad_norm: 16.9542 2021-08-18 04:38:20,416 - mmaction - INFO - Epoch [50][1980/3520] lr: 5.000e-05, eta: 0:15:24, time: 0.581, data_time: 0.004, memory: 8335, top1_acc: 0.5146, top5_acc: 0.7917, loss_cls: 1.8789, loss: 1.8789, grad_norm: 16.4590 2021-08-18 04:38:31,920 - mmaction - INFO - Epoch [50][2000/3520] lr: 5.000e-05, eta: 0:15:12, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7823, loss_cls: 1.9881, loss: 1.9881, grad_norm: 17.1742 2021-08-18 04:38:43,502 - mmaction - INFO - Epoch [50][2020/3520] lr: 5.000e-05, eta: 0:15:00, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4865, top5_acc: 0.7844, loss_cls: 1.9166, loss: 1.9166, grad_norm: 16.3853 2021-08-18 04:38:55,072 - mmaction - INFO - Epoch [50][2040/3520] lr: 5.000e-05, eta: 0:14:48, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7979, loss_cls: 1.8389, loss: 1.8389, grad_norm: 16.3593 2021-08-18 04:39:06,571 - mmaction - INFO - Epoch [50][2060/3520] lr: 5.000e-05, eta: 0:14:36, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.8238, loss: 1.8238, grad_norm: 16.1700 2021-08-18 04:39:18,072 - mmaction - INFO - Epoch [50][2080/3520] lr: 5.000e-05, eta: 0:14:24, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7740, loss_cls: 1.9204, loss: 1.9204, grad_norm: 16.6824 2021-08-18 04:39:29,520 - mmaction - INFO - Epoch [50][2100/3520] lr: 5.000e-05, eta: 0:14:12, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5198, top5_acc: 0.8000, loss_cls: 1.8655, loss: 1.8655, grad_norm: 16.7208 2021-08-18 04:39:41,033 - mmaction - INFO - Epoch [50][2120/3520] lr: 5.000e-05, eta: 0:14:00, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0062, loss: 2.0062, grad_norm: 16.9741 2021-08-18 04:39:52,538 - mmaction - INFO - Epoch [50][2140/3520] lr: 5.000e-05, eta: 0:13:48, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7833, loss_cls: 1.9438, loss: 1.9438, grad_norm: 17.0300 2021-08-18 04:40:04,058 - mmaction - INFO - Epoch [50][2160/3520] lr: 5.000e-05, eta: 0:13:35, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7875, loss_cls: 1.9081, loss: 1.9081, grad_norm: 16.5011 2021-08-18 04:40:15,555 - mmaction - INFO - Epoch [50][2180/3520] lr: 5.000e-05, eta: 0:13:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.8073, loss_cls: 1.8585, loss: 1.8585, grad_norm: 16.5168 2021-08-18 04:40:27,124 - mmaction - INFO - Epoch [50][2200/3520] lr: 5.000e-05, eta: 0:13:11, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5344, top5_acc: 0.8135, loss_cls: 1.8391, loss: 1.8391, grad_norm: 16.4856 2021-08-18 04:40:38,627 - mmaction - INFO - Epoch [50][2220/3520] lr: 5.000e-05, eta: 0:12:59, time: 0.576, data_time: 0.001, memory: 8335, top1_acc: 0.4979, top5_acc: 0.7792, loss_cls: 1.9406, loss: 1.9406, grad_norm: 16.3426 2021-08-18 04:40:50,195 - mmaction - INFO - Epoch [50][2240/3520] lr: 5.000e-05, eta: 0:12:47, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 1.9430, loss: 1.9430, grad_norm: 16.4357 2021-08-18 04:41:01,629 - mmaction - INFO - Epoch [50][2260/3520] lr: 5.000e-05, eta: 0:12:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7792, loss_cls: 1.8966, loss: 1.8966, grad_norm: 16.4360 2021-08-18 04:41:13,224 - mmaction - INFO - Epoch [50][2280/3520] lr: 5.000e-05, eta: 0:12:23, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.8125, loss_cls: 1.8577, loss: 1.8577, grad_norm: 16.3574 2021-08-18 04:41:24,704 - mmaction - INFO - Epoch [50][2300/3520] lr: 5.000e-05, eta: 0:12:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5094, top5_acc: 0.7937, loss_cls: 1.9092, loss: 1.9092, grad_norm: 16.2417 2021-08-18 04:41:36,281 - mmaction - INFO - Epoch [50][2320/3520] lr: 5.000e-05, eta: 0:11:59, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7771, loss_cls: 1.9570, loss: 1.9570, grad_norm: 17.0706 2021-08-18 04:41:47,774 - mmaction - INFO - Epoch [50][2340/3520] lr: 5.000e-05, eta: 0:11:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7927, loss_cls: 1.8924, loss: 1.8924, grad_norm: 16.3565 2021-08-18 04:41:59,303 - mmaction - INFO - Epoch [50][2360/3520] lr: 5.000e-05, eta: 0:11:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5281, top5_acc: 0.7948, loss_cls: 1.8587, loss: 1.8587, grad_norm: 16.1796 2021-08-18 04:42:10,787 - mmaction - INFO - Epoch [50][2380/3520] lr: 5.000e-05, eta: 0:11:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7896, loss_cls: 1.9135, loss: 1.9135, grad_norm: 16.2707 2021-08-18 04:42:22,307 - mmaction - INFO - Epoch [50][2400/3520] lr: 5.000e-05, eta: 0:11:11, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5208, top5_acc: 0.7990, loss_cls: 1.8968, loss: 1.8968, grad_norm: 16.6428 2021-08-18 04:42:33,843 - mmaction - INFO - Epoch [50][2420/3520] lr: 5.000e-05, eta: 0:10:59, time: 0.579, data_time: 0.004, memory: 8335, top1_acc: 0.5177, top5_acc: 0.7750, loss_cls: 1.9102, loss: 1.9102, grad_norm: 16.4735 2021-08-18 04:42:45,390 - mmaction - INFO - Epoch [50][2440/3520] lr: 5.000e-05, eta: 0:10:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7948, loss_cls: 1.9175, loss: 1.9175, grad_norm: 17.3215 2021-08-18 04:42:56,891 - mmaction - INFO - Epoch [50][2460/3520] lr: 5.000e-05, eta: 0:10:35, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7833, loss_cls: 1.9332, loss: 1.9332, grad_norm: 16.4321 2021-08-18 04:43:08,399 - mmaction - INFO - Epoch [50][2480/3520] lr: 5.000e-05, eta: 0:10:23, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.8031, loss_cls: 1.9101, loss: 1.9101, grad_norm: 16.6044 2021-08-18 04:43:19,908 - mmaction - INFO - Epoch [50][2500/3520] lr: 5.000e-05, eta: 0:10:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.8063, loss_cls: 1.8426, loss: 1.8426, grad_norm: 15.9724 2021-08-18 04:43:31,496 - mmaction - INFO - Epoch [50][2520/3520] lr: 5.000e-05, eta: 0:09:59, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5417, top5_acc: 0.8260, loss_cls: 1.7404, loss: 1.7404, grad_norm: 15.7073 2021-08-18 04:43:42,978 - mmaction - INFO - Epoch [50][2540/3520] lr: 5.000e-05, eta: 0:09:47, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.7760, loss_cls: 1.9214, loss: 1.9214, grad_norm: 16.7722 2021-08-18 04:43:54,570 - mmaction - INFO - Epoch [50][2560/3520] lr: 5.000e-05, eta: 0:09:35, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5031, top5_acc: 0.8073, loss_cls: 1.8806, loss: 1.8806, grad_norm: 16.4079 2021-08-18 04:44:06,034 - mmaction - INFO - Epoch [50][2580/3520] lr: 5.000e-05, eta: 0:09:23, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7958, loss_cls: 1.8657, loss: 1.8657, grad_norm: 16.6367 2021-08-18 04:44:17,540 - mmaction - INFO - Epoch [50][2600/3520] lr: 5.000e-05, eta: 0:09:11, time: 0.575, data_time: 0.001, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7698, loss_cls: 2.0381, loss: 2.0381, grad_norm: 16.9651 2021-08-18 04:44:29,083 - mmaction - INFO - Epoch [50][2620/3520] lr: 5.000e-05, eta: 0:08:59, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.4802, top5_acc: 0.7792, loss_cls: 1.9544, loss: 1.9544, grad_norm: 16.2655 2021-08-18 04:44:40,604 - mmaction - INFO - Epoch [50][2640/3520] lr: 5.000e-05, eta: 0:08:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.8954, loss: 1.8954, grad_norm: 16.5044 2021-08-18 04:44:52,003 - mmaction - INFO - Epoch [50][2660/3520] lr: 5.000e-05, eta: 0:08:35, time: 0.570, data_time: 0.001, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7948, loss_cls: 1.8636, loss: 1.8636, grad_norm: 15.8639 2021-08-18 04:45:03,563 - mmaction - INFO - Epoch [50][2680/3520] lr: 5.000e-05, eta: 0:08:23, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.4698, top5_acc: 0.7823, loss_cls: 1.9918, loss: 1.9918, grad_norm: 16.7079 2021-08-18 04:45:15,064 - mmaction - INFO - Epoch [50][2700/3520] lr: 5.000e-05, eta: 0:08:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5229, top5_acc: 0.8042, loss_cls: 1.8462, loss: 1.8462, grad_norm: 16.2876 2021-08-18 04:45:26,613 - mmaction - INFO - Epoch [50][2720/3520] lr: 5.000e-05, eta: 0:07:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7885, loss_cls: 1.8775, loss: 1.8775, grad_norm: 16.3963 2021-08-18 04:45:38,057 - mmaction - INFO - Epoch [50][2740/3520] lr: 5.000e-05, eta: 0:07:47, time: 0.575, data_time: 0.004, memory: 8335, top1_acc: 0.5365, top5_acc: 0.8146, loss_cls: 1.7793, loss: 1.7793, grad_norm: 15.8638 2021-08-18 04:45:49,550 - mmaction - INFO - Epoch [50][2760/3520] lr: 5.000e-05, eta: 0:07:35, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5260, top5_acc: 0.8177, loss_cls: 1.7715, loss: 1.7715, grad_norm: 16.5004 2021-08-18 04:46:01,095 - mmaction - INFO - Epoch [50][2780/3520] lr: 5.000e-05, eta: 0:07:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5104, top5_acc: 0.7969, loss_cls: 1.8954, loss: 1.8954, grad_norm: 16.2939 2021-08-18 04:46:12,594 - mmaction - INFO - Epoch [50][2800/3520] lr: 5.000e-05, eta: 0:07:11, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.5271, top5_acc: 0.8125, loss_cls: 1.8197, loss: 1.8197, grad_norm: 16.1318 2021-08-18 04:46:24,122 - mmaction - INFO - Epoch [50][2820/3520] lr: 5.000e-05, eta: 0:06:59, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5188, top5_acc: 0.7969, loss_cls: 1.8914, loss: 1.8914, grad_norm: 16.1784 2021-08-18 04:46:35,629 - mmaction - INFO - Epoch [50][2840/3520] lr: 5.000e-05, eta: 0:06:47, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7937, loss_cls: 1.9150, loss: 1.9150, grad_norm: 16.5880 2021-08-18 04:46:47,070 - mmaction - INFO - Epoch [50][2860/3520] lr: 5.000e-05, eta: 0:06:35, time: 0.574, data_time: 0.004, memory: 8335, top1_acc: 0.4969, top5_acc: 0.7854, loss_cls: 1.9044, loss: 1.9044, grad_norm: 16.4807 2021-08-18 04:46:58,579 - mmaction - INFO - Epoch [50][2880/3520] lr: 5.000e-05, eta: 0:06:23, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5010, top5_acc: 0.8042, loss_cls: 1.8905, loss: 1.8905, grad_norm: 16.3553 2021-08-18 04:47:10,030 - mmaction - INFO - Epoch [50][2900/3520] lr: 5.000e-05, eta: 0:06:11, time: 0.573, data_time: 0.001, memory: 8335, top1_acc: 0.5135, top5_acc: 0.7948, loss_cls: 1.8585, loss: 1.8585, grad_norm: 16.0915 2021-08-18 04:47:21,583 - mmaction - INFO - Epoch [50][2920/3520] lr: 5.000e-05, eta: 0:05:59, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7823, loss_cls: 1.9359, loss: 1.9359, grad_norm: 16.6582 2021-08-18 04:47:33,136 - mmaction - INFO - Epoch [50][2940/3520] lr: 5.000e-05, eta: 0:05:47, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.8937, loss: 1.8937, grad_norm: 16.1093 2021-08-18 04:47:44,673 - mmaction - INFO - Epoch [50][2960/3520] lr: 5.000e-05, eta: 0:05:35, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 1.9577, loss: 1.9577, grad_norm: 16.6582 2021-08-18 04:47:56,149 - mmaction - INFO - Epoch [50][2980/3520] lr: 5.000e-05, eta: 0:05:23, time: 0.574, data_time: 0.003, memory: 8335, top1_acc: 0.5073, top5_acc: 0.7958, loss_cls: 1.8611, loss: 1.8611, grad_norm: 16.3330 2021-08-18 04:48:07,670 - mmaction - INFO - Epoch [50][3000/3520] lr: 5.000e-05, eta: 0:05:11, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5375, top5_acc: 0.8198, loss_cls: 1.7925, loss: 1.7925, grad_norm: 16.3176 2021-08-18 04:48:19,178 - mmaction - INFO - Epoch [50][3020/3520] lr: 5.000e-05, eta: 0:04:59, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7917, loss_cls: 1.8969, loss: 1.8969, grad_norm: 16.2770 2021-08-18 04:48:30,721 - mmaction - INFO - Epoch [50][3040/3520] lr: 5.000e-05, eta: 0:04:47, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4958, top5_acc: 0.7917, loss_cls: 1.9344, loss: 1.9344, grad_norm: 16.5139 2021-08-18 04:48:42,304 - mmaction - INFO - Epoch [50][3060/3520] lr: 5.000e-05, eta: 0:04:35, time: 0.580, data_time: 0.002, memory: 8335, top1_acc: 0.4844, top5_acc: 0.7792, loss_cls: 1.9462, loss: 1.9462, grad_norm: 16.6449 2021-08-18 04:48:53,853 - mmaction - INFO - Epoch [50][3080/3520] lr: 5.000e-05, eta: 0:04:23, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.5354, top5_acc: 0.7906, loss_cls: 1.8662, loss: 1.8662, grad_norm: 16.1263 2021-08-18 04:49:05,327 - mmaction - INFO - Epoch [50][3100/3520] lr: 5.000e-05, eta: 0:04:11, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7865, loss_cls: 1.9332, loss: 1.9332, grad_norm: 16.7665 2021-08-18 04:49:16,869 - mmaction - INFO - Epoch [50][3120/3520] lr: 5.000e-05, eta: 0:03:59, time: 0.576, data_time: 0.003, memory: 8335, top1_acc: 0.5042, top5_acc: 0.7760, loss_cls: 1.9626, loss: 1.9626, grad_norm: 16.9000 2021-08-18 04:49:28,427 - mmaction - INFO - Epoch [50][3140/3520] lr: 5.000e-05, eta: 0:03:47, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.4781, top5_acc: 0.7656, loss_cls: 1.9820, loss: 1.9820, grad_norm: 17.0852 2021-08-18 04:49:40,006 - mmaction - INFO - Epoch [50][3160/3520] lr: 5.000e-05, eta: 0:03:35, time: 0.577, data_time: 0.002, memory: 8335, top1_acc: 0.5188, top5_acc: 0.8063, loss_cls: 1.8524, loss: 1.8524, grad_norm: 16.0299 2021-08-18 04:49:51,503 - mmaction - INFO - Epoch [50][3180/3520] lr: 5.000e-05, eta: 0:03:23, time: 0.577, data_time: 0.004, memory: 8335, top1_acc: 0.5125, top5_acc: 0.8031, loss_cls: 1.8271, loss: 1.8271, grad_norm: 16.5733 2021-08-18 04:50:03,098 - mmaction - INFO - Epoch [50][3200/3520] lr: 5.000e-05, eta: 0:03:11, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.5052, top5_acc: 0.7771, loss_cls: 1.9501, loss: 1.9501, grad_norm: 16.3286 2021-08-18 04:50:14,635 - mmaction - INFO - Epoch [50][3220/3520] lr: 5.000e-05, eta: 0:02:59, time: 0.579, data_time: 0.003, memory: 8335, top1_acc: 0.5146, top5_acc: 0.8021, loss_cls: 1.8203, loss: 1.8203, grad_norm: 15.8963 2021-08-18 04:50:26,195 - mmaction - INFO - Epoch [50][3240/3520] lr: 5.000e-05, eta: 0:02:47, time: 0.577, data_time: 0.003, memory: 8335, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9269, loss: 1.9269, grad_norm: 16.6808 2021-08-18 04:50:37,777 - mmaction - INFO - Epoch [50][3260/3520] lr: 5.000e-05, eta: 0:02:35, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5323, top5_acc: 0.7917, loss_cls: 1.8681, loss: 1.8681, grad_norm: 15.9369 2021-08-18 04:50:49,349 - mmaction - INFO - Epoch [50][3280/3520] lr: 5.000e-05, eta: 0:02:23, time: 0.578, data_time: 0.003, memory: 8335, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.8468, loss: 1.8468, grad_norm: 16.5959 2021-08-18 04:51:00,843 - mmaction - INFO - Epoch [50][3300/3520] lr: 5.000e-05, eta: 0:02:11, time: 0.576, data_time: 0.002, memory: 8335, top1_acc: 0.4990, top5_acc: 0.7583, loss_cls: 1.9839, loss: 1.9839, grad_norm: 16.1787 2021-08-18 04:51:12,344 - mmaction - INFO - Epoch [50][3320/3520] lr: 5.000e-05, eta: 0:01:59, time: 0.574, data_time: 0.002, memory: 8335, top1_acc: 0.4885, top5_acc: 0.7948, loss_cls: 1.9400, loss: 1.9400, grad_norm: 16.2510 2021-08-18 04:51:23,819 - mmaction - INFO - Epoch [50][3340/3520] lr: 5.000e-05, eta: 0:01:47, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.4948, top5_acc: 0.7667, loss_cls: 1.9494, loss: 1.9494, grad_norm: 16.2820 2021-08-18 04:51:35,308 - mmaction - INFO - Epoch [50][3360/3520] lr: 5.000e-05, eta: 0:01:35, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5021, top5_acc: 0.7906, loss_cls: 1.8910, loss: 1.8910, grad_norm: 16.5068 2021-08-18 04:51:46,738 - mmaction - INFO - Epoch [50][3380/3520] lr: 5.000e-05, eta: 0:01:23, time: 0.573, data_time: 0.002, memory: 8335, top1_acc: 0.5115, top5_acc: 0.7688, loss_cls: 1.9275, loss: 1.9275, grad_norm: 16.4742 2021-08-18 04:51:58,337 - mmaction - INFO - Epoch [50][3400/3520] lr: 5.000e-05, eta: 0:01:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.8599, loss: 1.8599, grad_norm: 16.2746 2021-08-18 04:52:09,825 - mmaction - INFO - Epoch [50][3420/3520] lr: 5.000e-05, eta: 0:00:59, time: 0.575, data_time: 0.002, memory: 8335, top1_acc: 0.4948, top5_acc: 0.8240, loss_cls: 1.8309, loss: 1.8309, grad_norm: 16.8621 2021-08-18 04:52:21,273 - mmaction - INFO - Epoch [50][3440/3520] lr: 5.000e-05, eta: 0:00:47, time: 0.571, data_time: 0.002, memory: 8335, top1_acc: 0.4823, top5_acc: 0.7937, loss_cls: 1.9079, loss: 1.9079, grad_norm: 16.6598 2021-08-18 04:52:32,753 - mmaction - INFO - Epoch [50][3460/3520] lr: 5.000e-05, eta: 0:00:35, time: 0.575, data_time: 0.003, memory: 8335, top1_acc: 0.5240, top5_acc: 0.8031, loss_cls: 1.8651, loss: 1.8651, grad_norm: 16.8305 2021-08-18 04:52:44,338 - mmaction - INFO - Epoch [50][3480/3520] lr: 5.000e-05, eta: 0:00:23, time: 0.578, data_time: 0.002, memory: 8335, top1_acc: 0.4927, top5_acc: 0.7917, loss_cls: 1.8707, loss: 1.8707, grad_norm: 16.5936 2021-08-18 04:52:55,904 - mmaction - INFO - Epoch [50][3500/3520] lr: 5.000e-05, eta: 0:00:11, time: 0.579, data_time: 0.002, memory: 8335, top1_acc: 0.4854, top5_acc: 0.7896, loss_cls: 1.9399, loss: 1.9399, grad_norm: 16.5479 2021-08-18 04:53:07,079 - mmaction - INFO - Epoch [50][3520/3520] lr: 5.000e-05, eta: 0:00:00, time: 0.559, data_time: 0.003, memory: 8335, top1_acc: 0.5402, top5_acc: 0.7989, loss_cls: 1.8382, loss: 1.8382, grad_norm: 16.3661 2021-08-18 04:56:51,201 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-08-18 04:56:51,689 - mmaction - INFO - top1_acc 0.2622 top5_acc 0.5561 2021-08-18 04:56:51,690 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-08-18 04:56:51,750 - mmaction - INFO - mean_acc 0.2005 2021-08-18 04:56:51,757 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-08-18 04:56:52,169 - mmaction - INFO - Epoch(val) [50][259] top1_acc: 0.2622, top5_acc: 0.5561, mean_class_accuracy: 0.2005